diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 1eaac0fda24..1a1982fddd7 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -13804,13 +13804,17 @@
     },
     "bedrock/ap-northeast-1/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
+        "input_cost_per_token_batches": 3.7e-07,
         "input_cost_per_token_flex": 3.7e-07,
+        "input_cost_per_token_priority": 1.295e-06,
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         "max_input_tokens": 163840,
         "max_output_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 2.22e-06,
+        "output_cost_per_token_batches": 1.11e-06,
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+        "output_cost_per_token_priority": 3.885e-06,
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_native_structured_output": true,
@@ -13818,34 +13822,40 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-northeast-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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+        "input_cost_per_token_priority": 6.3e-07,
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         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_batches": 7.2e-07,
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         "supports_audio_input": false,
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         "supports_vision": false,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-northeast-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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+        "input_cost_per_token_priority": 6.3e-07,
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         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_system_messages": true,
@@ -13854,7 +13864,9 @@
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         "supports_vision": false,
         "output_cost_per_token": 1.44e-06,
-        "output_cost_per_token_flex": 7.2e-07
+        "output_cost_per_token_batches": 7.2e-07,
+        "output_cost_per_token_flex": 7.2e-07,
+        "output_cost_per_token_priority": 2.52e-06
     },
     "bedrock/ap-northeast-1/moonshotai.kimi-k2-thinking": {
         "deprecation_date": "2027-03-30",
@@ -13872,20 +13884,24 @@
     },
     "bedrock/ap-northeast-1/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
+        "input_cost_per_token_batches": 3.6e-07,
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+        "input_cost_per_token_priority": 1.26e-06,
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         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
+        "output_cost_per_token_batches": 1.8e-06,
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+        "output_cost_per_token_priority": 6.3e-06,
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         "supports_vision": true,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-northeast-1/qwen.qwen3-coder-next": {
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@@ -13896,13 +13912,13 @@
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
         "output_cost_per_token_flex": 7.2e-07,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html",
+        "supports_audio_input": false,
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-        "supports_response_schema": true,
-        "supports_vision": false,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html"
+        "supports_vision": false
     },
     "bedrock/moonshotai.kimi-k2-thinking": {
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@@ -13959,13 +13975,17 @@
     },
     "bedrock/ap-south-1/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
+        "input_cost_per_token_batches": 3.7e-07,
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         "max_input_tokens": 163840,
         "max_output_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 2.22e-06,
+        "output_cost_per_token_batches": 1.11e-06,
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+        "output_cost_per_token_priority": 3.885e-06,
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@@ -13973,34 +13993,40 @@
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-south-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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+        "input_cost_per_token_priority": 6.3e-07,
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         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_batches": 7.2e-07,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-south-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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+        "input_cost_per_token_priority": 6.3e-07,
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         "max_output_tokens": 8192,
         "mode": "chat",
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_reasoning": true,
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@@ -14009,7 +14035,9 @@
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+        "output_cost_per_token_flex": 7.2e-07,
+        "output_cost_per_token_priority": 2.52e-06
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     "bedrock/ap-south-1/moonshotai.kimi-k2-thinking": {
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@@ -14027,20 +14055,24 @@
     },
     "bedrock/ap-south-1/moonshotai.kimi-k2.5": {
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+        "input_cost_per_token_batches": 3.6e-07,
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+        "input_cost_per_token_priority": 1.26e-06,
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         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
+        "output_cost_per_token_batches": 1.8e-06,
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+        "output_cost_per_token_priority": 6.3e-06,
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         "supports_tool_choice": true,
         "supports_vision": true,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-south-1/qwen.qwen3-coder-next": {
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@@ -14051,22 +14083,24 @@
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
         "output_cost_per_token_flex": 7.2e-07,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html",
+        "supports_audio_input": false,
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-        "supports_response_schema": true,
-        "supports_vision": false,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html"
+        "supports_vision": false
     },
     "bedrock/ap-southeast-2/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.1e-07,
+        "input_cost_per_token_batches": 1.55e-07,
         "input_cost_per_token_flex": 1.55e-07,
+        "input_cost_per_token_priority": 5.425e-07,
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         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_reasoning": true,
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@@ -14075,7 +14109,9 @@
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         "supports_vision": false,
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+        "output_cost_per_token_priority": 2.17e-06
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     "bedrock/ap-southeast-3/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
@@ -14086,14 +14122,14 @@
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-        "supports_function_calling": true,
-        "supports_reasoning": true,
-        "supports_native_structured_output": true,
-        "supports_tool_choice": true,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html",
         "supports_audio_input": false,
+        "supports_function_calling": true,
+        "supports_native_structured_output": true,
+        "supports_reasoning": true,
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-        "supports_vision": false,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html"
+        "supports_tool_choice": true,
+        "supports_vision": false
     },
     "bedrock/ap-southeast-3/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
@@ -14105,13 +14141,13 @@
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
         "output_cost_per_token_flex": 7.2e-07,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html",
+        "supports_audio_input": false,
         "supports_function_calling": true,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html"
+        "supports_vision": false
     },
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@@ -14120,16 +14156,16 @@
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
+        "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_flex": 7.2e-07,
         "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "supports_audio_input": false,
         "supports_function_calling": true,
         "supports_reasoning": true,
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-        "output_cost_per_token": 1.44e-06,
-        "output_cost_per_token_flex": 7.2e-07
+        "supports_vision": false
     },
     "bedrock/ap-southeast-3/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
@@ -14140,13 +14176,13 @@
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
         "output_cost_per_token_flex": 1.8e-06,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html",
+        "supports_audio_input": false,
         "supports_function_calling": true,
+        "supports_response_schema": true,
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-        "supports_vision": true,
-        "supports_audio_input": false,
-        "supports_response_schema": true,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html"
+        "supports_vision": true
     },
     "bedrock/ap-southeast-3/qwen.qwen3-coder-next": {
         "input_cost_per_token": 6e-07,
@@ -14157,13 +14193,13 @@
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
         "output_cost_per_token_flex": 7.2e-07,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html",
+        "supports_audio_input": false,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html"
+        "supports_vision": false
     },
     "bedrock/ca-central-1/meta.llama3-70b-instruct-v1:0": {
         "deprecation_date": "2027-03-30",
@@ -14187,13 +14223,17 @@
     },
     "bedrock/eu-north-1/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
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+        "input_cost_per_token_priority": 1.295e-06,
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         "max_input_tokens": 163840,
         "max_output_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 2.22e-06,
+        "output_cost_per_token_batches": 1.11e-06,
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+        "output_cost_per_token_priority": 3.885e-06,
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@@ -14201,34 +14241,40 @@
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         "supports_vision": false,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/eu-north-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
+        "output_cost_per_token_batches": 7.2e-07,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/eu-north-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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+        "input_cost_per_token_priority": 6.3e-07,
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         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
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@@ -14237,24 +14283,30 @@
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+        "output_cost_per_token_priority": 2.52e-06
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     "bedrock/eu-north-1/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
+        "input_cost_per_token_batches": 3.6e-07,
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         "mode": "chat",
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@@ -14536,20 +14616,24 @@
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@@ -14593,13 +14677,13 @@
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@@ -14608,16 +14692,16 @@
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@@ -14628,13 +14712,13 @@
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@@ -14675,13 +14759,17 @@
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@@ -14743,20 +14839,24 @@
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@@ -14767,13 +14867,13 @@
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@@ -14908,13 +15008,17 @@
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@@ -14975,47 +15087,59 @@
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@@ -15023,34 +15147,40 @@
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@@ -15059,7 +15189,9 @@
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@@ -15077,20 +15209,24 @@
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@@ -15101,13 +15237,13 @@
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@@ -15543,13 +15679,17 @@
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@@ -15557,42 +15697,50 @@
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@@ -15610,20 +15758,24 @@
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@@ -15634,13 +15786,13 @@
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@@ -25109,38 +25261,6 @@
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@@ -46798,12 +46918,16 @@
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@@ -46813,12 +46937,16 @@
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@@ -46828,12 +46956,18 @@
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@@ -46858,12 +46992,16 @@
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@@ -46873,12 +47011,16 @@
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-next-80b-a3b.html",
+        "output_cost_per_token_flex": 9.3e-07,
+        "output_cost_per_token_priority": 3.26e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
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@@ -46888,12 +47030,16 @@
     },
     "bedrock/sa-east-1/qwen.qwen3-next-80b-a3b": {
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+        "input_cost_per_token_flex": 9e-08,
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         "max_input_tokens": 262144,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-next-80b-a3b.html",
+        "output_cost_per_token_flex": 7.2e-07,
+        "output_cost_per_token_priority": 2.54e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
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@@ -61028,11 +61174,17 @@
     },
     "bedrock/us-east-1/zai.glm-5": {
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+        "input_cost_per_token_batches": 5e-07,
+        "input_cost_per_token_flex": 5e-07,
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         "max_input_tokens": 200000,
         "max_output_tokens": 128000,
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@@ -61041,15 +61193,21 @@
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         "supports_response_schema": true,
         "supports_vision": false,
-        "source": "https://aws.amazon.com/bedrock/pricing/"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/us-west-2/zai.glm-5": {
         "input_cost_per_token": 1e-06,
+        "input_cost_per_token_batches": 5e-07,
+        "input_cost_per_token_flex": 5e-07,
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         "litellm_provider": "bedrock",
         "max_input_tokens": 200000,
         "max_output_tokens": 128000,
         "mode": "chat",
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@@ -61058,7 +61216,7 @@
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         "supports_response_schema": true,
         "supports_vision": false,
-        "source": "https://aws.amazon.com/bedrock/pricing/"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/us-gov-east-1/anthropic.claude-haiku-4-5-20251001-v1:0": {
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diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 1eaac0fda24..1a1982fddd7 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -13804,13 +13804,17 @@
     },
     "bedrock/ap-northeast-1/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
+        "input_cost_per_token_batches": 3.7e-07,
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         "max_input_tokens": 163840,
         "max_output_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 2.22e-06,
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@@ -13818,34 +13822,40 @@
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         "supports_vision": false,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-northeast-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
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         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-northeast-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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         "mode": "chat",
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_reasoning": true,
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@@ -13854,7 +13864,9 @@
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         "supports_vision": false,
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-        "output_cost_per_token_flex": 7.2e-07
+        "output_cost_per_token_batches": 7.2e-07,
+        "output_cost_per_token_flex": 7.2e-07,
+        "output_cost_per_token_priority": 2.52e-06
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     "bedrock/ap-northeast-1/moonshotai.kimi-k2-thinking": {
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@@ -13872,20 +13884,24 @@
     },
     "bedrock/ap-northeast-1/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
+        "input_cost_per_token_batches": 3.6e-07,
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         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-northeast-1/qwen.qwen3-coder-next": {
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@@ -13896,13 +13912,13 @@
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
         "output_cost_per_token_flex": 7.2e-07,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html",
+        "supports_audio_input": false,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html"
+        "supports_vision": false
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     "bedrock/moonshotai.kimi-k2-thinking": {
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@@ -13959,13 +13975,17 @@
     },
     "bedrock/ap-south-1/deepseek.v3.2": {
         "input_cost_per_token": 7.4e-07,
+        "input_cost_per_token_batches": 3.7e-07,
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         "max_output_tokens": 8000,
         "mode": "chat",
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@@ -13973,34 +13993,40 @@
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-south-1/minimax.minimax-m2.1": {
         "deprecation_date": "2027-03-30",
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-south-1/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.6e-07,
+        "input_cost_per_token_batches": 1.8e-07,
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         "mode": "chat",
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
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         "supports_reasoning": true,
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@@ -14009,7 +14035,9 @@
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     "bedrock/ap-south-1/moonshotai.kimi-k2-thinking": {
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@@ -14027,20 +14055,24 @@
     },
     "bedrock/ap-south-1/moonshotai.kimi-k2.5": {
         "input_cost_per_token": 7.2e-07,
+        "input_cost_per_token_batches": 3.6e-07,
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         "max_input_tokens": 262144,
         "max_output_tokens": 16000,
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/ap-south-1/qwen.qwen3-coder-next": {
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@@ -14051,22 +14083,24 @@
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
         "output_cost_per_token_flex": 7.2e-07,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html",
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html"
+        "supports_vision": false
     },
     "bedrock/ap-southeast-2/minimax.minimax-m2.5": {
         "input_cost_per_token": 3.1e-07,
+        "input_cost_per_token_batches": 1.55e-07,
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         "mode": "chat",
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
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         "supports_reasoning": true,
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@@ -14075,7 +14109,9 @@
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     "bedrock/ap-southeast-3/deepseek.v3.2": {
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@@ -14086,14 +14122,14 @@
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-        "supports_reasoning": true,
-        "supports_native_structured_output": true,
-        "supports_tool_choice": true,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html",
         "supports_audio_input": false,
+        "supports_function_calling": true,
+        "supports_native_structured_output": true,
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-        "supports_vision": false,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-deepseek-deepseek-v3-2.html"
+        "supports_tool_choice": true,
+        "supports_vision": false
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     "bedrock/ap-southeast-3/minimax.minimax-m2.1": {
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@@ -14105,13 +14141,13 @@
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
         "output_cost_per_token_flex": 7.2e-07,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-1.html",
+        "supports_audio_input": false,
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+        "supports_vision": false
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     "bedrock/ap-southeast-3/minimax.minimax-m2.5": {
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@@ -14120,16 +14156,16 @@
         "max_input_tokens": 196000,
         "max_output_tokens": 8192,
         "mode": "chat",
+        "output_cost_per_token": 1.44e-06,
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         "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
+        "supports_audio_input": false,
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+        "supports_vision": false
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     "bedrock/ap-southeast-3/moonshotai.kimi-k2.5": {
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@@ -14140,13 +14176,13 @@
         "mode": "chat",
         "output_cost_per_token": 3.6e-06,
         "output_cost_per_token_flex": 1.8e-06,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html",
+        "supports_audio_input": false,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-moonshot-ai-kimi-k2-5.html"
+        "supports_vision": true
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     "bedrock/ap-southeast-3/qwen.qwen3-coder-next": {
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@@ -14157,13 +14193,13 @@
         "mode": "chat",
         "output_cost_per_token": 1.44e-06,
         "output_cost_per_token_flex": 7.2e-07,
+        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html",
+        "supports_audio_input": false,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-coder-next.html"
+        "supports_vision": false
     },
     "bedrock/ca-central-1/meta.llama3-70b-instruct-v1:0": {
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@@ -14187,13 +14223,17 @@
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     "bedrock/eu-north-1/deepseek.v3.2": {
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@@ -14536,20 +14616,24 @@
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@@ -14593,13 +14677,13 @@
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@@ -14628,13 +14712,13 @@
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@@ -14675,13 +14759,17 @@
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@@ -14908,13 +15008,17 @@
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@@ -14975,47 +15087,59 @@
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@@ -15077,20 +15209,24 @@
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@@ -15543,13 +15679,17 @@
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@@ -15610,20 +15758,24 @@
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@@ -15634,13 +15786,13 @@
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@@ -25109,38 +25261,6 @@
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@@ -46798,12 +46918,16 @@
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         "max_output_tokens": 8000,
         "mode": "chat",
         "output_cost_per_token": 1.2e-06,
-        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "output_cost_per_token_flex": 6e-07,
+        "output_cost_per_token_priority": 2.1e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_audio_input": false,
         "supports_function_calling": true,
         "supports_system_messages": true,
@@ -46813,12 +46937,16 @@
     },
     "bedrock/ap-northeast-1/qwen.qwen3-next-80b-a3b": {
         "input_cost_per_token": 1.8e-07,
+        "input_cost_per_token_flex": 9e-08,
+        "input_cost_per_token_priority": 3.2e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.45e-06,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-next-80b-a3b.html",
+        "output_cost_per_token_flex": 7.2e-07,
+        "output_cost_per_token_priority": 2.54e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
         "supports_system_messages": true,
@@ -46828,12 +46956,18 @@
     },
     "bedrock/ap-south-1/qwen.qwen3-next-80b-a3b": {
         "input_cost_per_token": 1.8e-07,
+        "input_cost_per_token_batches": 9e-08,
+        "input_cost_per_token_flex": 9e-08,
+        "input_cost_per_token_priority": 3.2e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.41e-06,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-next-80b-a3b.html",
+        "output_cost_per_token_batches": 7.1e-07,
+        "output_cost_per_token_flex": 7.1e-07,
+        "output_cost_per_token_priority": 2.47e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
         "supports_system_messages": true,
@@ -46858,12 +46992,16 @@
     },
     "bedrock/eu-west-1/qwen.qwen3-next-80b-a3b": {
         "input_cost_per_token": 1.8e-07,
+        "input_cost_per_token_flex": 9e-08,
+        "input_cost_per_token_priority": 3.2e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.41e-06,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-next-80b-a3b.html",
+        "output_cost_per_token_flex": 7.1e-07,
+        "output_cost_per_token_priority": 2.47e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
         "supports_system_messages": true,
@@ -46873,12 +47011,16 @@
     },
     "bedrock/eu-west-2/qwen.qwen3-next-80b-a3b": {
         "input_cost_per_token": 2.3e-07,
+        "input_cost_per_token_flex": 1.2e-07,
+        "input_cost_per_token_priority": 4e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.86e-06,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-next-80b-a3b.html",
+        "output_cost_per_token_flex": 9.3e-07,
+        "output_cost_per_token_priority": 3.26e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
         "supports_system_messages": true,
@@ -46888,12 +47030,16 @@
     },
     "bedrock/sa-east-1/qwen.qwen3-next-80b-a3b": {
         "input_cost_per_token": 1.8e-07,
+        "input_cost_per_token_flex": 9e-08,
+        "input_cost_per_token_priority": 3.2e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 1.45e-06,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-qwen-qwen3-next-80b-a3b.html",
+        "output_cost_per_token_flex": 7.2e-07,
+        "output_cost_per_token_priority": 2.54e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
         "supports_system_messages": true,
@@ -61028,11 +61174,17 @@
     },
     "bedrock/us-east-1/zai.glm-5": {
         "input_cost_per_token": 1e-06,
+        "input_cost_per_token_batches": 5e-07,
+        "input_cost_per_token_flex": 5e-07,
+        "input_cost_per_token_priority": 1.75e-06,
         "output_cost_per_token": 3.2e-06,
         "litellm_provider": "bedrock",
         "max_input_tokens": 200000,
         "max_output_tokens": 128000,
         "mode": "chat",
+        "output_cost_per_token_batches": 1.6e-06,
+        "output_cost_per_token_flex": 1.6e-06,
+        "output_cost_per_token_priority": 5.6e-06,
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_system_messages": true,
@@ -61041,15 +61193,21 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "source": "https://aws.amazon.com/bedrock/pricing/"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/us-west-2/zai.glm-5": {
         "input_cost_per_token": 1e-06,
+        "input_cost_per_token_batches": 5e-07,
+        "input_cost_per_token_flex": 5e-07,
+        "input_cost_per_token_priority": 1.75e-06,
         "output_cost_per_token": 3.2e-06,
         "litellm_provider": "bedrock",
         "max_input_tokens": 200000,
         "max_output_tokens": 128000,
         "mode": "chat",
+        "output_cost_per_token_batches": 1.6e-06,
+        "output_cost_per_token_flex": 1.6e-06,
+        "output_cost_per_token_priority": 5.6e-06,
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_system_messages": true,
@@ -61058,7 +61216,7 @@
         "supports_audio_input": false,
         "supports_response_schema": true,
         "supports_vision": false,
-        "source": "https://aws.amazon.com/bedrock/pricing/"
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json"
     },
     "bedrock/us-gov-east-1/anthropic.claude-haiku-4-5-20251001-v1:0": {
         "cache_creation_input_token_cost": 1.5e-06,
diff --git a/tests/unit/litellm_core_utils/test_get_supported_openai_params.py b/tests/unit/litellm_core_utils/test_get_supported_openai_params.py
index f9e285cf9fb..8fca7bafedf 100644
--- a/tests/unit/litellm_core_utils/test_get_supported_openai_params.py
+++ b/tests/unit/litellm_core_utils/test_get_supported_openai_params.py
@@ -4,7 +4,7 @@ from litellm.litellm_core_utils.get_supported_openai_params import (
     get_supported_openai_params,
 )
 
-BEDROCK_REAL_MODEL = "eu.anthropic.claude-haiku-4-5-20251001-v1:0"
+BEDROCK_REAL_MODEL = "us.anthropic.claude-haiku-4-5-20251001-v1:0"
 BEDROCK_LABEL = "claude-haiku-4-5"
 
 
diff --git a/tests/unit/test_utils.py b/tests/unit/test_utils.py
index 243a20a2551..0f471b1de71 100644
--- a/tests/unit/test_utils.py
+++ b/tests/unit/test_utils.py
@@ -4391,7 +4391,7 @@ class TestBedrockBaseModelLabelKeepsTools:
         from litellm.utils import get_optional_params
 
         result = get_optional_params(
-            model="eu.anthropic.claude-haiku-4-5-20251001-v1:0",
+            model="us.anthropic.claude-haiku-4-5-20251001-v1:0",
             custom_llm_provider="bedrock",
             base_model="claude-haiku-4-5",
             tools=self.TOOLS,