From 95dd90f6371599753d9b0d966fcfd5d1c0c114f6 Mon Sep 17 00:00:00 2001
From: "devin-ai-integration[bot]"
 <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Date: Thu, 8 Oct 2026 13:12:42 -0700
Subject: [PATCH] fix(model_prices): add Bedrock flex prices, Anthropic web
 search flags, Gemini shutdown dates, OpenRouter alias drift, Mistral Large 4
 context (#44910)

* feat(model_prices): add Mistral Large 4 and its OpenRouter route

Co-authored-by: moyai-devin-berriai[bot] <336287033+moyai-devin-berriai[bot]@users.noreply.github.com>
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(model_prices): sync Gemini API shutdown dates for TTS, Live, image and Omni previews

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(model-prices): correct Claude Haiku 5.5 flags, add Anthropic web search flags and OpenRouter Claude Haiku 5.5

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(model_prices): add Bedrock flex tier prices and clear lapsed Together DeepSeek V4 dates

Absorbs #45320 (Bedrock flex prices, verified against the AWS Price List API)
and the DeepSeek V4 date removals from #45307 (verified against Together docs and API)

Co-authored-by: Roi <roi@roitev.com>
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(model_prices): Mistral Large 4 context, OpenRouter Claude latest aliases and batch pricing

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(mistral): expect 1048576 context for Mistral Large 4

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: moyai-devin-berriai[bot] <336287033+moyai-devin-berriai[bot]@users.noreply.github.com>
Co-authored-by: Roi <roi@roitev.com>
---
 ...odel_prices_and_context_window_backup.json | 338 ++++++++++++++++--
 model_prices_and_context_window.json          | 338 ++++++++++++++++--
 .../test_mistral_large_4_model_metadata.py    |   2 +-
 3 files changed, 613 insertions(+), 65 deletions(-)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 5b9df8cafde..663c6d1a2a7 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -342,12 +342,14 @@
     },
     "writer.palmyra-vision-7b": {
         "input_cost_per_token": 1.5e-07,
+        "input_cost_per_token_flex": 7.5e-08,
         "litellm_provider": "bedrock_converse",
         "max_input_tokens": 4096,
         "max_output_tokens": 4096,
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 6e-07,
+        "output_cost_per_token_flex": 3e-07,
         "source": "https://aws.amazon.com/bedrock/pricing/",
         "supports_vision": true
     },
@@ -486,13 +488,16 @@
     },
     "us.amazon.nova-2-lite-v1:0": {
         "cache_read_input_token_cost": 8.25e-08,
+        "cache_read_input_token_cost_flex": 4.125e-08,
         "input_cost_per_token": 3.3e-07,
+        "input_cost_per_token_flex": 1.65e-07,
         "litellm_provider": "bedrock_converse",
         "max_input_tokens": 1000000,
         "max_output_tokens": 64000,
         "max_tokens": 64000,
         "mode": "chat",
         "output_cost_per_token": 2.75e-06,
+        "output_cost_per_token_flex": 1.375e-06,
         "supports_function_calling": true,
         "supports_pdf_input": true,
         "supports_prompt_caching": true,
@@ -556,13 +561,16 @@
     },
     "amazon.nova-pro-v1:0": {
         "cache_read_input_token_cost": 2e-07,
+        "cache_read_input_token_cost_flex": 1e-07,
         "input_cost_per_token": 8e-07,
+        "input_cost_per_token_flex": 4e-07,
         "litellm_provider": "bedrock_converse",
         "max_input_tokens": 300000,
         "max_output_tokens": 10000,
         "max_tokens": 10000,
         "mode": "chat",
         "output_cost_per_token": 3.2e-06,
+        "output_cost_per_token_flex": 1.6e-06,
         "supports_function_calling": true,
         "supports_pdf_input": true,
         "supports_prompt_caching": true,
@@ -3188,13 +3196,16 @@
     },
     "apac.amazon.nova-pro-v1:0": {
         "cache_read_input_token_cost": 2.1e-07,
+        "cache_read_input_token_cost_flex": 1.05e-07,
         "input_cost_per_token": 8.4e-07,
+        "input_cost_per_token_flex": 4.2e-07,
         "litellm_provider": "bedrock_converse",
         "max_input_tokens": 300000,
         "max_output_tokens": 10000,
         "max_tokens": 10000,
         "mode": "chat",
         "output_cost_per_token": 3.36e-06,
+        "output_cost_per_token_flex": 1.68e-06,
         "supports_function_calling": true,
         "supports_pdf_input": true,
         "supports_prompt_caching": true,
@@ -13076,12 +13087,14 @@
     },
     "bedrock/ap-northeast-1/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
+        "input_cost_per_token_flex": 3.7e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 163840,
         "max_output_tokens": 8000,
         "max_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 2.22e-06,
+        "output_cost_per_token_flex": 1.11e-06,
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_native_structured_output": true,
@@ -13094,12 +13107,14 @@
     "bedrock/ap-northeast-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "max_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13110,6 +13125,7 @@
     },
     "bedrock/ap-northeast-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
@@ -13123,29 +13139,34 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "output_cost_per_token": 1.44e-06
+        "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07
     },
     "bedrock/ap-northeast-1/moonshotai.kimi-k2-thinking": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 7.3e-07,
+        "input_cost_per_token_flex": 3.6e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "max_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.03e-06,
+        "output_cost_per_token_flex": 1.52e-06,
         "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-thinking.html",
         "supports_function_calling": true,
         "supports_reasoning": true
     },
     "bedrock/ap-northeast-1/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
+        "input_cost_per_token_flex": 3.6e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "max_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
+        "output_cost_per_token_flex": 1.8e-06,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13156,12 +13177,14 @@
     },
     "bedrock/ap-northeast-1/qwen.qwen3-coder-next": {
         "input_cost_per_token": 6e-07,
+        "input_cost_per_token_flex": 3e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13173,12 +13196,14 @@
     "bedrock/moonshotai.kimi-k2-thinking": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 7.3e-07,
+        "input_cost_per_token_flex": 3.6e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "max_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.03e-06,
+        "output_cost_per_token_flex": 1.52e-06,
         "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-thinking.html",
         "supports_function_calling": true,
         "supports_reasoning": true
@@ -13221,12 +13246,14 @@
     },
     "bedrock/ap-south-1/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
+        "input_cost_per_token_flex": 3.7e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 163840,
         "max_output_tokens": 8000,
         "max_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 2.22e-06,
+        "output_cost_per_token_flex": 1.11e-06,
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_native_structured_output": true,
@@ -13239,12 +13266,14 @@
     "bedrock/ap-south-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "max_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13255,6 +13284,7 @@
     },
     "bedrock/ap-south-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
@@ -13268,29 +13298,34 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "output_cost_per_token": 1.44e-06
+        "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07
     },
     "bedrock/ap-south-1/moonshotai.kimi-k2-thinking": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 7.1e-07,
+        "input_cost_per_token_flex": 3.6e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "max_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 2.94e-06,
+        "output_cost_per_token_flex": 1.47e-06,
         "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-thinking.html",
         "supports_function_calling": true,
         "supports_reasoning": true
     },
     "bedrock/ap-south-1/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
+        "input_cost_per_token_flex": 3.6e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "max_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
+        "output_cost_per_token_flex": 1.8e-06,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13301,12 +13336,14 @@
     },
     "bedrock/ap-south-1/qwen.qwen3-coder-next": {
         "input_cost_per_token": 6e-07,
+        "input_cost_per_token_flex": 3e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13317,6 +13354,7 @@
     },
     "bedrock/ap-southeast-2/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.1e-07,
+        "input_cost_per_token_flex": 1.55e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
@@ -13330,16 +13368,19 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "output_cost_per_token": 1.24e-06
+        "output_cost_per_token": 1.24e-06,
+        "output_cost_per_token_flex": 6.2e-07
     },
     "bedrock/ap-southeast-3/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
+        "input_cost_per_token_flex": 3.7e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 163840,
         "max_output_tokens": 8000,
         "max_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 2.22e-06,
+        "output_cost_per_token_flex": 1.11e-06,
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_native_structured_output": true,
@@ -13352,12 +13393,14 @@
     "bedrock/ap-southeast-3/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "max_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13368,6 +13411,7 @@
     },
     "bedrock/ap-southeast-3/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
@@ -13381,16 +13425,19 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "output_cost_per_token": 1.44e-06
+        "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07
     },
     "bedrock/ap-southeast-3/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
+        "input_cost_per_token_flex": 3.6e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "max_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
+        "output_cost_per_token_flex": 1.8e-06,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13401,12 +13448,14 @@
     },
     "bedrock/ap-southeast-3/qwen.qwen3-coder-next": {
         "input_cost_per_token": 6e-07,
+        "input_cost_per_token_flex": 3e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13435,12 +13484,14 @@
     },
     "bedrock/eu-north-1/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
+        "input_cost_per_token_flex": 3.7e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 163840,
         "max_output_tokens": 8000,
         "max_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 2.22e-06,
+        "output_cost_per_token_flex": 1.11e-06,
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_native_structured_output": true,
@@ -13453,12 +13504,14 @@
     "bedrock/eu-north-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "max_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13469,6 +13522,7 @@
     },
     "bedrock/eu-north-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
@@ -13482,16 +13536,19 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "output_cost_per_token": 1.44e-06
+        "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07
     },
     "bedrock/eu-north-1/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
+        "input_cost_per_token_flex": 3.6e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "max_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
+        "output_cost_per_token_flex": 1.8e-06,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13590,12 +13647,14 @@
     "bedrock/eu-central-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "max_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13606,6 +13665,7 @@
     },
     "bedrock/eu-central-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
@@ -13619,16 +13679,19 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "output_cost_per_token": 1.44e-06
+        "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07
     },
     "bedrock/eu-central-1/qwen.qwen3-coder-next": {
         "input_cost_per_token": 6e-07,
+        "input_cost_per_token_flex": 3e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "supports_function_calling": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
@@ -13658,12 +13721,14 @@
     "bedrock/eu-west-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_flex": 1.8e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "max_tokens": 8192,
         "mode": "chat",
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@@ -39644,12 +39821,14 @@
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@@ -40746,12 +40925,14 @@
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@@ -40762,12 +40943,14 @@
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@@ -40777,12 +40960,14 @@
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@@ -40794,12 +40979,14 @@
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@@ -42166,12 +42353,14 @@
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@@ -42181,12 +42370,14 @@
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@@ -42453,6 +42644,33 @@
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@@ -45325,12 +45543,14 @@
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@@ -45356,12 +45576,14 @@
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@@ -45498,12 +45720,14 @@
     },
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         "mode": "chat",
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@@ -47162,7 +47386,6 @@
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@@ -47192,7 +47415,6 @@
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@@ -47404,13 +47626,16 @@
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     "us.amazon.nova-pro-v1:0": {
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         "max_tokens": 10000,
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@@ -48126,12 +48351,14 @@
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     "us.deepseek.v3.2": {
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@@ -48142,12 +48369,14 @@
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@@ -52944,12 +53173,14 @@
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@@ -52980,12 +53211,14 @@
     "zai.glm-4.7-flash": {
         "deprecation_date": "2027-03-30",
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         "max_tokens": 4000,
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@@ -57565,6 +57798,7 @@
         "gemini_native_audio": true
     },
     "gemini-2.5-flash-native-audio-preview-12-2025": {
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@@ -57595,6 +57829,7 @@
         "supports_web_search": true
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     "gemini-3.1-flash-live-preview": {
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         "input_cost_per_image_token": 1e-06,
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@@ -57756,6 +57991,7 @@
         "gemini_native_audio": true
     },
     "gemini/gemini-2.5-flash-native-audio-preview-12-2025": {
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         "input_cost_per_token": 5e-07,
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@@ -57789,6 +58025,7 @@
         "supports_reasoning": true
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     "gemini/gemini-3.1-flash-live-preview": {
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@@ -57828,6 +58065,7 @@
         "supports_reasoning": true
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     "gemini/gemini-3.1-flash-tts-preview": {
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@@ -57899,6 +58137,7 @@
         "supports_prompt_caching": true
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     "gemini-2.5-flash-preview-tts": {
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@@ -58289,7 +58528,9 @@
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@@ -58308,7 +58549,9 @@
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@@ -58327,7 +58570,9 @@
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@@ -58344,7 +58589,9 @@
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@@ -59414,7 +59661,9 @@
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@@ -59433,7 +59682,9 @@
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@@ -59452,7 +59703,9 @@
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@@ -66556,7 +66809,9 @@
     "bedrock_mantle/deepseek.v3.1": {
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@@ -66572,7 +66827,9 @@
     "bedrock_mantle/moonshotai.kimi-k2-thinking": {
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+        "input_cost_per_token_flex": 3e-07,
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@@ -66588,7 +66845,9 @@
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@@ -66604,7 +66863,9 @@
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@@ -66621,7 +66882,9 @@
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         "deprecation_date": "2027-03-30",
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@@ -66637,7 +66900,9 @@
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@@ -66652,7 +66917,9 @@
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@@ -66668,7 +66935,9 @@
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@@ -73491,16 +73760,21 @@
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-        "cache_creation_input_token_cost_above_1hr": 2e-06,
-        "cache_read_input_token_cost": 1e-07,
-        "input_cost_per_token": 1e-06,
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+        "output_cost_per_token_above_100k_tokens": 2.5e-06,
+        "cache_read_input_token_cost_above_100k_tokens": 5e-08,
+        "cache_creation_input_token_cost_above_100k_tokens": 6.25e-07,
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+        "cache_creation_input_token_cost_above_1hr": 2e-07,
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@@ -73537,7 +73811,7 @@
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@@ -73759,8 +74033,8 @@
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@@ -80210,7 +80484,7 @@
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@@ -80824,7 +81098,7 @@
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diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 5b9df8cafde..663c6d1a2a7 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -342,12 +342,14 @@
     },
     "writer.palmyra-vision-7b": {
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         "max_output_tokens": 4096,
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 6e-07,
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     },
@@ -486,13 +488,16 @@
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         "mode": "chat",
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@@ -556,13 +561,16 @@
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@@ -3188,13 +3196,16 @@
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@@ -13076,12 +13087,14 @@
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         "max_tokens": 8000,
         "mode": "chat",
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@@ -13094,12 +13107,14 @@
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         "mode": "chat",
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@@ -13110,6 +13125,7 @@
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@@ -13123,29 +13139,34 @@
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         "max_output_tokens": 16384,
@@ -58327,7 +58570,9 @@
     },
     "bedrock_mantle/openai.gpt-oss-safeguard-120b": {
         "input_cost_per_token": 1.5e-07,
+        "input_cost_per_token_flex": 7e-08,
         "output_cost_per_token": 6e-07,
+        "output_cost_per_token_flex": 3e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 131072,
         "max_output_tokens": 16000,
@@ -58344,7 +58589,9 @@
     },
     "bedrock_mantle/openai.gpt-oss-safeguard-20b": {
         "input_cost_per_token": 7e-08,
+        "input_cost_per_token_flex": 3e-08,
         "output_cost_per_token": 2e-07,
+        "output_cost_per_token_flex": 1e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 131072,
         "max_output_tokens": 16000,
@@ -59414,7 +59661,9 @@
     },
     "bedrock_mantle/google.gemma-4-31b": {
         "input_cost_per_token": 1.4e-07,
+        "input_cost_per_token_flex": 7e-08,
         "output_cost_per_token": 4e-07,
+        "output_cost_per_token_flex": 2e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 256000,
         "max_output_tokens": 256000,
@@ -59433,7 +59682,9 @@
     },
     "bedrock_mantle/google.gemma-4-26b-a4b": {
         "input_cost_per_token": 1.3e-07,
+        "input_cost_per_token_flex": 6.5e-08,
         "output_cost_per_token": 4e-07,
+        "output_cost_per_token_flex": 2e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 256000,
         "max_output_tokens": 256000,
@@ -59452,7 +59703,9 @@
     },
     "bedrock_mantle/google.gemma-4-e2b": {
         "input_cost_per_token": 4e-08,
+        "input_cost_per_token_flex": 2e-08,
         "output_cost_per_token": 8e-08,
+        "output_cost_per_token_flex": 4e-08,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 128000,
         "max_output_tokens": 128000,
@@ -66556,7 +66809,9 @@
     "bedrock_mantle/deepseek.v3.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 5.8e-07,
+        "input_cost_per_token_flex": 2.9e-07,
         "output_cost_per_token": 1.68e-06,
+        "output_cost_per_token_flex": 8.4e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 128000,
         "max_output_tokens": 8000,
@@ -66572,7 +66827,9 @@
     "bedrock_mantle/moonshotai.kimi-k2-thinking": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 6e-07,
+        "input_cost_per_token_flex": 3e-07,
         "output_cost_per_token": 2.5e-06,
+        "output_cost_per_token_flex": 1.25e-06,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 256000,
         "max_output_tokens": 16000,
@@ -66588,7 +66845,9 @@
     },
     "bedrock_mantle/qwen.qwen3-235b-a22b-2507": {
         "input_cost_per_token": 2.2e-07,
+        "input_cost_per_token_flex": 1.1e-07,
         "output_cost_per_token": 8.8e-07,
+        "output_cost_per_token_flex": 4.4e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 256000,
         "max_output_tokens": 8000,
@@ -66604,7 +66863,9 @@
     },
     "bedrock_mantle/qwen.qwen3-32b": {
         "input_cost_per_token": 1.5e-07,
+        "input_cost_per_token_flex": 7.5e-08,
         "output_cost_per_token": 6e-07,
+        "output_cost_per_token_flex": 3e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 32000,
         "max_output_tokens": 8000,
@@ -66621,7 +66882,9 @@
     "bedrock_mantle/qwen.qwen3-coder-30b-a3b-instruct": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 1.5e-07,
+        "input_cost_per_token_flex": 7.5e-08,
         "output_cost_per_token": 6e-07,
+        "output_cost_per_token_flex": 3e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 256000,
         "max_output_tokens": 16000,
@@ -66637,7 +66900,9 @@
     "bedrock_mantle/qwen.qwen3-coder-480b-a35b-instruct": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 4.5e-07,
+        "input_cost_per_token_flex": 2.25e-07,
         "output_cost_per_token": 1.8e-06,
+        "output_cost_per_token_flex": 9e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 128000,
         "max_output_tokens": 16000,
@@ -66652,7 +66917,9 @@
     },
     "bedrock_mantle/qwen.qwen3-next-80b-a3b-instruct": {
         "input_cost_per_token": 1.4e-07,
+        "input_cost_per_token_flex": 7e-08,
         "output_cost_per_token": 1.2e-06,
+        "output_cost_per_token_flex": 6e-07,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 256000,
         "max_output_tokens": 8000,
@@ -66668,7 +66935,9 @@
     },
     "bedrock_mantle/qwen.qwen3-vl-235b-a22b-instruct": {
         "input_cost_per_token": 5.3e-07,
+        "input_cost_per_token_flex": 2.6e-07,
         "output_cost_per_token": 2.66e-06,
+        "output_cost_per_token_flex": 1.33e-06,
         "litellm_provider": "bedrock_mantle",
         "max_input_tokens": 256000,
         "max_output_tokens": 8000,
@@ -73491,16 +73760,21 @@
         "supports_web_search": true
     },
     "openrouter/~anthropic/claude-haiku-latest": {
-        "cache_creation_input_token_cost": 1.25e-06,
-        "cache_creation_input_token_cost_above_1hr": 2e-06,
-        "cache_read_input_token_cost": 1e-07,
-        "input_cost_per_token": 1e-06,
+        "input_cost_per_token_above_100k_tokens": 5e-07,
+        "output_cost_per_token_above_100k_tokens": 2.5e-06,
+        "cache_read_input_token_cost_above_100k_tokens": 5e-08,
+        "cache_creation_input_token_cost_above_100k_tokens": 6.25e-07,
+        "cache_creation_input_token_cost_above_1hr_above_100k_tokens": 1e-06,
+        "cache_creation_input_token_cost": 1.25e-07,
+        "cache_creation_input_token_cost_above_1hr": 2e-07,
+        "cache_read_input_token_cost": 1e-08,
+        "input_cost_per_token": 1e-07,
         "litellm_provider": "openrouter",
-        "max_input_tokens": 200000,
-        "max_output_tokens": 64000,
-        "max_tokens": 64000,
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
         "mode": "chat",
-        "output_cost_per_token": 5e-06,
+        "output_cost_per_token": 5e-07,
         "source": "https://openrouter.ai/api/v1/models",
         "supports_audio_input": false,
         "supports_function_calling": true,
@@ -73537,7 +73811,7 @@
     "openrouter/~anthropic/claude-sonnet-latest": {
         "cache_creation_input_token_cost": 2.5e-06,
         "cache_creation_input_token_cost_above_1hr": 4e-06,
-        "cache_read_input_token_cost": 2e-07,
+        "cache_read_input_token_cost": 1e-07,
         "input_cost_per_token": 2e-06,
         "litellm_provider": "openrouter",
         "max_input_tokens": 1000000,
@@ -73759,8 +74033,8 @@
     "openrouter/~openai/gpt-sol-latest": {
         "cache_creation_input_token_cost": 2.5e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 5e-06,
-        "cache_read_input_token_cost": 2e-07,
-        "cache_read_input_token_cost_above_272k_tokens": 4e-07,
+        "cache_read_input_token_cost": 1e-07,
+        "cache_read_input_token_cost_above_272k_tokens": 2e-07,
         "input_cost_per_token": 2e-06,
         "input_cost_per_token_above_272k_tokens": 4e-06,
         "litellm_provider": "openrouter",
@@ -80210,7 +80484,7 @@
     "openrouter/anthropic/claude-sonnet-5.5:batch": {
         "cache_creation_input_token_cost": 1.25e-06,
         "cache_creation_input_token_cost_above_1hr": 2e-06,
-        "cache_read_input_token_cost": 1e-07,
+        "cache_read_input_token_cost": 5e-08,
         "input_cost_per_token": 1e-06,
         "litellm_provider": "openrouter",
         "max_input_tokens": 1000000,
@@ -80824,7 +81098,7 @@
         "cache_read_input_token_cost": 7e-08,
         "input_cost_per_token": 6.8e-07,
         "litellm_provider": "openrouter",
-        "max_input_tokens": 524288,
+        "max_input_tokens": 1048576,
         "max_output_tokens": 262144,
         "max_tokens": 262144,
         "mode": "chat",
diff --git a/tests/unit/test_mistral_large_4_model_metadata.py b/tests/unit/test_mistral_large_4_model_metadata.py
index 924265d2b41..f45c53920dd 100644
--- a/tests/unit/test_mistral_large_4_model_metadata.py
+++ b/tests/unit/test_mistral_large_4_model_metadata.py
@@ -31,7 +31,7 @@ def test_metadata_and_backup(model):
     info = litellm.get_model_info(model)
     assert info["litellm_provider"] == "mistral"
     assert info["mode"] == "chat"
-    assert info["max_input_tokens"] == 524288
+    assert info["max_input_tokens"] == 1048576
     assert info["input_cost_per_token"] == 6.8e-07
     assert info["output_cost_per_token"] == 2.09e-06
     assert info["cache_read_input_token_cost"] == 6.8e-08