diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 5d91941a953..25c7c3593ed 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -15715,8 +15715,10 @@
         "input_cost_per_image": 7.2e-05,
         "input_cost_per_video_per_second": 0.00084,
         "input_cost_per_audio_per_second": 0.000168,
+        "input_cost_per_token_batches": 8.1e-08,
         "output_cost_per_token": 0.0,
         "output_vector_size": 3072,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supports_embedding_image_input": true,
         "supports_image_input": true,
         "supports_video_input": true,
@@ -15725,11 +15727,14 @@
     "bedrock/us-gov-west-1/amazon.nova-lite-v1:0": {
         "cache_read_input_token_cost": 1.8e-08,
         "input_cost_per_token": 7.2e-08,
+        "input_cost_per_token_batches": 3.6e-08,
         "litellm_provider": "bedrock",
         "max_input_tokens": 300000,
         "max_output_tokens": 10000,
         "mode": "chat",
         "output_cost_per_token": 2.88e-07,
+        "output_cost_per_token_batches": 1.44e-07,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supports_function_calling": true,
         "supports_pdf_input": true,
         "supports_prompt_caching": true,
@@ -15740,11 +15745,14 @@
     "bedrock/us-gov-west-1/amazon.nova-micro-v1:0": {
         "cache_read_input_token_cost": 1.05e-08,
         "input_cost_per_token": 4.2e-08,
+        "input_cost_per_token_batches": 2.1e-08,
         "litellm_provider": "bedrock",
         "max_input_tokens": 128000,
         "max_output_tokens": 10000,
         "mode": "chat",
         "output_cost_per_token": 1.68e-07,
+        "output_cost_per_token_batches": 8.4e-08,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supports_function_calling": true,
         "supports_prompt_caching": true,
         "supports_response_schema": true,
@@ -15752,12 +15760,21 @@
     },
     "bedrock/us-gov-west-1/amazon.nova-pro-v1:0": {
         "cache_read_input_token_cost": 2.4e-07,
+        "cache_read_input_token_cost_flex": 1.2e-07,
+        "cache_read_input_token_cost_priority": 4.2e-07,
         "input_cost_per_token": 9.6e-07,
+        "input_cost_per_token_batches": 4.8e-07,
+        "input_cost_per_token_flex": 4.8e-07,
+        "input_cost_per_token_priority": 1.68e-06,
         "litellm_provider": "bedrock",
         "max_input_tokens": 300000,
         "max_output_tokens": 10000,
         "mode": "chat",
         "output_cost_per_token": 3.84e-06,
+        "output_cost_per_token_batches": 1.92e-06,
+        "output_cost_per_token_flex": 1.92e-06,
+        "output_cost_per_token_priority": 6.72e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supports_function_calling": true,
         "supports_pdf_input": true,
         "supports_prompt_caching": true,
@@ -69117,12 +69134,18 @@
     },
     "bedrock/us-gov-west-1/nvidia.nemotron-nano-3-30b": {
         "input_cost_per_token": 7.2e-08,
+        "input_cost_per_token_batches": 3.6e-08,
+        "input_cost_per_token_flex": 3.6e-08,
+        "input_cost_per_token_priority": 1.32e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 2.88e-07,
-        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "output_cost_per_token_batches": 1.44e-07,
+        "output_cost_per_token_flex": 1.44e-07,
+        "output_cost_per_token_priority": 5.04e-07,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
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@@ -69135,12 +69158,18 @@
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         "input_cost_per_token": 2.4e-07,
+        "input_cost_per_token_batches": 1.2e-07,
+        "input_cost_per_token_flex": 1.2e-07,
+        "input_cost_per_token_priority": 4.2e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 128000,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 7.2e-07,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nvidia-nemotron-nano-12b-v2-vl-bf16.html",
+        "output_cost_per_token_batches": 3.6e-07,
+        "output_cost_per_token_flex": 3.6e-07,
+        "output_cost_per_token_priority": 1.26e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supports_system_messages": true,
         "supports_vision": true,
         "supports_audio_input": false,
@@ -69151,12 +69180,18 @@
         "deprecation_date": "2027-03-30",
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         "input_cost_per_token": 7.2e-08,
+        "input_cost_per_token_batches": 3.6e-08,
+        "input_cost_per_token_flex": 3.6e-08,
+        "input_cost_per_token_priority": 1.32e-07,
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         "max_input_tokens": 128000,
         "max_output_tokens": 8192,
         "mode": "chat",
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nvidia-nemotron-nano-9b-v2.html",
+        "output_cost_per_token_batches": 1.44e-07,
+        "output_cost_per_token_flex": 1.44e-07,
+        "output_cost_per_token_priority": 4.8e-07,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supports_system_messages": true,
         "supports_audio_input": false,
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@@ -69165,12 +69200,18 @@
     },
     "bedrock/us-gov-west-1/nvidia.nemotron-super-3-120b": {
         "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": 3.15e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 256000,
         "max_output_tokens": 32768,
         "mode": "chat",
         "output_cost_per_token": 7.8e-07,
-        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "output_cost_per_token_batches": 3.9e-07,
+        "output_cost_per_token_flex": 3.9e-07,
+        "output_cost_per_token_priority": 1.365e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_system_messages": true,
@@ -69182,12 +69223,18 @@
     "bedrock/us-gov-west-1/openai.gpt-oss-20b-1:0": {
         "supports_vision": false,
         "input_cost_per_token": 8.4e-08,
+        "input_cost_per_token_batches": 4.2e-08,
+        "input_cost_per_token_flex": 4.2e-08,
+        "input_cost_per_token_priority": 1.47e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "mode": "chat",
         "output_cost_per_token": 3.6e-07,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-oss-20b.html",
+        "output_cost_per_token_batches": 1.8e-07,
+        "output_cost_per_token_flex": 1.8e-07,
+        "output_cost_per_token_priority": 6.3e-07,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supported_endpoints": [
             "/v1/chat/completions"
         ],
@@ -69201,12 +69248,18 @@
     "bedrock/us-gov-west-1/openai.gpt-oss-120b-1:0": {
         "supports_vision": false,
         "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": 3.15e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "mode": "chat",
         "output_cost_per_token": 7.2e-07,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-oss-120b.html",
+        "output_cost_per_token_batches": 3.6e-07,
+        "output_cost_per_token_flex": 3.6e-07,
+        "output_cost_per_token_priority": 1.26e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
         "supported_endpoints": [
             "/v1/chat/completions"
         ],
@@ -69412,12 +69465,18 @@
     },
     "bedrock/us-gov-east-1/nvidia.nemotron-nano-3-30b": {
         "input_cost_per_token": 7.2e-08,
+        "input_cost_per_token_batches": 3.6e-08,
+        "input_cost_per_token_flex": 3.6e-08,
+        "input_cost_per_token_priority": 1.32e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 262144,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 2.88e-07,
-        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "output_cost_per_token_batches": 1.44e-07,
+        "output_cost_per_token_flex": 1.44e-07,
+        "output_cost_per_token_priority": 5.04e-07,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-east-1/index.json",
         "supports_function_calling": true,
         "supports_native_structured_output": true,
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@@ -69430,12 +69489,18 @@
         "deprecation_date": "2027-03-30",
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         "input_cost_per_token": 2.4e-07,
+        "input_cost_per_token_batches": 1.2e-07,
+        "input_cost_per_token_flex": 1.2e-07,
+        "input_cost_per_token_priority": 4.2e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 128000,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 7.2e-07,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nvidia-nemotron-nano-12b-v2-vl-bf16.html",
+        "output_cost_per_token_batches": 3.6e-07,
+        "output_cost_per_token_flex": 3.6e-07,
+        "output_cost_per_token_priority": 1.26e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-east-1/index.json",
         "supports_system_messages": true,
         "supports_vision": true,
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@@ -69446,12 +69511,18 @@
         "deprecation_date": "2027-03-30",
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         "input_cost_per_token": 7.2e-08,
+        "input_cost_per_token_batches": 3.6e-08,
+        "input_cost_per_token_flex": 3.6e-08,
+        "input_cost_per_token_priority": 1.32e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 128000,
         "max_output_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 2.76e-07,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nvidia-nemotron-nano-9b-v2.html",
+        "output_cost_per_token_batches": 1.44e-07,
+        "output_cost_per_token_flex": 1.44e-07,
+        "output_cost_per_token_priority": 4.8e-07,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-east-1/index.json",
         "supports_system_messages": true,
         "supports_audio_input": false,
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@@ -69460,12 +69531,18 @@
     },
     "bedrock/us-gov-east-1/nvidia.nemotron-super-3-120b": {
         "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": 3.15e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 256000,
         "max_output_tokens": 32768,
         "mode": "chat",
         "output_cost_per_token": 7.8e-07,
-        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "output_cost_per_token_batches": 3.9e-07,
+        "output_cost_per_token_flex": 3.9e-07,
+        "output_cost_per_token_priority": 1.365e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-east-1/index.json",
         "supports_function_calling": true,
         "supports_reasoning": true,
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@@ -69477,12 +69554,18 @@
     "bedrock/us-gov-east-1/openai.gpt-oss-20b-1:0": {
         "supports_vision": false,
         "input_cost_per_token": 8.4e-08,
+        "input_cost_per_token_batches": 4.2e-08,
+        "input_cost_per_token_flex": 4.2e-08,
+        "input_cost_per_token_priority": 1.47e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "mode": "chat",
         "output_cost_per_token": 3.6e-07,
-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-oss-20b.html",
+        "output_cost_per_token_batches": 1.8e-07,
+        "output_cost_per_token_flex": 1.8e-07,
+        "output_cost_per_token_priority": 6.3e-07,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-east-1/index.json",
         "supported_endpoints": [
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         ],
@@ -69496,12 +69579,18 @@
     "bedrock/us-gov-east-1/openai.gpt-oss-120b-1:0": {
         "supports_vision": false,
         "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": 3.15e-07,
         "litellm_provider": "bedrock",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "mode": "chat",
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-oss-120b.html",
+        "output_cost_per_token_batches": 3.6e-07,
+        "output_cost_per_token_flex": 3.6e-07,
+        "output_cost_per_token_priority": 1.26e-06,
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-east-1/index.json",
         "supported_endpoints": [
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         ],
@@ -69709,12 +69798,28 @@
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         "cache_creation_input_token_cost": 3.3e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 6.6e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_flex": 3.3e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.32e-05,
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         "cache_read_input_token_cost_above_272k_tokens": 5.28e-07,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-56-terra.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
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     },
     "bedrock_mantle/us-gov-west-1/openai.gpt-5.6-luna": {
@@ -69746,12 +69851,28 @@
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-56-luna.html",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
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     },
     "bedrock_mantle/us-gov-west-1/openai.gpt-5.4": {
@@ -69800,20 +69921,36 @@
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         "supports_tool_choice": true,
         "supports_vision": true,
-        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "source": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/us-gov-west-1/index.json",
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         "max_output_tokens": 500000,
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             "/v1/chat/completions",
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@@ -69827,11 +69964,17 @@
     },
     "bedrock_mantle/us-gov-west-1/google.gemma-4-e2b": {
         "input_cost_per_token": 4.8e-08,
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         "max_input_tokens": 128000,
         "max_output_tokens": 128000,
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@@ -69845,11 +69988,18 @@
     },
     "bedrock_mantle/us-gov-west-1/google.gemma-4-26b-a4b": {
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         "max_input_tokens": 256000,
         "max_output_tokens": 256000,
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@@ -69863,11 +70013,18 @@
     },
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         "input_cost_per_token": 1.68e-07,
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         "max_input_tokens": 256000,
         "max_output_tokens": 256000,
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@@ -69882,12 +70039,18 @@
     "bedrock_mantle/us-gov-west-1/openai.gpt-oss-20b": {
         "supports_vision": false,
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@@ -69901,12 +70064,18 @@
     "bedrock_mantle/us-gov-west-1/openai.gpt-oss-120b": {
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@@ -70022,10 +70191,17 @@
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@@ -70040,12 +70216,18 @@
     "bedrock_mantle/us-gov-east-1/openai.gpt-oss-20b": {
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@@ -70059,12 +70241,18 @@
     "bedrock_mantle/us-gov-east-1/openai.gpt-oss-120b": {
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diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 5d91941a953..25c7c3593ed 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -15715,8 +15715,10 @@
         "input_cost_per_image": 7.2e-05,
         "input_cost_per_video_per_second": 0.00084,
         "input_cost_per_audio_per_second": 0.000168,
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@@ -15725,11 +15727,14 @@
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         "input_cost_per_token": 7.2e-08,
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         "max_input_tokens": 300000,
         "max_output_tokens": 10000,
         "mode": "chat",
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@@ -15740,11 +15745,14 @@
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         "max_input_tokens": 128000,
         "max_output_tokens": 10000,
         "mode": "chat",
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@@ -15752,12 +15760,21 @@
     },
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         "max_input_tokens": 300000,
         "max_output_tokens": 10000,
         "mode": "chat",
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@@ -69117,12 +69134,18 @@
     },
     "bedrock/us-gov-west-1/nvidia.nemotron-nano-3-30b": {
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+        "input_cost_per_token_batches": 3.6e-08,
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         "max_output_tokens": 8192,
         "mode": "chat",
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-        "source": "https://aws.amazon.com/bedrock/pricing/",
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@@ -69135,12 +69158,18 @@
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         "input_cost_per_token": 2.4e-07,
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nvidia-nemotron-nano-12b-v2-vl-bf16.html",
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@@ -69151,12 +69180,18 @@
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-nvidia-nvidia-nemotron-nano-9b-v2.html",
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@@ -69165,12 +69200,18 @@
     },
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         "mode": "chat",
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-        "source": "https://aws.amazon.com/bedrock/pricing/",
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@@ -69182,12 +69223,18 @@
     "bedrock/us-gov-west-1/openai.gpt-oss-20b-1:0": {
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-oss-20b.html",
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@@ -69201,12 +69248,18 @@
     "bedrock/us-gov-west-1/openai.gpt-oss-120b-1:0": {
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-        "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-openai-gpt-oss-120b.html",
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@@ -69412,12 +69465,18 @@
     },
     "bedrock/us-gov-east-1/nvidia.nemotron-nano-3-30b": {
         "input_cost_per_token": 7.2e-08,
+        "input_cost_per_token_batches": 3.6e-08,
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         "mode": "chat",
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-        "source": "https://aws.amazon.com/bedrock/pricing/",
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@@ -69430,12 +69489,18 @@
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