diff --git a/docs/models.md b/docs/models.md
index b383c574ec..88a3011dc4 100644
--- a/docs/models.md
+++ b/docs/models.md
@@ -47,6 +47,7 @@ GPT-5 family of models:
 - `openai:gpt-5.1`
 - `openai:gpt-5-pro`
 - `openai:gpt-5.1-codex`
+- `openai:gpt-5.1-codex-max` — supports the XHIGH (extra high) thinking level; aliases: `gpt-5.1-codex-max`, `codex-max`
 - `openai:gpt-5.1-codex-mini`
 
 #### Google (Cloud)
diff --git a/src/browser/components/ChatInput/index.tsx b/src/browser/components/ChatInput/index.tsx
index 235bacd253..3bf43dd03e 100644
--- a/src/browser/components/ChatInput/index.tsx
+++ b/src/browser/components/ChatInput/index.tsx
@@ -515,6 +515,7 @@ export const ChatInput: React.FC<ChatInputProps> = (props) => {
         low: "Low — adds light reasoning",
         medium: "Medium — balanced reasoning",
         high: "High — maximum reasoning depth",
+        xhigh: "Extra High — extended deep thinking",
       };
 
       setToast({
diff --git a/src/browser/components/ThinkingSlider.tsx b/src/browser/components/ThinkingSlider.tsx
index ad2f4b50cd..d05124c097 100644
--- a/src/browser/components/ThinkingSlider.tsx
+++ b/src/browser/components/ThinkingSlider.tsx
@@ -123,10 +123,14 @@ export const ThinkingSliderComponent: React.FC<ThinkingControlProps> = ({ modelS
   const sliderValue = currentIndex === -1 ? 0 : currentIndex;
   const maxSteps = allowed.length - 1;
 
-  // For styling, we still want to map to the "global" intensity 0-3
-  // to keep colors consistent (e.g. "high" is always purple, even if it's step 1 of 2)
-  const globalLevelIndex = ["off", "low", "medium", "high"].indexOf(thinkingLevel);
-  const visualValue = globalLevelIndex === -1 ? 0 : globalLevelIndex;
+  // Map levels to visual intensity indices (0-3) so colors/glow stay consistent
+  // Levels outside the base 4 (e.g., xhigh) map to the strongest intensity
+  const baseVisualOrder: ThinkingLevel[] = ["off", "low", "medium", "high"];
+  const visualValue = (() => {
+    const idx = baseVisualOrder.indexOf(thinkingLevel);
+    if (idx >= 0) return idx;
+    return baseVisualOrder.length - 1; // clamp extras (e.g., xhigh) to strongest glow
+  })();
 
   const sliderStyles = getSliderStyles(visualValue, isHovering);
   const textStyle = getTextStyle(visualValue);
diff --git a/src/browser/utils/commands/sources.ts b/src/browser/utils/commands/sources.ts
index 819bb7a8ad..01791e58b6 100644
--- a/src/browser/utils/commands/sources.ts
+++ b/src/browser/utils/commands/sources.ts
@@ -50,7 +50,7 @@ export interface BuildSourcesParams {
   onOpenSettings?: (section?: string) => void;
 }
 
-const THINKING_LEVELS: ThinkingLevel[] = ["off", "low", "medium", "high"];
+const THINKING_LEVELS: ThinkingLevel[] = ["off", "low", "medium", "high", "xhigh"];
 
 /**
  * Command palette section names
@@ -431,6 +431,7 @@ export function buildCoreSources(p: BuildSourcesParams): Array<() => CommandActi
         low: "Low — add a bit of reasoning",
         medium: "Medium — balanced reasoning",
         high: "High — maximum reasoning depth",
+        xhigh: "Extra High — extended deep thinking",
       };
       const currentLevel = p.getThinkingLevel(workspaceId);
 
diff --git a/src/browser/utils/thinking/policy.test.ts b/src/browser/utils/thinking/policy.test.ts
index 86bc4a9030..6ec91aeeda 100644
--- a/src/browser/utils/thinking/policy.test.ts
+++ b/src/browser/utils/thinking/policy.test.ts
@@ -2,6 +2,56 @@ import { describe, expect, test } from "bun:test";
 import { getThinkingPolicyForModel, enforceThinkingPolicy } from "./policy";
 
 describe("getThinkingPolicyForModel", () => {
+  test("returns 5 levels including xhigh for gpt-5.1-codex-max", () => {
+    expect(getThinkingPolicyForModel("openai:gpt-5.1-codex-max")).toEqual([
+      "off",
+      "low",
+      "medium",
+      "high",
+      "xhigh",
+    ]);
+  });
+
+  test("returns 5 levels for gpt-5.1-codex-max with version suffix", () => {
+    expect(getThinkingPolicyForModel("openai:gpt-5.1-codex-max-2025-12-01")).toEqual([
+      "off",
+      "low",
+      "medium",
+      "high",
+      "xhigh",
+    ]);
+  });
+
+  test("returns 5 levels for bare gpt-5.1-codex-max without prefix", () => {
+    expect(getThinkingPolicyForModel("gpt-5.1-codex-max")).toEqual([
+      "off",
+      "low",
+      "medium",
+      "high",
+      "xhigh",
+    ]);
+  });
+
+  test("returns 5 levels for codex-max alias", () => {
+    expect(getThinkingPolicyForModel("codex-max")).toEqual([
+      "off",
+      "low",
+      "medium",
+      "high",
+      "xhigh",
+    ]);
+  });
+
+  test("returns 5 levels for gpt-5.1-codex-max with whitespace after colon", () => {
+    expect(getThinkingPolicyForModel("openai: gpt-5.1-codex-max")).toEqual([
+      "off",
+      "low",
+      "medium",
+      "high",
+      "xhigh",
+    ]);
+  });
+
   test("returns single HIGH for gpt-5-pro base model", () => {
     expect(getThinkingPolicyForModel("openai:gpt-5-pro")).toEqual(["high"]);
   });
@@ -111,6 +161,32 @@ describe("enforceThinkingPolicy", () => {
       expect(enforceThinkingPolicy("anthropic:claude-opus-4-5-20251101", "off")).toBe("off");
     });
   });
+
+  describe("GPT-5.1-Codex-Max (5 levels including xhigh)", () => {
+    test("allows all 5 levels including xhigh", () => {
+      expect(enforceThinkingPolicy("openai:gpt-5.1-codex-max", "off")).toBe("off");
+      expect(enforceThinkingPolicy("openai:gpt-5.1-codex-max", "low")).toBe("low");
+      expect(enforceThinkingPolicy("openai:gpt-5.1-codex-max", "medium")).toBe("medium");
+      expect(enforceThinkingPolicy("openai:gpt-5.1-codex-max", "high")).toBe("high");
+      expect(enforceThinkingPolicy("openai:gpt-5.1-codex-max", "xhigh")).toBe("xhigh");
+    });
+
+    test("allows xhigh for versioned model", () => {
+      expect(enforceThinkingPolicy("openai:gpt-5.1-codex-max-2025-12-01", "xhigh")).toBe("xhigh");
+    });
+  });
+
+  describe("xhigh fallback for non-codex-max models", () => {
+    test("falls back to medium when xhigh requested on standard model", () => {
+      // Standard models don't support xhigh, so fall back to medium (preferred fallback)
+      expect(enforceThinkingPolicy("anthropic:claude-opus-4-5", "xhigh")).toBe("medium");
+    });
+
+    test("falls back to high when xhigh requested on gpt-5-pro", () => {
+      // gpt-5-pro only supports high, so xhigh falls back to high
+      expect(enforceThinkingPolicy("openai:gpt-5-pro", "xhigh")).toBe("high");
+    });
+  });
 });
 
 // Note: Tests for invalid levels removed - TypeScript type system prevents invalid
diff --git a/src/browser/utils/thinking/policy.ts b/src/browser/utils/thinking/policy.ts
index 4346d9272d..a39e34d056 100644
--- a/src/browser/utils/thinking/policy.ts
+++ b/src/browser/utils/thinking/policy.ts
@@ -24,26 +24,35 @@ export type ThinkingPolicy = readonly ThinkingLevel[];
  * Returns the thinking policy for a given model.
  *
  * Rules:
+ * - openai:gpt-5.1-codex-max → ["off", "low", "medium", "high", "xhigh"] (5 levels including xhigh)
  * - openai:gpt-5-pro → ["high"] (only supported level)
  * - gemini-3 → ["low", "high"] (thinking level only)
- * - default → ["off", "low", "medium", "high"] (all levels selectable)
+ * - default → ["off", "low", "medium", "high"] (standard 4 levels)
  *
  * Tolerates version suffixes (e.g., gpt-5-pro-2025-10-06).
  * Does NOT match gpt-5-pro-mini (uses negative lookahead).
  */
 export function getThinkingPolicyForModel(modelString: string): ThinkingPolicy {
-  // Match "openai:" followed by optional whitespace and "gpt-5-pro"
-  // Allow version suffixes like "-2025-10-06" but NOT "-mini" or other text suffixes
-  if (/^openai:\s*gpt-5-pro(?!-[a-z])/.test(modelString)) {
+  // Normalize to be robust to provider prefixes, whitespace, and version suffixes
+  const normalized = modelString.trim().toLowerCase();
+  const withoutPrefix = normalized.replace(/^[a-z0-9_-]+:\s*/, "");
+
+  // GPT-5.1-Codex-Max supports 5 reasoning levels including xhigh (Extra High)
+  if (withoutPrefix.startsWith("gpt-5.1-codex-max") || withoutPrefix.startsWith("codex-max")) {
+    return ["off", "low", "medium", "high", "xhigh"];
+  }
+
+  // gpt-5-pro (not mini) with optional version suffix
+  if (/^gpt-5-pro(?!-[a-z])/.test(withoutPrefix)) {
     return ["high"];
   }
 
   // Gemini 3 Pro only supports "low" and "high" reasoning levels
-  if (modelString.includes("gemini-3")) {
+  if (withoutPrefix.includes("gemini-3")) {
     return ["low", "high"];
   }
 
-  // Default policy: all levels selectable
+  // Default policy: standard 4 levels (xhigh only for codex-max)
   return ["off", "low", "medium", "high"];
 }
 
diff --git a/src/common/constants/knownModels.ts b/src/common/constants/knownModels.ts
index 77caa2adfd..e11cb7a9a0 100644
--- a/src/common/constants/knownModels.ts
+++ b/src/common/constants/knownModels.ts
@@ -70,6 +70,13 @@ const MODEL_DEFINITIONS = {
     providerModelId: "gpt-5.1-codex-mini",
     aliases: ["codex-mini"],
   },
+  GPT_CODEX_MAX: {
+    provider: "openai",
+    providerModelId: "gpt-5.1-codex-max",
+    aliases: ["codex-max"],
+    warm: true,
+    tokenizerOverride: "openai/gpt-5",
+  },
   GEMINI_3_PRO: {
     provider: "google",
     providerModelId: "gemini-3-pro-preview",
diff --git a/src/common/orpc/schemas/stream.ts b/src/common/orpc/schemas/stream.ts
index f8c8ff7550..9a2d6b092c 100644
--- a/src/common/orpc/schemas/stream.ts
+++ b/src/common/orpc/schemas/stream.ts
@@ -313,7 +313,7 @@ export const ToolPolicySchema = z.array(ToolPolicyFilterSchema).meta({
 // SendMessage options
 export const SendMessageOptionsSchema = z.object({
   editMessageId: z.string().optional(),
-  thinkingLevel: z.enum(["off", "low", "medium", "high"]).optional(),
+  thinkingLevel: z.enum(["off", "low", "medium", "high", "xhigh"]).optional(),
   model: z.string("No model specified"),
   toolPolicy: ToolPolicySchema.optional(),
   additionalSystemInstructions: z.string().optional(),
diff --git a/src/common/orpc/schemas/telemetry.ts b/src/common/orpc/schemas/telemetry.ts
index 6dec67c06c..f57156cf58 100644
--- a/src/common/orpc/schemas/telemetry.ts
+++ b/src/common/orpc/schemas/telemetry.ts
@@ -29,7 +29,7 @@ const FrontendPlatformInfoSchema = z.object({
 });
 
 // Thinking level enum (matches payload.ts TelemetryThinkingLevel)
-const TelemetryThinkingLevelSchema = z.enum(["off", "low", "medium", "high"]);
+const TelemetryThinkingLevelSchema = z.enum(["off", "low", "medium", "high", "xhigh"]);
 
 // Command type enum (matches payload.ts TelemetryCommandType)
 const TelemetryCommandTypeSchema = z.enum([
diff --git a/src/common/telemetry/payload.ts b/src/common/telemetry/payload.ts
index 45c42415fc..d70aeff0af 100644
--- a/src/common/telemetry/payload.ts
+++ b/src/common/telemetry/payload.ts
@@ -86,7 +86,7 @@ export interface WorkspaceSwitchedPayload {
 /**
  * Thinking level for extended thinking feature
  */
-export type TelemetryThinkingLevel = "off" | "low" | "medium" | "high";
+export type TelemetryThinkingLevel = "off" | "low" | "medium" | "high" | "xhigh";
 
 /**
  * Chat/AI interaction events
diff --git a/src/common/types/thinking.ts b/src/common/types/thinking.ts
index f6283d067a..a30d258793 100644
--- a/src/common/types/thinking.ts
+++ b/src/common/types/thinking.ts
@@ -5,7 +5,7 @@
  * different AI providers (Anthropic, OpenAI, etc.)
  */
 
-export type ThinkingLevel = "off" | "low" | "medium" | "high";
+export type ThinkingLevel = "off" | "low" | "medium" | "high" | "xhigh";
 
 /**
  * Active thinking levels (excludes "off")
@@ -30,6 +30,7 @@ export const ANTHROPIC_THINKING_BUDGETS: Record<ThinkingLevel, number> = {
   low: 4000,
   medium: 10000,
   high: 20000,
+  xhigh: 20000, // Same as high - Anthropic doesn't support xhigh
 };
 
 /**
@@ -47,6 +48,7 @@ export const ANTHROPIC_EFFORT: Record<ThinkingLevel, "low" | "medium" | "high">
   low: "low",
   medium: "medium",
   high: "high",
+  xhigh: "high", // Fallback to high - Anthropic doesn't support xhigh
 };
 
 /**
@@ -66,6 +68,7 @@ export const OPENAI_REASONING_EFFORT: Record<ThinkingLevel, string | undefined>
   low: "low",
   medium: "medium",
   high: "high",
+  xhigh: "xhigh", // Extra High - only supported by gpt-5.1-codex-max
 };
 
 /**
@@ -83,6 +86,7 @@ export const GEMINI_THINKING_BUDGETS: Record<ThinkingLevel, number> = {
   low: 2048,
   medium: 8192,
   high: 16384, // Conservative max (some models go to 32k)
+  xhigh: 16384, // Same as high - Gemini doesn't support xhigh
 } as const;
 export const OPENROUTER_REASONING_EFFORT: Record<
   ThinkingLevel,
@@ -92,4 +96,5 @@ export const OPENROUTER_REASONING_EFFORT: Record<
   low: "low",
   medium: "medium",
   high: "high",
+  xhigh: "high", // Fallback to high - OpenRouter doesn't support xhigh
 };
diff --git a/src/common/utils/ai/providerOptions.ts b/src/common/utils/ai/providerOptions.ts
index 202c5b8e4f..b1d3b19037 100644
--- a/src/common/utils/ai/providerOptions.ts
+++ b/src/common/utils/ai/providerOptions.ts
@@ -254,8 +254,11 @@ export function buildProviderOptions(
       };
 
       if (isGemini3) {
-        // Gemini 3 uses thinkingLevel (low/high)
-        thinkingConfig.thinkingLevel = effectiveThinking === "medium" ? "low" : effectiveThinking;
+        // Gemini 3 uses thinkingLevel (low/high) - map medium/xhigh to supported values
+        thinkingConfig.thinkingLevel =
+          effectiveThinking === "medium" || effectiveThinking === "xhigh"
+            ? "high"
+            : effectiveThinking;
       } else {
         // Gemini 2.5 uses thinkingBudget
         const budget = GEMINI_THINKING_BUDGETS[effectiveThinking];
diff --git a/src/common/utils/tokens/models-extra.ts b/src/common/utils/tokens/models-extra.ts
index 6e496c6ced..62f753e1d2 100644
--- a/src/common/utils/tokens/models-extra.ts
+++ b/src/common/utils/tokens/models-extra.ts
@@ -88,4 +88,21 @@ export const modelsExtra: Record<string, ModelData> = {
     supports_reasoning: true,
     supports_response_schema: true,
   },
+
+  // GPT-5.1-Codex-Max - Extended reasoning model with xhigh support
+  // Same pricing as gpt-5.1-codex: $1.25/M input, $10/M output
+  // Supports 5 reasoning levels: off, low, medium, high, xhigh
+  "gpt-5.1-codex-max": {
+    max_input_tokens: 272000, // Same as gpt-5.1-codex
+    max_output_tokens: 128000, // Same as gpt-5.1-codex
+    input_cost_per_token: 0.00000125, // $1.25 per million input tokens
+    output_cost_per_token: 0.00001, // $10 per million output tokens
+    litellm_provider: "openai",
+    mode: "chat",
+    supports_function_calling: true,
+    supports_vision: true,
+    supports_reasoning: true,
+    supports_response_schema: true,
+    supported_endpoints: ["/v1/responses"],
+  },
 };
diff --git a/src/common/utils/tokens/models.json b/src/common/utils/tokens/models.json
index 855e0ae542..cb51542836 100644
--- a/src/common/utils/tokens/models.json
+++ b/src/common/utils/tokens/models.json
@@ -1,24 +1,24 @@
 {
   "sample_spec": {
-    "code_interpreter_cost_per_session": 0.0,
-    "computer_use_input_cost_per_1k_tokens": 0.0,
-    "computer_use_output_cost_per_1k_tokens": 0.0,
+    "code_interpreter_cost_per_session": 0,
+    "computer_use_input_cost_per_1k_tokens": 0,
+    "computer_use_output_cost_per_1k_tokens": 0,
     "deprecation_date": "date when the model becomes deprecated in the format YYYY-MM-DD",
-    "file_search_cost_per_1k_calls": 0.0,
-    "file_search_cost_per_gb_per_day": 0.0,
-    "input_cost_per_audio_token": 0.0,
-    "input_cost_per_token": 0.0,
+    "file_search_cost_per_1k_calls": 0,
+    "file_search_cost_per_gb_per_day": 0,
+    "input_cost_per_audio_token": 0,
+    "input_cost_per_token": 0,
     "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
     "max_input_tokens": "max input tokens, if the provider specifies it. if not default to max_tokens",
     "max_output_tokens": "max output tokens, if the provider specifies it. if not default to max_tokens",
     "max_tokens": "LEGACY parameter. set to max_output_tokens if provider specifies it. IF not set to max_input_tokens, if provider specifies it.",
     "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, rerank, search",
-    "output_cost_per_reasoning_token": 0.0,
-    "output_cost_per_token": 0.0,
+    "output_cost_per_reasoning_token": 0,
+    "output_cost_per_token": 0,
     "search_context_cost_per_query": {
-      "search_context_size_high": 0.0,
-      "search_context_size_low": 0.0,
-      "search_context_size_medium": 0.0
+      "search_context_size_high": 0,
+      "search_context_size_low": 0,
+      "search_context_size_medium": 0
     },
     "supported_regions": ["global", "us-west-2", "eu-west-1", "ap-southeast-1", "ap-northeast-1"],
     "supports_audio_input": true,
@@ -31,7 +31,7 @@
     "supports_system_messages": true,
     "supports_vision": true,
     "supports_web_search": true,
-    "vector_store_cost_per_gb_per_day": 0.0
+    "vector_store_cost_per_gb_per_day": 0
   },
   "1024-x-1024/50-steps/bedrock/amazon.nova-canvas-v1:0": {
     "litellm_provider": "bedrock",
@@ -50,7 +50,7 @@
     "input_cost_per_pixel": 1.9e-8,
     "litellm_provider": "openai",
     "mode": "image_generation",
-    "output_cost_per_pixel": 0.0
+    "output_cost_per_pixel": 0
   },
   "1024-x-1024/max-steps/stability.stable-diffusion-xl-v1": {
     "litellm_provider": "bedrock",
@@ -63,7 +63,7 @@
     "input_cost_per_pixel": 2.4414e-7,
     "litellm_provider": "openai",
     "mode": "image_generation",
-    "output_cost_per_pixel": 0.0
+    "output_cost_per_pixel": 0
   },
   "512-x-512/50-steps/stability.stable-diffusion-xl-v0": {
     "litellm_provider": "bedrock",
@@ -76,7 +76,7 @@
     "input_cost_per_pixel": 6.86e-8,
     "litellm_provider": "openai",
     "mode": "image_generation",
-    "output_cost_per_pixel": 0.0
+    "output_cost_per_pixel": 0
   },
   "512-x-512/max-steps/stability.stable-diffusion-xl-v0": {
     "litellm_provider": "bedrock",
@@ -86,31 +86,31 @@
     "output_cost_per_image": 0.036
   },
   "ai21.j2-mid-v1": {
-    "input_cost_per_token": 1.25e-5,
+    "input_cost_per_token": 0.0000125,
     "litellm_provider": "bedrock",
     "max_input_tokens": 8191,
     "max_output_tokens": 8191,
     "max_tokens": 8191,
     "mode": "chat",
-    "output_cost_per_token": 1.25e-5
+    "output_cost_per_token": 0.0000125
   },
   "ai21.j2-ultra-v1": {
-    "input_cost_per_token": 1.88e-5,
+    "input_cost_per_token": 0.0000188,
     "litellm_provider": "bedrock",
     "max_input_tokens": 8191,
     "max_output_tokens": 8191,
     "max_tokens": 8191,
     "mode": "chat",
-    "output_cost_per_token": 1.88e-5
+    "output_cost_per_token": 0.0000188
   },
   "ai21.jamba-1-5-large-v1:0": {
-    "input_cost_per_token": 2e-6,
+    "input_cost_per_token": 0.000002,
     "litellm_provider": "bedrock",
     "max_input_tokens": 256000,
     "max_output_tokens": 256000,
     "max_tokens": 256000,
     "mode": "chat",
-    "output_cost_per_token": 8e-6
+    "output_cost_per_token": 0.000008
   },
   "ai21.jamba-1-5-mini-v1:0": {
     "input_cost_per_token": 2e-7,
@@ -223,6 +223,12 @@
     "source": "https://docs.aimlapi.com/",
     "supported_endpoints": ["/v1/images/generations"]
   },
+  "amazon.nova-canvas-v1:0": {
+    "litellm_provider": "bedrock",
+    "max_input_tokens": 2600,
+    "mode": "image_generation",
+    "output_cost_per_image": 0.06
+  },
   "amazon.nova-lite-v1:0": {
     "input_cost_per_token": 6e-8,
     "litellm_provider": "bedrock_converse",
@@ -237,6 +243,70 @@
     "supports_response_schema": true,
     "supports_vision": true
   },
+  "amazon.nova-2-lite-v1:0": {
+    "input_cost_per_token": 3e-7,
+    "litellm_provider": "bedrock_converse",
+    "max_input_tokens": 1000000,
+    "max_output_tokens": 64000,
+    "max_tokens": 64000,
+    "mode": "chat",
+    "output_cost_per_token": 0.0000025,
+    "supports_function_calling": true,
+    "supports_pdf_input": true,
+    "supports_prompt_caching": true,
+    "supports_reasoning": true,
+    "supports_response_schema": true,
+    "supports_video_input": true,
+    "supports_vision": true
+  },
+  "apac.amazon.nova-2-lite-v1:0": {
+    "input_cost_per_token": 6e-8,
+    "litellm_provider": "bedrock_converse",
+    "max_input_tokens": 1000000,
+    "max_output_tokens": 64000,
+    "max_tokens": 64000,
+    "mode": "chat",
+    "output_cost_per_token": 0.00000275,
+    "supports_function_calling": true,
+    "supports_pdf_input": true,
+    "supports_prompt_caching": true,
+    "supports_reasoning": true,
+    "supports_response_schema": true,
+    "supports_video_input": true,
+    "supports_vision": true
+  },
+  "eu.amazon.nova-2-lite-v1:0": {
+    "input_cost_per_token": 6e-8,
+    "litellm_provider": "bedrock_converse",
+    "max_input_tokens": 1000000,
+    "max_output_tokens": 64000,
+    "max_tokens": 64000,
+    "mode": "chat",
+    "output_cost_per_token": 0.00000275,
+    "supports_function_calling": true,
+    "supports_pdf_input": true,
+    "supports_prompt_caching": true,
+    "supports_reasoning": true,
+    "supports_response_schema": true,
+    "supports_video_input": true,
+    "supports_vision": true
+  },
+  "us.amazon.nova-2-lite-v1:0": {
+    "input_cost_per_token": 6e-8,
+    "litellm_provider": "bedrock_converse",
+    "max_input_tokens": 1000000,
+    "max_output_tokens": 64000,
+    "max_tokens": 64000,
+    "mode": "chat",
+    "output_cost_per_token": 0.00000275,
+    "supports_function_calling": true,
+    "supports_pdf_input": true,
+    "supports_prompt_caching": true,
+    "supports_reasoning": true,
+    "supports_response_schema": true,
+    "supports_video_input": true,
+    "supports_vision": true
+  },
   "amazon.nova-micro-v1:0": {
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     "litellm_provider": "bedrock_converse",
@@ -256,7 +326,7 @@
     "max_output_tokens": 10000,
     "max_tokens": 10000,
     "mode": "chat",
-    "output_cost_per_token": 3.2e-6,
+    "output_cost_per_token": 0.0000032,
     "supports_function_calling": true,
     "supports_pdf_input": true,
     "supports_prompt_caching": true,
@@ -265,7 +335,7 @@
   },
   "amazon.rerank-v1:0": {
     "input_cost_per_query": 0.001,
-    "input_cost_per_token": 0.0,
+    "input_cost_per_token": 0,
     "litellm_provider": "bedrock",
     "max_document_chunks_per_query": 100,
     "max_input_tokens": 32000,
@@ -274,10 +344,10 @@
     "max_tokens": 32000,
     "max_tokens_per_document_chunk": 512,
     "mode": "rerank",
-    "output_cost_per_token": 0.0
+    "output_cost_per_token": 0
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   "amazon.titan-embed-image-v1": {
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+    "input_cost_per_image": 0.00006,
     "input_cost_per_token": 8e-7,
     "litellm_provider": "bedrock",
     "max_input_tokens": 128,
@@ -286,7 +356,7 @@
       "notes": "'supports_image_input' is a deprecated field. Use 'supports_embedding_image_input' instead."
     },
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
     "output_vector_size": 1024,
     "source": "https://us-east-1.console.aws.amazon.com/bedrock/home?region=us-east-1#/providers?model=amazon.titan-image-generator-v1",
     "supports_embedding_image_input": true,
@@ -298,7 +368,7 @@
     "max_input_tokens": 8192,
     "max_tokens": 8192,
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
     "output_vector_size": 1536
   },
   "amazon.titan-embed-text-v2:0": {
@@ -307,11 +377,11 @@
     "max_input_tokens": 8192,
     "max_tokens": 8192,
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
     "output_vector_size": 1024
   },
   "amazon.titan-image-generator-v1": {
-    "input_cost_per_image": 0.0,
+    "input_cost_per_image": 0,
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     "output_cost_per_image_premium_image": 0.01,
     "output_cost_per_image_above_512_and_512_pixels": 0.01,
@@ -320,7 +390,16 @@
     "mode": "image_generation"
   },
   "amazon.titan-image-generator-v2": {
-    "input_cost_per_image": 0.0,
+    "input_cost_per_image": 0,
+    "output_cost_per_image": 0.008,
+    "output_cost_per_image_premium_image": 0.01,
+    "output_cost_per_image_above_1024_and_1024_pixels": 0.01,
+    "output_cost_per_image_above_1024_and_1024_pixels_and_premium_image": 0.012,
+    "litellm_provider": "bedrock",
+    "mode": "image_generation"
+  },
+  "amazon.titan-image-generator-v2:0": {
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     "output_cost_per_image": 0.008,
     "output_cost_per_image_premium_image": 0.01,
     "output_cost_per_image_above_1024_and_1024_pixels": 0.01,
@@ -329,18 +408,18 @@
     "mode": "image_generation"
   },
   "twelvelabs.marengo-embed-2-7-v1:0": {
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+    "input_cost_per_token": 0.00007,
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     "max_tokens": 77,
     "mode": "embedding",
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+    "output_cost_per_token": 0,
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     "supports_embedding_image_input": true,
     "supports_image_input": true
   },
   "us.twelvelabs.marengo-embed-2-7-v1:0": {
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+    "input_cost_per_token": 0.00007,
     "input_cost_per_video_per_second": 0.0007,
     "input_cost_per_audio_per_second": 0.00014,
     "input_cost_per_image": 0.0001,
@@ -348,13 +427,13 @@
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     "max_tokens": 77,
     "mode": "embedding",
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+    "output_cost_per_token": 0,
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     "supports_embedding_image_input": true,
     "supports_image_input": true
   },
   "eu.twelvelabs.marengo-embed-2-7-v1:0": {
-    "input_cost_per_token": 7e-5,
+    "input_cost_per_token": 0.00007,
     "input_cost_per_video_per_second": 0.0007,
     "input_cost_per_audio_per_second": 0.00014,
     "input_cost_per_image": 0.0001,
@@ -362,40 +441,40 @@
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     "max_tokens": 77,
     "mode": "embedding",
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+    "output_cost_per_token": 0,
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     "supports_video_input": true
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   "amazon.titan-text-express-v1": {
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-    "output_cost_per_token": 1.7e-6
+    "output_cost_per_token": 0.0000017
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@@ -413,10 +492,10 @@
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-    "output_cost_per_token": 1.5e-6
+    "output_cost_per_token": 0.0000015
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   "anthropic.claude-3-5-haiku-20241022-v1:0": {
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@@ -424,7 +503,7 @@
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     "supports_function_calling": true,
     "supports_pdf_input": true,
@@ -433,15 +512,15 @@
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   },
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     "max_tokens": 64000,
     "mode": "chat",
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     "source": "https://aws.amazon.com/about-aws/whats-new/2025/10/claude-4-5-haiku-anthropic-amazon-bedrock",
     "supports_assistant_prefill": true,
     "supports_computer_use": true,
@@ -455,15 +534,15 @@
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   },
   "anthropic.claude-haiku-4-5@20251001": {
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+    "cache_creation_input_token_cost": 0.00000125,
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     "max_output_tokens": 64000,
     "max_tokens": 64000,
     "mode": "chat",
-    "output_cost_per_token": 5e-6,
+    "output_cost_per_token": 0.000005,
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     "supports_assistant_prefill": true,
     "supports_computer_use": true,
@@ -477,13 +556,13 @@
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   },
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@@ -491,15 +570,15 @@
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   },
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@@ -510,15 +589,15 @@
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@@ -530,15 +609,15 @@
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@@ -556,7 +635,7 @@
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@@ -564,26 +643,26 @@
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     "mode": "chat",
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@@ -597,19 +676,19 @@
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+    "output_cost_per_token": 0.0000024,
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@@ -627,15 +706,41 @@
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+      "search_context_size_medium": 0.01
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+    "supports_computer_use": true,
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+    "supports_pdf_input": true,
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+    "supports_reasoning": true,
+    "supports_response_schema": true,
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+    "supports_vision": true,
+    "tool_use_system_prompt_tokens": 159
+  },
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+    "cache_read_input_token_cost": 5e-7,
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@@ -653,19 +758,19 @@
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-    "cache_creation_input_token_cost_above_200k_tokens": 7.5e-6,
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@@ -683,19 +788,19 @@
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@@ -713,22 +818,22 @@
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@@ -741,22 +846,22 @@
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@@ -779,13 +884,13 @@
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@@ -797,13 +902,13 @@
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@@ -882,7 +987,7 @@
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@@ -890,13 +995,13 @@
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@@ -904,15 +1009,15 @@
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@@ -929,7 +1034,7 @@
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@@ -937,15 +1042,15 @@
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@@ -959,13 +1064,13 @@
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@@ -973,19 +1078,19 @@
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@@ -1003,31 +1108,31 @@
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@@ -1050,17 +1155,17 @@
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@@ -1075,23 +1180,77 @@
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@@ -1111,14 +1270,14 @@
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@@ -1128,14 +1287,14 @@
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@@ -1161,15 +1320,15 @@
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@@ -1178,17 +1337,17 @@
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@@ -1197,17 +1356,17 @@
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@@ -1219,13 +1378,13 @@
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@@ -1248,7 +1407,7 @@
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@@ -1265,13 +1424,13 @@
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@@ -1288,13 +1447,13 @@
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@@ -1311,13 +1470,13 @@
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@@ -1340,7 +1499,7 @@
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@@ -1379,14 +1538,14 @@
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@@ -1395,29 +1554,29 @@
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   "azure/eu/o1-preview-2024-09-12": {
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-    "input_cost_per_token": 1.65e-5,
+    "cache_read_input_token_cost": 0.00000825,
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@@ -1425,30 +1584,30 @@
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   },
   "azure/global-standard/gpt-4o-2024-08-06": {
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+    "cache_read_input_token_cost": 0.00000125,
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@@ -1457,15 +1616,15 @@
     "supports_vision": true
   },
   "azure/global-standard/gpt-4o-2024-11-20": {
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+    "cache_read_input_token_cost": 0.00000125,
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@@ -1488,14 +1647,14 @@
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@@ -1505,14 +1664,14 @@
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-    "input_cost_per_token": 2.5e-6,
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@@ -1522,13 +1681,13 @@
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-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_token": 0.00000125,
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
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     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text", "image"],
@@ -1545,13 +1704,13 @@
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
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@@ -1568,13 +1727,13 @@
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   "azure/global/gpt-5.1-codex": {
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+    "input_cost_per_token": 0.00000125,
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "responses",
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@@ -1597,7 +1756,7 @@
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     "max_tokens": 128000,
     "mode": "responses",
-    "output_cost_per_token": 2e-6,
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@@ -1619,7 +1778,7 @@
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     "max_tokens": 4096,
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@@ -1631,18 +1790,18 @@
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   "azure/gpt-3.5-turbo-instruct-0914": {
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+    "input_cost_per_token": 0.0000015,
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     "max_input_tokens": 4097,
     "max_tokens": 4097,
     "mode": "completion",
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@@ -1651,7 +1810,7 @@
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@@ -1663,7 +1822,7 @@
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@@ -1676,122 +1835,122 @@
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   "azure/gpt-35-turbo-0613": {
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   "azure/gpt-35-turbo-1106": {
     "deprecation_date": "2025-03-31",
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     "max_tokens": 4096,
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   "azure/gpt-35-turbo-16k": {
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+    "input_cost_per_token": 0.000003,
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     "mode": "completion",
-    "output_cost_per_token": 2e-6
+    "output_cost_per_token": 0.000002
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   "azure/gpt-4": {
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   "azure/gpt-4-0125-preview": {
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+    "input_cost_per_token": 0.00001,
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   "azure/gpt-4-0613": {
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+    "input_cost_per_token": 0.00003,
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     "mode": "chat",
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     "supports_tool_choice": true
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   "azure/gpt-4-1106-preview": {
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+    "input_cost_per_token": 0.00001,
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     "max_output_tokens": 4096,
     "max_tokens": 4096,
     "mode": "chat",
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     "supports_tool_choice": true
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   "azure/gpt-4-32k": {
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+    "input_cost_per_token": 0.00006,
     "litellm_provider": "azure",
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@@ -1801,7 +1960,7 @@
     "supports_tool_choice": true
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+    "input_cost_per_token": 0.00006,
     "litellm_provider": "azure",
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@@ -1811,52 +1970,52 @@
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   "azure/gpt-4-turbo": {
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+    "input_cost_per_token": 0.00001,
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     "supports_tool_choice": true
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   "azure/gpt-4-turbo-2024-04-09": {
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     "supports_vision": true
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   "azure/gpt-4-turbo-vision-preview": {
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+    "input_cost_per_token": 0.00001,
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     "max_tokens": 4096,
     "mode": "chat",
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+    "output_cost_per_token": 0.00003,
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-    "input_cost_per_token": 2e-6,
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+    "input_cost_per_token": 0.000002,
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     "litellm_provider": "azure",
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     "supported_modalities": ["text", "image"],
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@@ -1873,15 +2032,15 @@
   "azure/gpt-4.1-2025-04-14": {
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@@ -1904,7 +2063,7 @@
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@@ -1929,7 +2088,7 @@
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@@ -1992,16 +2151,16 @@
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@@ -2011,14 +2170,14 @@
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+    "cache_read_input_token_cost": 0.00000125,
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@@ -2027,13 +2186,13 @@
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@@ -2042,14 +2201,14 @@
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@@ -2059,14 +2218,14 @@
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-    "input_cost_per_token": 2.75e-6,
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     "max_output_tokens": 16384,
     "max_tokens": 16384,
     "mode": "chat",
-    "output_cost_per_token": 1.1e-5,
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     "supports_parallel_function_calling": true,
     "supports_prompt_caching": true,
@@ -2075,15 +2234,15 @@
     "supports_vision": true
   },
   "azure/gpt-audio-2025-08-28": {
-    "input_cost_per_audio_token": 4e-5,
-    "input_cost_per_token": 2.5e-6,
+    "input_cost_per_audio_token": 0.00004,
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     "max_tokens": 16384,
     "mode": "chat",
-    "output_cost_per_audio_token": 8e-5,
-    "output_cost_per_token": 1e-5,
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     "supported_endpoints": ["/v1/chat/completions"],
     "supported_modalities": ["text", "audio"],
     "supported_output_modalities": ["text", "audio"],
@@ -2098,15 +2257,15 @@
     "supports_vision": false
   },
   "azure/gpt-audio-mini-2025-10-06": {
-    "input_cost_per_audio_token": 1e-5,
+    "input_cost_per_audio_token": 0.00001,
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     "mode": "chat",
-    "output_cost_per_audio_token": 2e-5,
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+    "output_cost_per_audio_token": 0.00002,
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     "supported_modalities": ["text", "audio"],
     "supported_output_modalities": ["text", "audio"],
@@ -2121,15 +2280,15 @@
     "supports_vision": false
   },
   "azure/gpt-4o-audio-preview-2024-12-17": {
-    "input_cost_per_audio_token": 4e-5,
-    "input_cost_per_token": 2.5e-6,
+    "input_cost_per_audio_token": 0.00004,
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-    "output_cost_per_audio_token": 8e-5,
-    "output_cost_per_token": 1e-5,
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     "supported_modalities": ["text", "audio"],
     "supported_output_modalities": ["text", "audio"],
@@ -2176,15 +2335,15 @@
     "supports_vision": true
   },
   "azure/gpt-4o-mini-audio-preview-2024-12-17": {
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-    "input_cost_per_token": 2.5e-6,
+    "input_cost_per_audio_token": 0.00004,
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-    "output_cost_per_token": 1e-5,
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     "supported_modalities": ["text", "audio"],
     "supported_output_modalities": ["text", "audio"],
@@ -2201,15 +2360,15 @@
   "azure/gpt-4o-mini-realtime-preview-2024-12-17": {
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     "cache_read_input_token_cost": 3e-7,
-    "input_cost_per_audio_token": 1e-5,
+    "input_cost_per_audio_token": 0.00001,
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     "mode": "chat",
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+    "output_cost_per_audio_token": 0.00002,
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     "supports_audio_output": true,
     "supports_function_calling": true,
@@ -2218,18 +2377,18 @@
     "supports_tool_choice": true
   },
   "azure/gpt-realtime-2025-08-28": {
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-    "input_cost_per_audio_token": 3.2e-5,
-    "input_cost_per_image": 5e-6,
-    "input_cost_per_token": 4e-6,
+    "cache_creation_input_audio_token_cost": 0.000004,
+    "cache_read_input_token_cost": 0.000004,
+    "input_cost_per_audio_token": 0.000032,
+    "input_cost_per_image": 0.000005,
+    "input_cost_per_token": 0.000004,
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     "mode": "chat",
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-    "output_cost_per_token": 1.6e-5,
+    "output_cost_per_audio_token": 0.000064,
+    "output_cost_per_token": 0.000016,
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     "supported_modalities": ["text", "image", "audio"],
     "supported_output_modalities": ["text", "audio"],
@@ -2243,7 +2402,7 @@
   "azure/gpt-realtime-mini-2025-10-06": {
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     "cache_read_input_token_cost": 6e-8,
-    "input_cost_per_audio_token": 1e-5,
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     "litellm_provider": "azure",
@@ -2251,8 +2410,8 @@
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     "max_tokens": 4096,
     "mode": "chat",
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     "supported_output_modalities": ["text", "audio"],
@@ -2264,38 +2423,38 @@
     "supports_tool_choice": true
   },
   "azure/gpt-4o-mini-transcribe": {
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-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_audio_token": 0.000003,
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     "max_input_tokens": 16000,
     "max_output_tokens": 2000,
     "mode": "audio_transcription",
-    "output_cost_per_token": 5e-6,
+    "output_cost_per_token": 0.000005,
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
   "azure/gpt-4o-mini-tts": {
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+    "input_cost_per_token": 0.0000025,
     "litellm_provider": "azure",
     "mode": "audio_speech",
-    "output_cost_per_audio_token": 1.2e-5,
+    "output_cost_per_audio_token": 0.000012,
     "output_cost_per_second": 0.00025,
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     "supported_endpoints": ["/v1/audio/speech"],
     "supported_modalities": ["text", "audio"],
     "supported_output_modalities": ["audio"]
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-    "cache_read_input_token_cost": 2.5e-6,
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     "output_cost_per_audio_token": 0.0002,
-    "output_cost_per_token": 2e-5,
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     "supports_audio_input": true,
     "supports_audio_output": true,
     "supports_function_calling": true,
@@ -2304,16 +2463,16 @@
     "supports_tool_choice": true
   },
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-    "input_cost_per_audio_token": 4e-5,
-    "input_cost_per_token": 5e-6,
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+    "input_cost_per_audio_token": 0.00004,
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-    "output_cost_per_token": 2e-5,
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     "supported_output_modalities": ["text", "audio"],
     "supports_audio_input": true,
@@ -2324,37 +2483,37 @@
     "supports_tool_choice": true
   },
   "azure/gpt-4o-transcribe": {
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-    "input_cost_per_token": 2.5e-6,
+    "input_cost_per_audio_token": 0.000006,
+    "input_cost_per_token": 0.0000025,
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     "max_input_tokens": 16000,
     "max_output_tokens": 2000,
     "mode": "audio_transcription",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
   "azure/gpt-4o-transcribe-diarize": {
-    "input_cost_per_audio_token": 6e-6,
-    "input_cost_per_token": 2.5e-6,
+    "input_cost_per_audio_token": 0.000006,
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     "max_input_tokens": 16000,
     "max_output_tokens": 2000,
     "mode": "audio_transcription",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
   "azure/gpt-5.1-2025-11-13": {
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-    "input_cost_per_token": 1.25e-6,
-    "input_cost_per_token_priority": 2.5e-6,
+    "input_cost_per_token": 0.00000125,
+    "input_cost_per_token_priority": 0.0000025,
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     "max_input_tokens": 272000,
     "max_output_tokens": 128000,
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-    "output_cost_per_token": 1e-5,
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+    "output_cost_per_token": 0.00001,
+    "output_cost_per_token_priority": 0.00002,
     "supported_endpoints": ["/v1/chat/completions", "/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text", "image"],
@@ -2373,15 +2532,15 @@
   "azure/gpt-5.1-chat-2025-11-13": {
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+    "input_cost_per_token": 0.00000125,
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+    "output_cost_per_token": 0.00001,
+    "output_cost_per_token_priority": 0.00002,
     "supported_endpoints": ["/v1/chat/completions", "/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text", "image"],
@@ -2399,15 +2558,15 @@
   "azure/gpt-5.1-codex-2025-11-13": {
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+    "input_cost_per_token": 0.00000125,
+    "input_cost_per_token_priority": 0.0000025,
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     "max_output_tokens": 128000,
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     "mode": "responses",
-    "output_cost_per_token": 1e-5,
-    "output_cost_per_token_priority": 2e-5,
+    "output_cost_per_token": 0.00001,
+    "output_cost_per_token_priority": 0.00002,
     "supported_endpoints": ["/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -2432,8 +2591,8 @@
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     "max_tokens": 128000,
     "mode": "responses",
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-    "output_cost_per_token_priority": 3.6e-6,
+    "output_cost_per_token": 0.000002,
+    "output_cost_per_token_priority": 0.0000036,
     "supported_endpoints": ["/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -2450,13 +2609,13 @@
   },
   "azure/gpt-5": {
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-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_token": 0.00000125,
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "supported_endpoints": ["/v1/chat/completions", "/v1/batch", "/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -2473,13 +2632,13 @@
   },
   "azure/gpt-5-2025-08-07": {
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-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_token": 0.00000125,
     "litellm_provider": "azure",
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "supported_endpoints": ["/v1/chat/completions", "/v1/batch", "/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -2496,13 +2655,13 @@
   },
   "azure/gpt-5-chat": {
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-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_token": 0.00000125,
     "litellm_provider": "azure",
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "source": "https://azure.microsoft.com/en-us/blog/gpt-5-in-azure-ai-foundry-the-future-of-ai-apps-and-agents-starts-here/",
     "supported_endpoints": ["/v1/chat/completions", "/v1/batch", "/v1/responses"],
     "supported_modalities": ["text", "image"],
@@ -2520,13 +2679,13 @@
   },
   "azure/gpt-5-chat-latest": {
     "cache_read_input_token_cost": 1.25e-7,
-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_token": 0.00000125,
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     "max_output_tokens": 16384,
     "max_tokens": 16384,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "supported_endpoints": ["/v1/chat/completions", "/v1/batch", "/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -2543,13 +2702,13 @@
   },
   "azure/gpt-5-codex": {
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-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_token": 0.00000125,
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
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-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
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     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -2572,7 +2731,7 @@
     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
-    "output_cost_per_token": 2e-6,
+    "output_cost_per_token": 0.000002,
     "supported_endpoints": ["/v1/chat/completions", "/v1/batch", "/v1/responses"],
     "supported_modalities": ["text", "image"],
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@@ -2595,7 +2754,7 @@
     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
-    "output_cost_per_token": 2e-6,
+    "output_cost_per_token": 0.000002,
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     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -2657,7 +2816,7 @@
     "supports_vision": true
   },
   "azure/gpt-5-pro": {
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+    "input_cost_per_token": 0.000015,
     "litellm_provider": "azure",
     "max_input_tokens": 272000,
     "max_output_tokens": 128000,
@@ -2680,13 +2839,13 @@
   },
   "azure/gpt-5.1": {
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-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_token": 0.00000125,
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "supported_endpoints": ["/v1/chat/completions", "/v1/batch", "/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text", "image"],
@@ -2703,13 +2862,13 @@
   },
   "azure/gpt-5.1-chat": {
     "cache_read_input_token_cost": 1.25e-7,
-    "input_cost_per_token": 1.25e-6,
+    "input_cost_per_token": 0.00000125,
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
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     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text", "image"],
@@ -2726,13 +2885,36 @@
   },
   "azure/gpt-5.1-codex": {
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+    "input_cost_per_token": 0.00000125,
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     "max_output_tokens": 128000,
     "max_tokens": 128000,
     "mode": "responses",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
+    "supported_endpoints": ["/v1/responses"],
+    "supported_modalities": ["text", "image"],
+    "supported_output_modalities": ["text"],
+    "supports_function_calling": true,
+    "supports_native_streaming": true,
+    "supports_parallel_function_calling": true,
+    "supports_pdf_input": true,
+    "supports_prompt_caching": true,
+    "supports_reasoning": true,
+    "supports_response_schema": true,
+    "supports_system_messages": false,
+    "supports_tool_choice": true,
+    "supports_vision": true
+  },
+  "azure/gpt-5.1-codex-max": {
+    "cache_read_input_token_cost": 1.25e-7,
+    "input_cost_per_token": 0.00000125,
+    "litellm_provider": "azure",
+    "max_input_tokens": 400000,
+    "max_output_tokens": 128000,
+    "max_tokens": 128000,
+    "mode": "responses",
+    "output_cost_per_token": 0.00001,
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     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -2755,7 +2937,7 @@
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     "max_tokens": 128000,
     "mode": "responses",
-    "output_cost_per_token": 2e-6,
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@@ -2774,187 +2956,187 @@
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   "azure/mistral-large-latest": {
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@@ -2963,14 +3145,14 @@
     "supports_vision": true
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@@ -2980,13 +3162,13 @@
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@@ -2995,13 +3177,13 @@
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@@ -3009,14 +3191,14 @@
     "supports_vision": false
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@@ -3024,14 +3206,14 @@
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@@ -3041,13 +3223,13 @@
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@@ -3062,13 +3244,13 @@
   "azure/o3-2025-04-16": {
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     "cache_read_input_token_cost": 5e-7,
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@@ -3081,14 +3263,14 @@
     "supports_vision": true
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   "azure/o3-deep-research": {
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     "max_input_tokens": 200000,
     "max_output_tokens": 100000,
     "max_tokens": 100000,
     "mode": "responses",
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@@ -3105,13 +3287,13 @@
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@@ -3120,28 +3302,28 @@
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   "azure/o3-pro": {
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     "mode": "responses",
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@@ -3154,15 +3336,15 @@
     "supports_vision": true
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@@ -3176,13 +3358,13 @@
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@@ -3196,13 +3378,13 @@
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@@ -3212,28 +3394,28 @@
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     "litellm_provider": "azure",
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     "mode": "image_generation",
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@@ -3241,7 +3423,7 @@
     "max_input_tokens": 8191,
     "max_tokens": 8191,
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+    "output_cost_per_token": 0
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@@ -3250,7 +3432,7 @@
     "max_input_tokens": 8191,
     "max_tokens": 8191,
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@@ -3258,42 +3440,42 @@
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     "max_tokens": 8191,
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+    "output_cost_per_token": 0
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   "azure/speech/azure-tts": {
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+    "input_cost_per_character": 0.000015,
     "litellm_provider": "azure",
     "mode": "audio_speech",
     "source": "https://azure.microsoft.com/en-us/pricing/calculator/"
   },
   "azure/speech/azure-tts-hd": {
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+    "input_cost_per_character": 0.00003,
     "litellm_provider": "azure",
     "mode": "audio_speech",
     "source": "https://azure.microsoft.com/en-us/pricing/calculator/"
   },
   "azure/tts-1": {
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+    "input_cost_per_character": 0.000015,
     "litellm_provider": "azure",
     "mode": "audio_speech"
   },
   "azure/tts-1-hd": {
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+    "input_cost_per_character": 0.00003,
     "litellm_provider": "azure",
     "mode": "audio_speech"
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@@ -5536,16 +5731,16 @@
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@@ -5557,17 +5752,17 @@
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@@ -5578,17 +5773,17 @@
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@@ -5634,17 +5829,17 @@
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@@ -5663,17 +5858,17 @@
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@@ -5692,7 +5887,7 @@
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@@ -5730,17 +5925,17 @@
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-    "cache_creation_input_token_cost_above_1hr": 6e-6,
-    "cache_read_input_token_cost": 1.5e-6,
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     "mode": "chat",
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@@ -5750,15 +5945,15 @@
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-    "cache_read_input_token_cost": 1.5e-6,
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@@ -5776,19 +5971,19 @@
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-    "cache_creation_input_token_cost_above_200k_tokens": 7.5e-6,
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@@ -5806,19 +6001,19 @@
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   "claude-sonnet-4-5": {
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@@ -5836,19 +6031,19 @@
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@@ -5867,19 +6062,19 @@
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@@ -5892,16 +6087,16 @@
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@@ -5919,17 +6114,17 @@
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@@ -5947,17 +6142,71 @@
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+    "supports_tool_choice": true,
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+    "tool_use_system_prompt_tokens": 159
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+    "cache_creation_input_token_cost_above_1hr": 0.00001,
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@@ -5976,20 +6225,20 @@
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@@ -6007,40 +6256,40 @@
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   "cloudflare/@hf/thebloke/codellama-7b-instruct-awq": {
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@@ -6222,38 +6471,38 @@
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@@ -6278,13 +6527,13 @@
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@@ -6294,17 +6543,17 @@
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@@ -6313,7 +6562,7 @@
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@@ -6322,7 +6571,7 @@
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@@ -6331,7 +6580,7 @@
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@@ -6341,13 +6590,13 @@
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@@ -6356,25 +6605,25 @@
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     "mode": "rerank",
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@@ -6389,13 +6638,13 @@
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     "input_cost_per_token": 1.5e-7,
@@ -6420,24 +6669,24 @@
     "supports_tool_choice": true
   },
   "command-r-plus": {
-    "input_cost_per_token": 2.5e-6,
+    "input_cost_per_token": 0.0000025,
     "litellm_provider": "cohere_chat",
     "max_input_tokens": 128000,
     "max_output_tokens": 4096,
     "max_tokens": 4096,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "supports_function_calling": true,
     "supports_tool_choice": true
   },
   "command-r-plus-08-2024": {
-    "input_cost_per_token": 2.5e-6,
+    "input_cost_per_token": 0.0000025,
     "litellm_provider": "cohere_chat",
     "max_input_tokens": 128000,
     "max_output_tokens": 4096,
     "max_tokens": 4096,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
+    "output_cost_per_token": 0.00001,
     "supports_function_calling": true,
     "supports_tool_choice": true
   },
@@ -6454,13 +6703,13 @@
     "supports_tool_choice": true
   },
   "computer-use-preview": {
-    "input_cost_per_token": 3e-6,
+    "input_cost_per_token": 0.000003,
     "litellm_provider": "azure",
     "max_input_tokens": 8192,
     "max_output_tokens": 1024,
     "max_tokens": 1024,
     "mode": "chat",
-    "output_cost_per_token": 1.2e-5,
+    "output_cost_per_token": 0.000012,
     "supported_endpoints": ["/v1/responses"],
     "supported_modalities": ["text", "image"],
     "supported_output_modalities": ["text"],
@@ -6481,7 +6730,7 @@
     "max_output_tokens": 8192,
     "max_tokens": 131072,
     "mode": "chat",
-    "output_cost_per_token": 1.7e-6,
+    "output_cost_per_token": 0.0000017,
     "source": "https://api-docs.deepseek.com/quick_start/pricing",
     "supported_endpoints": ["/v1/chat/completions"],
     "supports_function_calling": true,
@@ -6500,7 +6749,7 @@
     "max_output_tokens": 65536,
     "max_tokens": 131072,
     "mode": "chat",
-    "output_cost_per_token": 1.7e-6,
+    "output_cost_per_token": 0.0000017,
     "source": "https://api-docs.deepseek.com/quick_start/pricing",
     "supported_endpoints": ["/v1/chat/completions"],
     "supports_function_calling": false,
@@ -6519,7 +6768,7 @@
     "max_output_tokens": 16384,
     "max_tokens": 1000000,
     "mode": "chat",
-    "output_cost_per_token": 1.5e-6,
+    "output_cost_per_token": 0.0000015,
     "source": "https://www.alibabacloud.com/help/en/model-studio/models",
     "supports_function_calling": true,
     "supports_reasoning": true,
@@ -6539,12 +6788,12 @@
       {
         "input_cost_per_token": 5e-8,
         "output_cost_per_token": 4e-7,
-        "range": [0, 256000.0]
+        "range": [0, 256000]
       },
       {
         "input_cost_per_token": 2.5e-7,
-        "output_cost_per_token": 2e-6,
-        "range": [256000.0, 1000000.0]
+        "output_cost_per_token": 0.000002,
+        "range": [256000, 1000000]
       }
     ]
   },
@@ -6562,23 +6811,23 @@
       {
         "input_cost_per_token": 5e-8,
         "output_cost_per_token": 4e-7,
-        "range": [0, 256000.0]
+        "range": [0, 256000]
       },
       {
         "input_cost_per_token": 2.5e-7,
-        "output_cost_per_token": 2e-6,
-        "range": [256000.0, 1000000.0]
+        "output_cost_per_token": 0.000002,
+        "range": [256000, 1000000]
       }
     ]
   },
   "dashscope/qwen-max": {
-    "input_cost_per_token": 1.6e-6,
+    "input_cost_per_token": 0.0000016,
     "litellm_provider": "dashscope",
     "max_input_tokens": 30720,
     "max_output_tokens": 8192,
     "max_tokens": 32768,
     "mode": "chat",
-    "output_cost_per_token": 6.4e-6,
+    "output_cost_per_token": 0.0000064,
     "source": "https://www.alibabacloud.com/help/en/model-studio/models",
     "supports_function_calling": true,
     "supports_reasoning": true,
@@ -6591,7 +6840,7 @@
     "max_output_tokens": 16384,
     "max_tokens": 131072,
     "mode": "chat",
-    "output_cost_per_token": 1.2e-6,
+    "output_cost_per_token": 0.0000012,
     "source": "https://www.alibabacloud.com/help/en/model-studio/models",
     "supports_function_calling": true,
     "supports_reasoning": true,
@@ -6604,7 +6853,7 @@
     "max_output_tokens": 8192,
     "max_tokens": 131072,
     "mode": "chat",
-    "output_cost_per_token": 1.2e-6,
+    "output_cost_per_token": 0.0000012,
     "source": "https://www.alibabacloud.com/help/en/model-studio/models",
     "supports_function_calling": true,
     "supports_reasoning": true,
@@ -6617,8 +6866,8 @@
     "max_output_tokens": 16384,
     "max_tokens": 131072,
     "mode": "chat",
-    "output_cost_per_reasoning_token": 4e-6,
-    "output_cost_per_token": 1.2e-6,
+    "output_cost_per_reasoning_token": 0.000004,
+    "output_cost_per_token": 0.0000012,
     "source": "https://www.alibabacloud.com/help/en/model-studio/models",
     "supports_function_calling": true,
     "supports_reasoning": true,
@@ -6631,8 +6880,8 @@
     "max_output_tokens": 16384,
     "max_tokens": 131072,
     "mode": "chat",
-    "output_cost_per_reasoning_token": 4e-6,
-    "output_cost_per_token": 1.2e-6,
+    "output_cost_per_reasoning_token": 0.000004,
+    "output_cost_per_token": 0.0000012,
     "source": "https://www.alibabacloud.com/help/en/model-studio/models",
     "supports_function_calling": true,
     "supports_reasoning": true,
@@ -6651,15 +6900,15 @@
     "tiered_pricing": [
       {
         "input_cost_per_token": 4e-7,
-        "output_cost_per_reasoning_token": 4e-6,
-        "output_cost_per_token": 1.2e-6,
-        "range": [0, 256000.0]
+        "output_cost_per_reasoning_token": 0.000004,
+        "output_cost_per_token": 0.0000012,
+        "range": [0, 256000]
       },
       {
-        "input_cost_per_token": 1.2e-6,
-        "output_cost_per_reasoning_token": 1.2e-5,
-        "output_cost_per_token": 3.6e-6,
-        "range": [256000.0, 1000000.0]
+        "input_cost_per_token": 0.0000012,
+        "output_cost_per_reasoning_token": 0.000012,
+        "output_cost_per_token": 0.0000036,
+        "range": [256000, 1000000]
       }
     ]
   },
@@ -6676,15 +6925,15 @@
     "tiered_pricing": [
       {
         "input_cost_per_token": 4e-7,
-        "output_cost_per_reasoning_token": 4e-6,
-        "output_cost_per_token": 1.2e-6,
-        "range": [0, 256000.0]
+        "output_cost_per_reasoning_token": 0.000004,
+        "output_cost_per_token": 0.0000012,
+        "range": [0, 256000]
       },
       {
-        "input_cost_per_token": 1.2e-6,
-        "output_cost_per_reasoning_token": 1.2e-5,
-        "output_cost_per_token": 3.6e-6,
-        "range": [256000.0, 1000000.0]
+        "input_cost_per_token": 0.0000012,
+        "output_cost_per_reasoning_token": 0.000012,
+        "output_cost_per_token": 0.0000036,
+        "range": [256000, 1000000]
       }
     ]
   },
@@ -6701,15 +6950,15 @@
     "tiered_pricing": [
       {
         "input_cost_per_token": 4e-7,
-        "output_cost_per_reasoning_token": 4e-6,
-        "output_cost_per_token": 1.2e-6,
-        "range": [0, 256000.0]
+        "output_cost_per_reasoning_token": 0.000004,
+        "output_cost_per_token": 0.0000012,
+        "range": [0, 256000]
       },
       {
-        "input_cost_per_token": 1.2e-6,
-        "output_cost_per_reasoning_token": 1.2e-5,
-        "output_cost_per_token": 3.6e-6,
-        "range": [256000.0, 1000000.0]
+        "input_cost_per_token": 0.0000012,
+        "output_cost_per_reasoning_token": 0.000012,
+        "output_cost_per_token": 0.0000036,
+        "range": [256000, 1000000]
       }
     ]
   },
@@ -6793,26 +7042,26 @@
       {
         "cache_read_input_token_cost": 8e-8,
         "input_cost_per_token": 3e-7,
-        "output_cost_per_token": 1.5e-6,
-        "range": [0, 32000.0]
+        "output_cost_per_token": 0.0000015,
+        "range": [0, 32000]
       },
       {
         "cache_read_input_token_cost": 1.2e-7,
         "input_cost_per_token": 5e-7,
-        "output_cost_per_token": 2.5e-6,
-        "range": [32000.0, 128000.0]
+        "output_cost_per_token": 0.0000025,
+        "range": [32000, 128000]
       },
       {
         "cache_read_input_token_cost": 2e-7,
         "input_cost_per_token": 8e-7,
-        "output_cost_per_token": 4e-6,
-        "range": [128000.0, 256000.0]
+        "output_cost_per_token": 0.000004,
+        "range": [128000, 256000]
       },
       {
         "cache_read_input_token_cost": 4e-7,
-        "input_cost_per_token": 1.6e-6,
-        "output_cost_per_token": 9.6e-6,
-        "range": [256000.0, 1000000.0]
+        "input_cost_per_token": 0.0000016,
+        "output_cost_per_token": 0.0000096,
+        "range": [256000, 1000000]
       }
     ]
   },
@@ -6829,23 +7078,23 @@
     "tiered_pricing": [
       {
         "input_cost_per_token": 3e-7,
-        "output_cost_per_token": 1.5e-6,
-        "range": [0, 32000.0]
+        "output_cost_per_token": 0.0000015,
+        "range": [0, 32000]
       },
       {
         "input_cost_per_token": 5e-7,
-        "output_cost_per_token": 2.5e-6,
-        "range": [32000.0, 128000.0]
+        "output_cost_per_token": 0.0000025,
+        "range": [32000, 128000]
       },
       {
         "input_cost_per_token": 8e-7,
-        "output_cost_per_token": 4e-6,
-        "range": [128000.0, 256000.0]
+        "output_cost_per_token": 0.000004,
+        "range": [128000, 256000]
       },
       {
-        "input_cost_per_token": 1.6e-6,
-        "output_cost_per_token": 9.6e-6,
-        "range": [256000.0, 1000000.0]
+        "input_cost_per_token": 0.0000016,
+        "output_cost_per_token": 0.0000096,
+        "range": [256000, 1000000]
       }
     ]
   },
@@ -6862,27 +7111,27 @@
     "tiered_pricing": [
       {
         "cache_read_input_token_cost": 1e-7,
-        "input_cost_per_token": 1e-6,
-        "output_cost_per_token": 5e-6,
-        "range": [0, 32000.0]
+        "input_cost_per_token": 0.000001,
+        "output_cost_per_token": 0.000005,
+        "range": [0, 32000]
       },
       {
         "cache_read_input_token_cost": 1.8e-7,
-        "input_cost_per_token": 1.8e-6,
-        "output_cost_per_token": 9e-6,
-        "range": [32000.0, 128000.0]
+        "input_cost_per_token": 0.0000018,
+        "output_cost_per_token": 0.000009,
+        "range": [32000, 128000]
       },
       {
         "cache_read_input_token_cost": 3e-7,
-        "input_cost_per_token": 3e-6,
-        "output_cost_per_token": 1.5e-5,
-        "range": [128000.0, 256000.0]
+        "input_cost_per_token": 0.000003,
+        "output_cost_per_token": 0.000015,
+        "range": [128000, 256000]
       },
       {
         "cache_read_input_token_cost": 6e-7,
-        "input_cost_per_token": 6e-6,
-        "output_cost_per_token": 6e-5,
-        "range": [256000.0, 1000000.0]
+        "input_cost_per_token": 0.000006,
+        "output_cost_per_token": 0.00006,
+        "range": [256000, 1000000]
       }
     ]
   },
@@ -6898,24 +7147,24 @@
     "supports_tool_choice": true,
     "tiered_pricing": [
       {
-        "input_cost_per_token": 1e-6,
-        "output_cost_per_token": 5e-6,
-        "range": [0, 32000.0]
+        "input_cost_per_token": 0.000001,
+        "output_cost_per_token": 0.000005,
+        "range": [0, 32000]
       },
       {
-        "input_cost_per_token": 1.8e-6,
-        "output_cost_per_token": 9e-6,
-        "range": [32000.0, 128000.0]
+        "input_cost_per_token": 0.0000018,
+        "output_cost_per_token": 0.000009,
+        "range": [32000, 128000]
       },
       {
-        "input_cost_per_token": 3e-6,
-        "output_cost_per_token": 1.5e-5,
-        "range": [128000.0, 256000.0]
+        "input_cost_per_token": 0.000003,
+        "output_cost_per_token": 0.000015,
+        "range": [128000, 256000]
       },
       {
-        "input_cost_per_token": 6e-6,
-        "output_cost_per_token": 6e-5,
-        "range": [256000.0, 1000000.0]
+        "input_cost_per_token": 0.000006,
+        "output_cost_per_token": 0.00006,
+        "range": [256000, 1000000]
       }
     ]
   },
@@ -6931,19 +7180,19 @@
     "supports_tool_choice": true,
     "tiered_pricing": [
       {
-        "input_cost_per_token": 1.2e-6,
-        "output_cost_per_token": 6e-6,
-        "range": [0, 32000.0]
+        "input_cost_per_token": 0.0000012,
+        "output_cost_per_token": 0.000006,
+        "range": [0, 32000]
       },
       {
-        "input_cost_per_token": 2.4e-6,
-        "output_cost_per_token": 1.2e-5,
-        "range": [32000.0, 128000.0]
+        "input_cost_per_token": 0.0000024,
+        "output_cost_per_token": 0.000012,
+        "range": [32000, 128000]
       },
       {
-        "input_cost_per_token": 3e-6,
-        "output_cost_per_token": 1.5e-5,
-        "range": [128000.0, 252000.0]
+        "input_cost_per_token": 0.000003,
+        "output_cost_per_token": 0.000015,
+        "range": [128000, 252000]
       }
     ]
   },
@@ -6954,7 +7203,7 @@
     "max_output_tokens": 8192,
     "max_tokens": 131072,
     "mode": "chat",
-    "output_cost_per_token": 2.4e-6,
+    "output_cost_per_token": 0.0000024,
     "source": "https://www.alibabacloud.com/help/en/model-studio/models",
     "supports_function_calling": true,
     "supports_reasoning": true,
@@ -6962,7 +7211,7 @@
   },
   "databricks/databricks-bge-large-en": {
     "input_cost_per_token": 1.0003e-7,
-    "input_dbu_cost_per_token": 1.429e-6,
+    "input_dbu_cost_per_token": 0.000001429,
     "litellm_provider": "databricks",
     "max_input_tokens": 512,
     "max_tokens": 512,
@@ -6970,49 +7219,321 @@
       "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
-    "output_dbu_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
+    "output_dbu_cost_per_token": 0,
     "output_vector_size": 1024,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
   },
   "databricks/databricks-claude-3-7-sonnet": {
-    "input_cost_per_token": 2.5e-6,
-    "input_dbu_cost_per_token": 3.571e-5,
+    "input_cost_per_token": 0.0000029999900000000002,
+    "input_dbu_cost_per_token": 0.000042857,
     "litellm_provider": "databricks",
     "max_input_tokens": 200000,
     "max_output_tokens": 128000,
     "max_tokens": 200000,
     "metadata": {
-      "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Claude 3.7 conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "chat",
-    "output_cost_per_token": 1.7857e-5,
-    "output_db_cost_per_token": 0.000214286,
-    "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
+    "output_cost_per_token": 0.000015000020000000002,
+    "output_dbu_cost_per_token": 0.000214286,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
     "supports_assistant_prefill": true,
     "supports_function_calling": true,
     "supports_reasoning": true,
     "supports_tool_choice": true
   },
-  "databricks/databricks-gte-large-en": {
-    "input_cost_per_token": 1.2999e-7,
-    "input_dbu_cost_per_token": 1.857e-6,
+  "databricks/databricks-claude-haiku-4-5": {
+    "input_cost_per_token": 0.00000100002,
+    "input_dbu_cost_per_token": 0.000014286,
     "litellm_provider": "databricks",
-    "max_input_tokens": 8192,
-    "max_tokens": 8192,
+    "max_input_tokens": 200000,
+    "max_output_tokens": 64000,
+    "max_tokens": 200000,
     "metadata": {
-      "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
-    "mode": "embedding",
-    "output_cost_per_token": 0.0,
-    "output_dbu_cost_per_token": 0.0,
-    "output_vector_size": 1024,
-    "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
-  },
-  "databricks/databricks-llama-2-70b-chat": {
-    "input_cost_per_token": 5.0001e-7,
-    "input_dbu_cost_per_token": 7.143e-6,
-    "litellm_provider": "databricks",
+    "mode": "chat",
+    "output_cost_per_token": 0.00000500003,
+    "output_dbu_cost_per_token": 0.000071429,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_assistant_prefill": true,
+    "supports_function_calling": true,
+    "supports_reasoning": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-claude-opus-4": {
+    "input_cost_per_token": 0.000015000020000000002,
+    "input_dbu_cost_per_token": 0.000214286,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 200000,
+    "max_output_tokens": 32000,
+    "max_tokens": 200000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.00007500003000000001,
+    "output_dbu_cost_per_token": 0.001071429,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_assistant_prefill": true,
+    "supports_function_calling": true,
+    "supports_reasoning": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-claude-opus-4-1": {
+    "input_cost_per_token": 0.000015000020000000002,
+    "input_dbu_cost_per_token": 0.000214286,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 200000,
+    "max_output_tokens": 32000,
+    "max_tokens": 200000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.00007500003000000001,
+    "output_dbu_cost_per_token": 0.001071429,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_assistant_prefill": true,
+    "supports_function_calling": true,
+    "supports_reasoning": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-claude-opus-4-5": {
+    "input_cost_per_token": 0.00000500003,
+    "input_dbu_cost_per_token": 0.000071429,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 200000,
+    "max_output_tokens": 64000,
+    "max_tokens": 200000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.000025000010000000002,
+    "output_dbu_cost_per_token": 0.000357143,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_assistant_prefill": true,
+    "supports_function_calling": true,
+    "supports_reasoning": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-claude-sonnet-4": {
+    "input_cost_per_token": 0.0000029999900000000002,
+    "input_dbu_cost_per_token": 0.000042857,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 200000,
+    "max_output_tokens": 64000,
+    "max_tokens": 200000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.000015000020000000002,
+    "output_dbu_cost_per_token": 0.000214286,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_assistant_prefill": true,
+    "supports_function_calling": true,
+    "supports_reasoning": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-claude-sonnet-4-1": {
+    "input_cost_per_token": 0.0000029999900000000002,
+    "input_dbu_cost_per_token": 0.000042857,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 200000,
+    "max_output_tokens": 64000,
+    "max_tokens": 200000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.000015000020000000002,
+    "output_dbu_cost_per_token": 0.000214286,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_assistant_prefill": true,
+    "supports_function_calling": true,
+    "supports_reasoning": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-claude-sonnet-4-5": {
+    "input_cost_per_token": 0.0000029999900000000002,
+    "input_dbu_cost_per_token": 0.000042857,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 200000,
+    "max_output_tokens": 64000,
+    "max_tokens": 200000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.000015000020000000002,
+    "output_dbu_cost_per_token": 0.000214286,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_assistant_prefill": true,
+    "supports_function_calling": true,
+    "supports_reasoning": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-gemini-2-5-flash": {
+    "input_cost_per_token": 3.0001999999999996e-7,
+    "input_dbu_cost_per_token": 0.000004285999999999999,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 1048576,
+    "max_output_tokens": 65535,
+    "max_tokens": 1048576,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.00000249998,
+    "output_dbu_cost_per_token": 0.000035714,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_function_calling": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-gemini-2-5-pro": {
+    "input_cost_per_token": 0.00000124999,
+    "input_dbu_cost_per_token": 0.000017857,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 1048576,
+    "max_output_tokens": 65536,
+    "max_tokens": 1048576,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.000009999990000000002,
+    "output_dbu_cost_per_token": 0.000142857,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
+    "supports_function_calling": true,
+    "supports_tool_choice": true
+  },
+  "databricks/databricks-gemma-3-12b": {
+    "input_cost_per_token": 1.5000999999999998e-7,
+    "input_dbu_cost_per_token": 0.0000021429999999999996,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 128000,
+    "max_output_tokens": 32000,
+    "max_tokens": 128000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 5.0001e-7,
+    "output_dbu_cost_per_token": 0.000007143,
+    "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
+  },
+  "databricks/databricks-gpt-5": {
+    "input_cost_per_token": 0.00000124999,
+    "input_dbu_cost_per_token": 0.000017857,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 400000,
+    "max_output_tokens": 128000,
+    "max_tokens": 400000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.000009999990000000002,
+    "output_dbu_cost_per_token": 0.000142857,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving"
+  },
+  "databricks/databricks-gpt-5-1": {
+    "input_cost_per_token": 0.00000124999,
+    "input_dbu_cost_per_token": 0.000017857,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 400000,
+    "max_output_tokens": 128000,
+    "max_tokens": 400000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.000009999990000000002,
+    "output_dbu_cost_per_token": 0.000142857,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving"
+  },
+  "databricks/databricks-gpt-5-mini": {
+    "input_cost_per_token": 2.4997000000000006e-7,
+    "input_dbu_cost_per_token": 0.000003571,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 400000,
+    "max_output_tokens": 128000,
+    "max_tokens": 400000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 0.0000019999700000000004,
+    "output_dbu_cost_per_token": 0.000028571,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving"
+  },
+  "databricks/databricks-gpt-5-nano": {
+    "input_cost_per_token": 4.998e-8,
+    "input_dbu_cost_per_token": 7.14e-7,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 400000,
+    "max_output_tokens": 128000,
+    "max_tokens": 400000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 3.9998000000000007e-7,
+    "output_dbu_cost_per_token": 0.000005714000000000001,
+    "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving"
+  },
+  "databricks/databricks-gpt-oss-120b": {
+    "input_cost_per_token": 1.5000999999999998e-7,
+    "input_dbu_cost_per_token": 0.0000021429999999999996,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 131072,
+    "max_output_tokens": 131072,
+    "max_tokens": 131072,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 5.9997e-7,
+    "output_dbu_cost_per_token": 0.000008571,
+    "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
+  },
+  "databricks/databricks-gpt-oss-20b": {
+    "input_cost_per_token": 7e-8,
+    "input_dbu_cost_per_token": 0.000001,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 131072,
+    "max_output_tokens": 131072,
+    "max_tokens": 131072,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 3.0001999999999996e-7,
+    "output_dbu_cost_per_token": 0.000004285999999999999,
+    "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
+  },
+  "databricks/databricks-gte-large-en": {
+    "input_cost_per_token": 1.2999000000000001e-7,
+    "input_dbu_cost_per_token": 0.000001857,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 8192,
+    "max_tokens": 8192,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "embedding",
+    "output_cost_per_token": 0,
+    "output_dbu_cost_per_token": 0,
+    "output_vector_size": 1024,
+    "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
+  },
+  "databricks/databricks-llama-2-70b-chat": {
+    "input_cost_per_token": 5.0001e-7,
+    "input_dbu_cost_per_token": 0.000007143,
+    "litellm_provider": "databricks",
     "max_input_tokens": 4096,
     "max_output_tokens": 4096,
     "max_tokens": 4096,
@@ -7020,14 +7541,14 @@
       "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "chat",
-    "output_cost_per_token": 1.5e-6,
-    "output_dbu_cost_per_token": 2.1429e-5,
+    "output_cost_per_token": 0.0000015000300000000002,
+    "output_dbu_cost_per_token": 0.000021429,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
     "supports_tool_choice": true
   },
   "databricks/databricks-llama-4-maverick": {
-    "input_cost_per_token": 5e-6,
-    "input_dbu_cost_per_token": 7.143e-5,
+    "input_cost_per_token": 5.0001e-7,
+    "input_dbu_cost_per_token": 0.000007143,
     "litellm_provider": "databricks",
     "max_input_tokens": 128000,
     "max_output_tokens": 128000,
@@ -7036,14 +7557,14 @@
       "notes": "Databricks documentation now provides both DBU costs (_dbu_cost_per_token) and dollar costs(_cost_per_token)."
     },
     "mode": "chat",
-    "output_cost_per_token": 1.5e-5,
-    "output_dbu_cost_per_token": 0.00021429,
+    "output_cost_per_token": 0.0000015000300000000002,
+    "output_dbu_cost_per_token": 0.000021429,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
     "supports_tool_choice": true
   },
   "databricks/databricks-meta-llama-3-1-405b-instruct": {
-    "input_cost_per_token": 5e-6,
-    "input_dbu_cost_per_token": 7.1429e-5,
+    "input_cost_per_token": 0.00000500003,
+    "input_dbu_cost_per_token": 0.000071429,
     "litellm_provider": "databricks",
     "max_input_tokens": 128000,
     "max_output_tokens": 128000,
@@ -7052,14 +7573,29 @@
       "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "chat",
-    "output_cost_per_token": 1.500002e-5,
-    "output_db_cost_per_token": 0.000214286,
+    "output_cost_per_token": 0.000015000020000000002,
+    "output_dbu_cost_per_token": 0.000214286,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
     "supports_tool_choice": true
   },
+  "databricks/databricks-meta-llama-3-1-8b-instruct": {
+    "input_cost_per_token": 1.5000999999999998e-7,
+    "input_dbu_cost_per_token": 0.0000021429999999999996,
+    "litellm_provider": "databricks",
+    "max_input_tokens": 200000,
+    "max_output_tokens": 128000,
+    "max_tokens": 200000,
+    "metadata": {
+      "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
+    },
+    "mode": "chat",
+    "output_cost_per_token": 4.5003000000000007e-7,
+    "output_dbu_cost_per_token": 0.000006429000000000001,
+    "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
+  },
   "databricks/databricks-meta-llama-3-3-70b-instruct": {
-    "input_cost_per_token": 1.00002e-6,
-    "input_dbu_cost_per_token": 1.4286e-5,
+    "input_cost_per_token": 5.0001e-7,
+    "input_dbu_cost_per_token": 0.000007143,
     "litellm_provider": "databricks",
     "max_input_tokens": 128000,
     "max_output_tokens": 128000,
@@ -7068,14 +7604,14 @@
       "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "chat",
-    "output_cost_per_token": 2.99999e-6,
-    "output_dbu_cost_per_token": 4.2857e-5,
+    "output_cost_per_token": 0.0000015000300000000002,
+    "output_dbu_cost_per_token": 0.000021429,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
     "supports_tool_choice": true
   },
   "databricks/databricks-meta-llama-3-70b-instruct": {
-    "input_cost_per_token": 1.00002e-6,
-    "input_dbu_cost_per_token": 1.4286e-5,
+    "input_cost_per_token": 0.00000100002,
+    "input_dbu_cost_per_token": 0.000014286,
     "litellm_provider": "databricks",
     "max_input_tokens": 128000,
     "max_output_tokens": 128000,
@@ -7084,14 +7620,14 @@
       "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "chat",
-    "output_cost_per_token": 2.99999e-6,
-    "output_dbu_cost_per_token": 4.2857e-5,
+    "output_cost_per_token": 0.0000029999900000000002,
+    "output_dbu_cost_per_token": 0.000042857,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
     "supports_tool_choice": true
   },
   "databricks/databricks-mixtral-8x7b-instruct": {
     "input_cost_per_token": 5.0001e-7,
-    "input_dbu_cost_per_token": 7.143e-6,
+    "input_dbu_cost_per_token": 0.000007143,
     "litellm_provider": "databricks",
     "max_input_tokens": 4096,
     "max_output_tokens": 4096,
@@ -7100,14 +7636,14 @@
       "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "chat",
-    "output_cost_per_token": 9.9902e-7,
-    "output_dbu_cost_per_token": 1.4286e-5,
+    "output_cost_per_token": 0.00000100002,
+    "output_dbu_cost_per_token": 0.000014286,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
     "supports_tool_choice": true
   },
   "databricks/databricks-mpt-30b-instruct": {
-    "input_cost_per_token": 9.9902e-7,
-    "input_dbu_cost_per_token": 1.4286e-5,
+    "input_cost_per_token": 0.00000100002,
+    "input_dbu_cost_per_token": 0.000014286,
     "litellm_provider": "databricks",
     "max_input_tokens": 8192,
     "max_output_tokens": 8192,
@@ -7116,14 +7652,14 @@
       "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "chat",
-    "output_cost_per_token": 9.9902e-7,
-    "output_dbu_cost_per_token": 1.4286e-5,
+    "output_cost_per_token": 0.00000100002,
+    "output_dbu_cost_per_token": 0.000014286,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
     "supports_tool_choice": true
   },
   "databricks/databricks-mpt-7b-instruct": {
     "input_cost_per_token": 5.0001e-7,
-    "input_dbu_cost_per_token": 7.143e-6,
+    "input_dbu_cost_per_token": 0.000007143,
     "litellm_provider": "databricks",
     "max_input_tokens": 8192,
     "max_output_tokens": 8192,
@@ -7132,8 +7668,8 @@
       "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
     },
     "mode": "chat",
-    "output_cost_per_token": 0.0,
-    "output_dbu_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
+    "output_dbu_cost_per_token": 0,
     "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
     "supports_tool_choice": true
   },
@@ -7143,13 +7679,13 @@
     "mode": "search"
   },
   "davinci-002": {
-    "input_cost_per_token": 2e-6,
+    "input_cost_per_token": 0.000002,
     "litellm_provider": "text-completion-openai",
     "max_input_tokens": 16384,
     "max_output_tokens": 4096,
     "max_tokens": 16384,
     "mode": "completion",
-    "output_cost_per_token": 2e-6
+    "output_cost_per_token": 0.000002
   },
   "deepgram/base": {
     "input_cost_per_second": 0.00020833,
@@ -7159,7 +7695,7 @@
       "original_pricing_per_minute": 0.0125
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7171,7 +7707,7 @@
       "original_pricing_per_minute": 0.0125
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7183,7 +7719,7 @@
       "original_pricing_per_minute": 0.0125
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7195,7 +7731,7 @@
       "original_pricing_per_minute": 0.0125
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7207,7 +7743,7 @@
       "original_pricing_per_minute": 0.0125
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7219,7 +7755,7 @@
       "original_pricing_per_minute": 0.0125
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7231,7 +7767,7 @@
       "original_pricing_per_minute": 0.0125
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7243,7 +7779,7 @@
       "original_pricing_per_minute": 0.0125
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7255,7 +7791,7 @@
       "original_pricing_per_minute": 0.0145
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
@@ -7267,7 +7803,7 @@
       "original_pricing_per_minute": 0.0145
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
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@@ -7279,7 +7815,7 @@
       "original_pricing_per_minute": 0.0145
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
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@@ -7291,7 +7827,7 @@
       "original_pricing_per_minute": 0.0145
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
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@@ -7303,211 +7839,211 @@
       "original_pricing_per_minute": 0.0145
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-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://deepgram.com/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
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   "deepgram/nova": {
-    "input_cost_per_second": 7.167e-5,
+    "input_cost_per_second": 0.00007167,
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
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     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
   "deepgram/nova-2": {
-    "input_cost_per_second": 7.167e-5,
+    "input_cost_per_second": 0.00007167,
     "litellm_provider": "deepgram",
     "metadata": {
       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
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     "supported_endpoints": ["/v1/audio/transcriptions"]
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   "deepgram/nova-2-atc": {
-    "input_cost_per_second": 7.167e-5,
+    "input_cost_per_second": 0.00007167,
     "litellm_provider": "deepgram",
     "metadata": {
       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
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+    "output_cost_per_second": 0,
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     "supported_endpoints": ["/v1/audio/transcriptions"]
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   "deepgram/nova-2-automotive": {
-    "input_cost_per_second": 7.167e-5,
+    "input_cost_per_second": 0.00007167,
     "litellm_provider": "deepgram",
     "metadata": {
       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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+    "output_cost_per_second": 0,
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     "supported_endpoints": ["/v1/audio/transcriptions"]
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   "deepgram/nova-2-conversationalai": {
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+    "input_cost_per_second": 0.00007167,
     "litellm_provider": "deepgram",
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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     "supported_endpoints": ["/v1/audio/transcriptions"]
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   "deepgram/nova-2-drivethru": {
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+    "input_cost_per_second": 0.00007167,
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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+    "output_cost_per_second": 0,
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   "deepgram/nova-2-finance": {
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+    "input_cost_per_second": 0.00007167,
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
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-    "input_cost_per_second": 7.167e-5,
+    "input_cost_per_second": 0.00007167,
     "litellm_provider": "deepgram",
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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+    "output_cost_per_second": 0,
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   "deepgram/nova-2-meeting": {
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+    "input_cost_per_second": 0.00007167,
     "litellm_provider": "deepgram",
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   "deepgram/nova-2-phonecall": {
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+    "input_cost_per_second": 0.00007167,
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
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+    "input_cost_per_second": 0.00007167,
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
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   "deepgram/nova-2-voicemail": {
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+    "input_cost_per_second": 0.00007167,
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+    "input_cost_per_second": 0.00007167,
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
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+    "input_cost_per_second": 0.00007167,
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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   "deepgram/nova-3-medical": {
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+    "input_cost_per_second": 0.00008667,
     "litellm_provider": "deepgram",
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       "calculation": "$0.0052/60 seconds = $0.00008667 per second (multilingual)",
       "original_pricing_per_minute": 0.0052
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+    "output_cost_per_second": 0,
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     "supported_endpoints": ["/v1/audio/transcriptions"]
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   "deepgram/nova-general": {
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+    "input_cost_per_second": 0.00007167,
     "litellm_provider": "deepgram",
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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     "supported_endpoints": ["/v1/audio/transcriptions"]
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   "deepgram/nova-phonecall": {
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+    "input_cost_per_second": 0.00007167,
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       "calculation": "$0.0043/60 seconds = $0.00007167 per second",
       "original_pricing_per_minute": 0.0043
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@@ -7518,7 +8054,7 @@
       "notes": "Deepgram's hosted OpenAI Whisper models - pricing may differ from native Deepgram models"
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
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@@ -7529,7 +8065,7 @@
       "notes": "Deepgram's hosted OpenAI Whisper models - pricing may differ from native Deepgram models"
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
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@@ -7540,7 +8076,7 @@
       "notes": "Deepgram's hosted OpenAI Whisper models - pricing may differ from native Deepgram models"
     },
     "mode": "audio_transcription",
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+    "output_cost_per_second": 0,
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@@ -7551,7 +8087,7 @@
       "notes": "Deepgram's hosted OpenAI Whisper models - pricing may differ from native Deepgram models"
     },
     "mode": "audio_transcription",
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+    "output_cost_per_second": 0,
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@@ -7562,7 +8098,7 @@
       "notes": "Deepgram's hosted OpenAI Whisper models - pricing may differ from native Deepgram models"
     },
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+    "output_cost_per_second": 0,
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@@ -7573,7 +8109,7 @@
       "notes": "Deepgram's hosted OpenAI Whisper models - pricing may differ from native Deepgram models"
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+    "output_cost_per_second": 0,
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@@ -7591,8 +8127,8 @@
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-    "output_cost_per_token": 1e-6,
+    "input_cost_per_token": 0.000001,
+    "output_cost_per_token": 0.000001,
     "litellm_provider": "deepinfra",
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@@ -7683,7 +8219,7 @@
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@@ -7713,7 +8249,7 @@
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@@ -7723,7 +8259,7 @@
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@@ -7733,7 +8269,7 @@
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@@ -7743,7 +8279,7 @@
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@@ -7783,7 +8319,7 @@
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@@ -7792,8 +8328,8 @@
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@@ -7803,8 +8339,8 @@
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     "litellm_provider": "deepinfra",
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@@ -7813,8 +8349,8 @@
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@@ -7824,7 +8360,7 @@
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@@ -7834,7 +8370,7 @@
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@@ -7844,8 +8380,8 @@
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@@ -7874,8 +8410,8 @@
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@@ -7905,7 +8441,7 @@
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@@ -7917,7 +8453,7 @@
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@@ -7938,7 +8474,7 @@
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@@ -7947,8 +8483,8 @@
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@@ -8178,7 +8714,7 @@
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@@ -8188,7 +8724,7 @@
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@@ -8249,13 +8785,13 @@
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@@ -8264,7 +8800,7 @@
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@@ -8292,7 +8828,7 @@
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@@ -8307,7 +8843,7 @@
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@@ -8315,7 +8851,7 @@
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@@ -8324,10 +8860,25 @@
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     "max_tokens": 8192,
     "mode": "chat",
-    "output_cost_per_token": 1.1e-6,
+    "output_cost_per_token": 0.0000011,
+    "supports_assistant_prefill": true,
+    "supports_function_calling": true,
+    "supports_prompt_caching": true,
+    "supports_tool_choice": true
+  },
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+    "input_cost_per_token_cache_hit": 2.8e-8,
+    "litellm_provider": "deepseek",
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+    "max_output_tokens": 163840,
+    "max_tokens": 8192,
+    "mode": "chat",
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     "supports_assistant_prefill": true,
     "supports_function_calling": true,
     "supports_prompt_caching": true,
+    "supports_reasoning": true,
     "supports_tool_choice": true
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@@ -8337,7 +8888,7 @@
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     "supports_reasoning": true,
     "supports_tool_choice": true
@@ -8352,7 +8903,7 @@
     "output_cost_per_token": 5e-7
   },
   "doubao-embedding": {
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+    "input_cost_per_token": 0,
     "litellm_provider": "volcengine",
     "max_input_tokens": 4096,
     "max_tokens": 4096,
@@ -8360,11 +8911,11 @@
       "notes": "Volcengine Doubao embedding model - standard version with 2560 dimensions"
     },
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
     "output_vector_size": 2560
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   "doubao-embedding-large": {
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+    "input_cost_per_token": 0,
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     "max_tokens": 4096,
@@ -8372,11 +8923,11 @@
       "notes": "Volcengine Doubao embedding model - large version with 2048 dimensions"
     },
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-    "output_cost_per_token": 0.0,
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+    "input_cost_per_token": 0,
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     "max_tokens": 4096,
@@ -8384,11 +8935,11 @@
       "notes": "Volcengine Doubao embedding model - text-240915 version with 4096 dimensions"
     },
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
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   "doubao-embedding-large-text-250515": {
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     "max_tokens": 4096,
@@ -8396,11 +8947,11 @@
       "notes": "Volcengine Doubao embedding model - text-250515 version with 2048 dimensions"
     },
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
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@@ -8408,7 +8959,7 @@
       "notes": "Volcengine Doubao embedding model - text-240715 version with 2560 dimensions"
     },
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
     "output_vector_size": 2560
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@@ -8416,11 +8967,11 @@
     "mode": "search",
     "tiered_pricing": [
       {
-        "input_cost_per_query": 5e-3,
+        "input_cost_per_query": 0.005,
         "max_results_range": [0, 25]
       },
       {
-        "input_cost_per_query": 25e-3,
+        "input_cost_per_query": 0.025,
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       }
     ]
@@ -8430,43 +8981,43 @@
     "mode": "search",
     "tiered_pricing": [
       {
-        "input_cost_per_query": 1.66e-3,
+        "input_cost_per_query": 0.00166,
         "max_results_range": [1, 10]
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+        "input_cost_per_query": 0.00498,
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       {
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-        "input_cost_per_query": 16.6e-3,
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@@ -8475,20 +9026,20 @@
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   "perplexity/search": {
-    "input_cost_per_query": 5e-3,
+    "input_cost_per_query": 0.005,
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   "searxng/search": {
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     "mode": "search",
-    "input_cost_per_query": 0.0,
+    "input_cost_per_query": 0,
     "metadata": {
       "notes": "SearXNG is an open-source metasearch engine. Free to use when self-hosted or using public instances."
     }
   },
   "elevenlabs/scribe_v1": {
-    "input_cost_per_second": 6.11e-5,
+    "input_cost_per_second": 0.0000611,
     "litellm_provider": "elevenlabs",
     "metadata": {
       "calculation": "$0.22/hour = $0.00366/minute = $0.0000611 per second (enterprise pricing)",
@@ -8496,12 +9047,12 @@
       "original_pricing_per_hour": 0.22
     },
     "mode": "audio_transcription",
-    "output_cost_per_second": 0.0,
+    "output_cost_per_second": 0,
     "source": "https://elevenlabs.io/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
   },
   "elevenlabs/scribe_v1_experimental": {
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+    "input_cost_per_second": 0.0000611,
     "litellm_provider": "elevenlabs",
     "metadata": {
       "calculation": "$0.22/hour = $0.00366/minute = $0.0000611 per second (enterprise pricing)",
@@ -8509,7 +9060,7 @@
       "original_pricing_per_hour": 0.22
     },
     "mode": "audio_transcription",
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+    "output_cost_per_second": 0,
     "source": "https://elevenlabs.io/pricing",
     "supported_endpoints": ["/v1/audio/transcriptions"]
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@@ -8519,7 +9070,7 @@
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@@ -8527,7 +9078,7 @@
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@@ -8535,7 +9086,7 @@
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@@ -8547,7 +9098,7 @@
       "notes": "'supports_image_input' is a deprecated field. Use 'supports_embedding_image_input' instead."
     },
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@@ -8557,7 +9108,7 @@
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@@ -8565,7 +9116,16 @@
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     "max_tokens": 1024,
     "mode": "embedding",
-    "output_cost_per_token": 0.0,
+    "output_cost_per_token": 0,
+    "supports_embedding_image_input": true
+  },
+  "embed-multilingual-light-v3.0": {
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+    "litellm_provider": "cohere",
+    "max_input_tokens": 1024,
+    "max_tokens": 1024,
+    "mode": "embedding",
+    "output_cost_per_token": 0,
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@@ -8595,13 +9155,13 @@
     "supports_response_schema": true
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     "max_output_tokens": 10000,
     "max_tokens": 10000,
     "mode": "chat",
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     "source": "https://aws.amazon.com/bedrock/pricing/",
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     "supports_pdf_input": true,
@@ -8616,7 +9176,7 @@
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     "supports_pdf_input": true,
@@ -8625,16 +9185,16 @@
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   "eu.anthropic.claude-haiku-4-5-20251001-v1:0": {
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+    "cache_creation_input_token_cost": 0.000001375,
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     "mode": "chat",
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     "source": "https://aws.amazon.com/about-aws/whats-new/2025/10/claude-4-5-haiku-anthropic-amazon-bedrock",
     "supports_assistant_prefill": true,
     "supports_computer_use": true,
@@ -8648,13 +9208,13 @@
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     "mode": "chat",
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@@ -8662,13 +9222,13 @@
     "supports_vision": true
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@@ -8679,13 +9239,13 @@
     "supports_vision": true
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   "eu.anthropic.claude-3-7-sonnet-20250219-v1:0": {
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     "mode": "chat",
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@@ -8703,7 +9263,7 @@
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@@ -8711,26 +9271,26 @@
     "supports_vision": true
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     "mode": "chat",
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     "supports_vision": true
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-    "input_cost_per_token": 3e-6,
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@@ -8738,15 +9298,15 @@
     "supports_vision": true
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-    "cache_read_input_token_cost": 1.5e-6,
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@@ -8764,15 +9324,15 @@
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-    "cache_read_input_token_cost": 1.5e-6,
-    "input_cost_per_token": 1.5e-5,
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@@ -8790,19 +9350,19 @@
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-    "cache_creation_input_token_cost_above_200k_tokens": 7.5e-6,
+    "input_cost_per_token": 0.000003,
+    "input_cost_per_token_above_200k_tokens": 0.000006,
+    "output_cost_per_token_above_200k_tokens": 0.0000225,
+    "cache_creation_input_token_cost_above_200k_tokens": 0.0000075,
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@@ -8820,19 +9380,19 @@
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-    "cache_creation_input_token_cost_above_200k_tokens": 8.25e-6,
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+    "input_cost_per_token_above_200k_tokens": 0.0000066,
+    "output_cost_per_token_above_200k_tokens": 0.00002475,
+    "cache_creation_input_token_cost_above_200k_tokens": 0.00000825,
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@@ -8872,13 +9432,13 @@
     "supports_tool_choice": false
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   "eu.mistral.pixtral-large-2502-v1:0": {
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     "max_tokens": 128000,
     "mode": "chat",
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@@ -8974,9 +9534,9 @@
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   "fireworks-ai-56b-to-176b": {
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@@ -8984,19 +9544,19 @@
     "output_cost_per_token": 9e-7
   },
   "fireworks-ai-default": {
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     "litellm_provider": "fireworks_ai-embedding-models",
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+    "output_cost_per_token": 0.0000015,
     "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
     "supports_function_calling": true,
     "supports_parallel_function_calling": true,
@@ -9680,23 +10351,23 @@
     "max_tokens": 8192,
     "mode": "chat",
     "output_cost_per_character": 3.75e-7,
-    "output_cost_per_token": 1.5e-6,
+    "output_cost_per_token": 0.0000015,
     "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
     "supports_function_calling": true,
     "supports_parallel_function_calling": true,
     "supports_tool_choice": true
   },
   "gemini-1.5-flash": {
-    "input_cost_per_audio_per_second": 2e-6,
-    "input_cost_per_audio_per_second_above_128k_tokens": 4e-6,
+    "input_cost_per_audio_per_second": 0.000002,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.000004,
     "input_cost_per_character": 1.875e-8,
     "input_cost_per_character_above_128k_tokens": 2.5e-7,
-    "input_cost_per_image": 2e-5,
-    "input_cost_per_image_above_128k_tokens": 4e-5,
+    "input_cost_per_image": 0.00002,
+    "input_cost_per_image_above_128k_tokens": 0.00004,
     "input_cost_per_token": 7.5e-8,
-    "input_cost_per_token_above_128k_tokens": 1e-6,
-    "input_cost_per_video_per_second": 2e-5,
-    "input_cost_per_video_per_second_above_128k_tokens": 4e-5,
+    "input_cost_per_token_above_128k_tokens": 0.000001,
+    "input_cost_per_video_per_second": 0.00002,
+    "input_cost_per_video_per_second_above_128k_tokens": 0.00004,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
     "max_audio_per_prompt": 1,
@@ -9722,16 +10393,16 @@
   },
   "gemini-1.5-flash-001": {
     "deprecation_date": "2025-05-24",
-    "input_cost_per_audio_per_second": 2e-6,
-    "input_cost_per_audio_per_second_above_128k_tokens": 4e-6,
+    "input_cost_per_audio_per_second": 0.000002,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.000004,
     "input_cost_per_character": 1.875e-8,
     "input_cost_per_character_above_128k_tokens": 2.5e-7,
-    "input_cost_per_image": 2e-5,
-    "input_cost_per_image_above_128k_tokens": 4e-5,
+    "input_cost_per_image": 0.00002,
+    "input_cost_per_image_above_128k_tokens": 0.00004,
     "input_cost_per_token": 7.5e-8,
-    "input_cost_per_token_above_128k_tokens": 1e-6,
-    "input_cost_per_video_per_second": 2e-5,
-    "input_cost_per_video_per_second_above_128k_tokens": 4e-5,
+    "input_cost_per_token_above_128k_tokens": 0.000001,
+    "input_cost_per_video_per_second": 0.00002,
+    "input_cost_per_video_per_second_above_128k_tokens": 0.00004,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
     "max_audio_per_prompt": 1,
@@ -9757,16 +10428,16 @@
   },
   "gemini-1.5-flash-002": {
     "deprecation_date": "2025-09-24",
-    "input_cost_per_audio_per_second": 2e-6,
-    "input_cost_per_audio_per_second_above_128k_tokens": 4e-6,
+    "input_cost_per_audio_per_second": 0.000002,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.000004,
     "input_cost_per_character": 1.875e-8,
     "input_cost_per_character_above_128k_tokens": 2.5e-7,
-    "input_cost_per_image": 2e-5,
-    "input_cost_per_image_above_128k_tokens": 4e-5,
+    "input_cost_per_image": 0.00002,
+    "input_cost_per_image_above_128k_tokens": 0.00004,
     "input_cost_per_token": 7.5e-8,
-    "input_cost_per_token_above_128k_tokens": 1e-6,
-    "input_cost_per_video_per_second": 2e-5,
-    "input_cost_per_video_per_second_above_128k_tokens": 4e-5,
+    "input_cost_per_token_above_128k_tokens": 0.000001,
+    "input_cost_per_video_per_second": 0.00002,
+    "input_cost_per_video_per_second_above_128k_tokens": 0.00004,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
     "max_audio_per_prompt": 1,
@@ -9791,16 +10462,16 @@
     "supports_vision": true
   },
   "gemini-1.5-flash-exp-0827": {
-    "input_cost_per_audio_per_second": 2e-6,
-    "input_cost_per_audio_per_second_above_128k_tokens": 4e-6,
+    "input_cost_per_audio_per_second": 0.000002,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.000004,
     "input_cost_per_character": 1.875e-8,
     "input_cost_per_character_above_128k_tokens": 2.5e-7,
-    "input_cost_per_image": 2e-5,
-    "input_cost_per_image_above_128k_tokens": 4e-5,
+    "input_cost_per_image": 0.00002,
+    "input_cost_per_image_above_128k_tokens": 0.00004,
     "input_cost_per_token": 4.688e-9,
-    "input_cost_per_token_above_128k_tokens": 1e-6,
-    "input_cost_per_video_per_second": 2e-5,
-    "input_cost_per_video_per_second_above_128k_tokens": 4e-5,
+    "input_cost_per_token_above_128k_tokens": 0.000001,
+    "input_cost_per_video_per_second": 0.00002,
+    "input_cost_per_video_per_second_above_128k_tokens": 0.00004,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
     "max_audio_per_prompt": 1,
@@ -9825,16 +10496,16 @@
     "supports_vision": true
   },
   "gemini-1.5-flash-preview-0514": {
-    "input_cost_per_audio_per_second": 2e-6,
-    "input_cost_per_audio_per_second_above_128k_tokens": 4e-6,
+    "input_cost_per_audio_per_second": 0.000002,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.000004,
     "input_cost_per_character": 1.875e-8,
     "input_cost_per_character_above_128k_tokens": 2.5e-7,
-    "input_cost_per_image": 2e-5,
-    "input_cost_per_image_above_128k_tokens": 4e-5,
+    "input_cost_per_image": 0.00002,
+    "input_cost_per_image_above_128k_tokens": 0.00004,
     "input_cost_per_token": 7.5e-8,
-    "input_cost_per_token_above_128k_tokens": 1e-6,
-    "input_cost_per_video_per_second": 2e-5,
-    "input_cost_per_video_per_second_above_128k_tokens": 4e-5,
+    "input_cost_per_token_above_128k_tokens": 0.000001,
+    "input_cost_per_video_per_second": 0.00002,
+    "input_cost_per_video_per_second_above_128k_tokens": 0.00004,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
     "max_audio_per_prompt": 1,
@@ -9858,14 +10529,14 @@
     "supports_vision": true
   },
   "gemini-1.5-pro": {
-    "input_cost_per_audio_per_second": 3.125e-5,
-    "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-5,
+    "input_cost_per_audio_per_second": 0.00003125,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.0000625,
     "input_cost_per_character": 3.125e-7,
     "input_cost_per_character_above_128k_tokens": 6.25e-7,
     "input_cost_per_image": 0.00032875,
     "input_cost_per_image_above_128k_tokens": 0.0006575,
-    "input_cost_per_token": 1.25e-6,
-    "input_cost_per_token_above_128k_tokens": 2.5e-6,
+    "input_cost_per_token": 0.00000125,
+    "input_cost_per_token_above_128k_tokens": 0.0000025,
     "input_cost_per_video_per_second": 0.00032875,
     "input_cost_per_video_per_second_above_128k_tokens": 0.0006575,
     "litellm_provider": "vertex_ai-language-models",
@@ -9873,10 +10544,10 @@
     "max_output_tokens": 8192,
     "max_tokens": 8192,
     "mode": "chat",
-    "output_cost_per_character": 1.25e-6,
-    "output_cost_per_character_above_128k_tokens": 2.5e-6,
-    "output_cost_per_token": 5e-6,
-    "output_cost_per_token_above_128k_tokens": 1e-5,
+    "output_cost_per_character": 0.00000125,
+    "output_cost_per_character_above_128k_tokens": 0.0000025,
+    "output_cost_per_token": 0.000005,
+    "output_cost_per_token_above_128k_tokens": 0.00001,
     "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
     "supports_function_calling": true,
     "supports_parallel_function_calling": true,
@@ -9888,14 +10559,14 @@
   },
   "gemini-1.5-pro-001": {
     "deprecation_date": "2025-05-24",
-    "input_cost_per_audio_per_second": 3.125e-5,
-    "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-5,
+    "input_cost_per_audio_per_second": 0.00003125,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.0000625,
     "input_cost_per_character": 3.125e-7,
     "input_cost_per_character_above_128k_tokens": 6.25e-7,
     "input_cost_per_image": 0.00032875,
     "input_cost_per_image_above_128k_tokens": 0.0006575,
-    "input_cost_per_token": 1.25e-6,
-    "input_cost_per_token_above_128k_tokens": 2.5e-6,
+    "input_cost_per_token": 0.00000125,
+    "input_cost_per_token_above_128k_tokens": 0.0000025,
     "input_cost_per_video_per_second": 0.00032875,
     "input_cost_per_video_per_second_above_128k_tokens": 0.0006575,
     "litellm_provider": "vertex_ai-language-models",
@@ -9903,10 +10574,10 @@
     "max_output_tokens": 8192,
     "max_tokens": 8192,
     "mode": "chat",
-    "output_cost_per_character": 1.25e-6,
-    "output_cost_per_character_above_128k_tokens": 2.5e-6,
-    "output_cost_per_token": 5e-6,
-    "output_cost_per_token_above_128k_tokens": 1e-5,
+    "output_cost_per_character": 0.00000125,
+    "output_cost_per_character_above_128k_tokens": 0.0000025,
+    "output_cost_per_token": 0.000005,
+    "output_cost_per_token_above_128k_tokens": 0.00001,
     "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
     "supports_function_calling": true,
     "supports_parallel_function_calling": true,
@@ -9917,14 +10588,14 @@
   },
   "gemini-1.5-pro-002": {
     "deprecation_date": "2025-09-24",
-    "input_cost_per_audio_per_second": 3.125e-5,
-    "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-5,
+    "input_cost_per_audio_per_second": 0.00003125,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.0000625,
     "input_cost_per_character": 3.125e-7,
     "input_cost_per_character_above_128k_tokens": 6.25e-7,
     "input_cost_per_image": 0.00032875,
     "input_cost_per_image_above_128k_tokens": 0.0006575,
-    "input_cost_per_token": 1.25e-6,
-    "input_cost_per_token_above_128k_tokens": 2.5e-6,
+    "input_cost_per_token": 0.00000125,
+    "input_cost_per_token_above_128k_tokens": 0.0000025,
     "input_cost_per_video_per_second": 0.00032875,
     "input_cost_per_video_per_second_above_128k_tokens": 0.0006575,
     "litellm_provider": "vertex_ai-language-models",
@@ -9932,10 +10603,10 @@
     "max_output_tokens": 8192,
     "max_tokens": 8192,
     "mode": "chat",
-    "output_cost_per_character": 1.25e-6,
-    "output_cost_per_character_above_128k_tokens": 2.5e-6,
-    "output_cost_per_token": 5e-6,
-    "output_cost_per_token_above_128k_tokens": 1e-5,
+    "output_cost_per_character": 0.00000125,
+    "output_cost_per_character_above_128k_tokens": 0.0000025,
+    "output_cost_per_token": 0.000005,
+    "output_cost_per_token_above_128k_tokens": 0.00001,
     "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-1.5-pro",
     "supports_function_calling": true,
     "supports_parallel_function_calling": true,
@@ -9945,8 +10616,8 @@
     "supports_vision": true
   },
   "gemini-1.5-pro-preview-0215": {
-    "input_cost_per_audio_per_second": 3.125e-5,
-    "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-5,
+    "input_cost_per_audio_per_second": 0.00003125,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.0000625,
     "input_cost_per_character": 3.125e-7,
     "input_cost_per_character_above_128k_tokens": 6.25e-7,
     "input_cost_per_image": 0.00032875,
@@ -9960,8 +10631,8 @@
     "max_output_tokens": 8192,
     "max_tokens": 8192,
     "mode": "chat",
-    "output_cost_per_character": 1.25e-6,
-    "output_cost_per_character_above_128k_tokens": 2.5e-6,
+    "output_cost_per_character": 0.00000125,
+    "output_cost_per_character_above_128k_tokens": 0.0000025,
     "output_cost_per_token": 3.125e-7,
     "output_cost_per_token_above_128k_tokens": 6.25e-7,
     "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
@@ -9972,8 +10643,8 @@
     "supports_tool_choice": true
   },
   "gemini-1.5-pro-preview-0409": {
-    "input_cost_per_audio_per_second": 3.125e-5,
-    "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-5,
+    "input_cost_per_audio_per_second": 0.00003125,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.0000625,
     "input_cost_per_character": 3.125e-7,
     "input_cost_per_character_above_128k_tokens": 6.25e-7,
     "input_cost_per_image": 0.00032875,
@@ -9987,8 +10658,8 @@
     "max_output_tokens": 8192,
     "max_tokens": 8192,
     "mode": "chat",
-    "output_cost_per_character": 1.25e-6,
-    "output_cost_per_character_above_128k_tokens": 2.5e-6,
+    "output_cost_per_character": 0.00000125,
+    "output_cost_per_character_above_128k_tokens": 0.0000025,
     "output_cost_per_token": 3.125e-7,
     "output_cost_per_token_above_128k_tokens": 6.25e-7,
     "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
@@ -9998,8 +10669,8 @@
     "supports_tool_choice": true
   },
   "gemini-1.5-pro-preview-0514": {
-    "input_cost_per_audio_per_second": 3.125e-5,
-    "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-5,
+    "input_cost_per_audio_per_second": 0.00003125,
+    "input_cost_per_audio_per_second_above_128k_tokens": 0.0000625,
     "input_cost_per_character": 3.125e-7,
     "input_cost_per_character_above_128k_tokens": 6.25e-7,
     "input_cost_per_image": 0.00032875,
@@ -10013,8 +10684,8 @@
     "max_output_tokens": 8192,
     "max_tokens": 8192,
     "mode": "chat",
-    "output_cost_per_character": 1.25e-6,
-    "output_cost_per_character_above_128k_tokens": 2.5e-6,
+    "output_cost_per_character": 0.00000125,
+    "output_cost_per_character_above_128k_tokens": 0.0000025,
     "output_cost_per_token": 3.125e-7,
     "output_cost_per_token_above_128k_tokens": 6.25e-7,
     "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
@@ -10058,7 +10729,7 @@
   "gemini-2.0-flash-001": {
     "cache_read_input_token_cost": 3.75e-8,
     "deprecation_date": "2026-02-05",
-    "input_cost_per_audio_token": 1e-6,
+    "input_cost_per_audio_token": 0.000001,
     "input_cost_per_token": 1.5e-7,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
@@ -10184,10 +10855,10 @@
   },
   "gemini-2.0-flash-live-preview-04-09": {
     "cache_read_input_token_cost": 7.5e-8,
-    "input_cost_per_audio_token": 3e-6,
-    "input_cost_per_image": 3e-6,
+    "input_cost_per_audio_token": 0.000003,
+    "input_cost_per_image": 0.000003,
     "input_cost_per_token": 5e-7,
-    "input_cost_per_video_per_second": 3e-6,
+    "input_cost_per_video_per_second": 0.000003,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
     "max_audio_per_prompt": 1,
@@ -10199,8 +10870,8 @@
     "max_video_length": 1,
     "max_videos_per_prompt": 10,
     "mode": "chat",
-    "output_cost_per_audio_token": 1.2e-5,
-    "output_cost_per_token": 2e-6,
+    "output_cost_per_audio_token": 0.000012,
+    "output_cost_per_token": 0.000002,
     "rpm": 10,
     "source": "https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/gemini#gemini-2-0-flash-live-preview-04-09",
     "supported_endpoints": ["/v1/chat/completions", "/v1/completions"],
@@ -10250,7 +10921,7 @@
     "supports_web_search": true
   },
   "gemini-2.0-flash-thinking-exp": {
-    "cache_read_input_token_cost": 0.0,
+    "cache_read_input_token_cost": 0,
     "input_cost_per_audio_per_second": 0,
     "input_cost_per_audio_per_second_above_128k_tokens": 0,
     "input_cost_per_character": 0,
@@ -10290,7 +10961,7 @@
     "supports_web_search": true
   },
   "gemini-2.0-flash-thinking-exp-01-21": {
-    "cache_read_input_token_cost": 0.0,
+    "cache_read_input_token_cost": 0,
     "input_cost_per_audio_per_second": 0,
     "input_cost_per_audio_per_second_above_128k_tokens": 0,
     "input_cost_per_character": 0,
@@ -10332,8 +11003,8 @@
   },
   "gemini-2.0-pro-exp-02-05": {
     "cache_read_input_token_cost": 3.125e-7,
-    "input_cost_per_token": 1.25e-6,
-    "input_cost_per_token_above_200k_tokens": 2.5e-6,
+    "input_cost_per_token": 0.00000125,
+    "input_cost_per_token_above_200k_tokens": 0.0000025,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
     "max_audio_per_prompt": 1,
@@ -10345,8 +11016,8 @@
     "max_video_length": 1,
     "max_videos_per_prompt": 10,
     "mode": "chat",
-    "output_cost_per_token": 1e-5,
-    "output_cost_per_token_above_200k_tokens": 1.5e-5,
+    "output_cost_per_token": 0.00001,
+    "output_cost_per_token_above_200k_tokens": 0.000015,
     "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing",
     "supported_endpoints": ["/v1/chat/completions", "/v1/completions"],
     "supported_modalities": ["text", "image", "audio", "video"],
@@ -10365,7 +11036,7 @@
   },
   "gemini-2.5-flash": {
     "cache_read_input_token_cost": 3e-8,
-    "input_cost_per_audio_token": 1e-6,
+    "input_cost_per_audio_token": 0.000001,
     "input_cost_per_token": 3e-7,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
@@ -10378,8 +11049,8 @@
     "max_video_length": 1,
     "max_videos_per_prompt": 10,
     "mode": "chat",
-    "output_cost_per_reasoning_token": 2.5e-6,
-    "output_cost_per_token": 2.5e-6,
+    "output_cost_per_reasoning_token": 0.0000025,
+    "output_cost_per_token": 0.0000025,
     "source": "https://ai.google.dev/gemini-api/docs/models#gemini-2.5-flash-preview",
     "supported_endpoints": ["/v1/chat/completions", "/v1/completions", "/v1/batch"],
     "supported_modalities": ["text", "image", "audio", "video"],
@@ -10399,7 +11070,7 @@
   },
   "gemini-2.5-flash-image": {
     "cache_read_input_token_cost": 3e-8,
-    "input_cost_per_audio_token": 1e-6,
+    "input_cost_per_audio_token": 0.000001,
     "input_cost_per_token": 3e-7,
     "litellm_provider": "vertex_ai-language-models",
     "max_audio_length_hours": 8.4,
@@ -10413,8 +11084,8 @@
     "max_videos_per_prompt": 10,
     "mode": "image_generation",
     "output_cost_per_image": 0.039,
-    "output_cost_per_reasoning_token": 2.5e-6,
-    "output_cost_per_token": 2.5e-6,
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@@ -12827,15 +13500,15 @@
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@@ -12849,13 +13522,13 @@
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@@ -13384,16 +14057,16 @@
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@@ -13405,16 +14078,16 @@
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@@ -13427,14 +14100,14 @@
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@@ -13444,14 +14117,14 @@
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@@ -13460,15 +14133,15 @@
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@@ -13477,15 +14150,15 @@
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@@ -13506,7 +14179,7 @@
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@@ -13544,14 +14217,14 @@
     "supports_vision": true
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@@ -13561,14 +14234,14 @@
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@@ -13580,15 +14253,15 @@
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@@ -13599,15 +14272,15 @@
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@@ -13662,37 +14335,37 @@
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     "litellm_provider": "openai",
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@@ -13701,17 +14374,17 @@
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@@ -13720,16 +14393,16 @@
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@@ -13738,16 +14411,16 @@
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@@ -13756,16 +14429,16 @@
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@@ -13782,16 +14455,16 @@
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@@ -13802,30 +14475,30 @@
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@@ -13844,15 +14517,15 @@
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@@ -13871,15 +14544,15 @@
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@@ -13898,15 +14571,15 @@
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@@ -13922,15 +14595,15 @@
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@@ -13947,15 +14620,15 @@
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@@ -13975,17 +14648,17 @@
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@@ -14003,13 +14676,13 @@
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@@ -14026,13 +14699,13 @@
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@@ -14049,13 +14722,13 @@
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@@ -14073,15 +14746,38 @@
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+    "supports_vision": true
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@@ -14106,8 +14802,8 @@
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@@ -14134,9 +14830,9 @@
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@@ -14164,9 +14860,9 @@
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@@ -14239,32 +14935,32 @@
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@@ -14278,15 +14974,15 @@
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@@ -14300,16 +14996,16 @@
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@@ -14329,11 +15025,11 @@
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@@ -14343,27 +15039,27 @@
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@@ -14425,21 +15121,21 @@
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@@ -14514,14 +15210,14 @@
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@@ -14533,7 +15229,7 @@
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@@ -14545,7 +15241,7 @@
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@@ -14557,7 +15253,7 @@
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@@ -14570,7 +15266,7 @@
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@@ -14582,7 +15278,7 @@
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@@ -14595,7 +15291,7 @@
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@@ -14608,7 +15304,7 @@
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@@ -14622,7 +15318,7 @@
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@@ -14635,7 +15331,7 @@
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@@ -14648,7 +15344,7 @@
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@@ -14685,7 +15381,7 @@
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@@ -14706,7 +15402,7 @@
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@@ -14719,7 +15415,7 @@
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@@ -14732,7 +15428,7 @@
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@@ -14778,25 +15474,25 @@
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@@ -14837,7 +15533,7 @@
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@@ -14854,38 +15550,38 @@
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@@ -16276,7 +16987,7 @@
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@@ -16289,7 +17000,7 @@
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@@ -16384,13 +17095,13 @@
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@@ -16424,13 +17135,13 @@
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@@ -16438,13 +17149,13 @@
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@@ -16467,13 +17206,13 @@
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@@ -16481,13 +17220,13 @@
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@@ -16495,13 +17234,13 @@
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@@ -16515,21 +17254,22 @@
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@@ -16540,81 +17280,95 @@
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@@ -16627,7 +17381,7 @@
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@@ -16639,7 +17393,7 @@
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@@ -16651,20 +17405,20 @@
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@@ -16676,7 +17430,7 @@
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@@ -16690,7 +17444,7 @@
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@@ -16763,7 +17517,7 @@
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@@ -16868,19 +17622,19 @@
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@@ -16892,14 +17646,14 @@
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@@ -16912,55 +17666,55 @@
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@@ -17780,31 +18534,31 @@
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@@ -17848,23 +18602,23 @@
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@@ -17873,13 +18627,13 @@
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@@ -17888,13 +18642,13 @@
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@@ -17905,13 +18659,13 @@
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@@ -17920,25 +18674,25 @@
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@@ -17950,16 +18704,16 @@
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@@ -17971,19 +18725,38 @@
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@@ -17995,19 +18768,19 @@
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@@ -18018,15 +18791,15 @@
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@@ -18056,11 +18829,11 @@
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@@ -18108,6 +18881,21 @@
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@@ -18142,7 +18930,7 @@
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@@ -18208,7 +18996,7 @@
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@@ -18218,7 +19006,7 @@
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@@ -18242,9 +19030,9 @@
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@@ -18256,9 +19044,9 @@
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@@ -18276,13 +19064,13 @@
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@@ -18315,27 +19103,27 @@
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@@ -18355,11 +19143,11 @@
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@@ -18383,23 +19171,23 @@
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@@ -18409,7 +19197,7 @@
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@@ -18424,19 +19212,19 @@
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@@ -18472,49 +19260,49 @@
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@@ -18525,13 +19313,13 @@
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@@ -18548,7 +19336,7 @@
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@@ -18609,26 +19397,26 @@
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@@ -18636,13 +19424,13 @@
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@@ -18650,13 +19438,13 @@
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@@ -18664,13 +19452,13 @@
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@@ -18735,14 +19523,14 @@
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@@ -18752,65 +19540,65 @@
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@@ -18818,13 +19606,13 @@
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@@ -18832,11 +19620,11 @@
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@@ -18920,13 +19708,13 @@
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@@ -19264,33 +20052,33 @@
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