{
    "sample_spec": {
        "code_interpreter_cost_per_session": 0.0,
        "computer_use_input_cost_per_1k_tokens": 0.0,
        "computer_use_output_cost_per_1k_tokens": 0.0,
        "deprecation_date": "date when the model becomes deprecated in the format YYYY-MM-DD",
        "file_search_cost_per_1k_calls": 0.0,
        "file_search_cost_per_gb_per_day": 0.0,
        "input_cost_per_audio_token": 0.0,
        "input_cost_per_token": 0.0,
        "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
        "max_input_tokens": "max input tokens, if the provider specifies it. if not default to max_tokens",
        "max_output_tokens": "max output tokens, if the provider specifies it. if not default to max_tokens",
        "max_tokens": "LEGACY parameter. set to max_output_tokens if provider specifies it. IF not set to max_input_tokens, if provider specifies it.",
        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, rerank, search",
        "output_cost_per_reasoning_token": 0.0,
        "output_cost_per_token": 0.0,
        "search_context_cost_per_query": {
            "search_context_size_high": 0.0,
            "search_context_size_low": 0.0,
            "search_context_size_medium": 0.0
        },
        "supported_regions": [
            "global",
            "us-west-2",
            "eu-west-1",
            "ap-southeast-1",
            "ap-northeast-1"
        ],
        "supports_audio_input": true,
        "supports_audio_output": true,
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_system_messages": true,
        "supports_vision": true,
        "supports_web_search": true,
        "vector_store_cost_per_gb_per_day": 0.0
    },
    "1024-x-1024/50-steps/bedrock/amazon.nova-canvas-v1:0": {
        "litellm_provider": "bedrock",
        "max_input_tokens": 2600,
        "mode": "image_generation",
        "output_cost_per_image": 0.06
    },
    "1024-x-1024/50-steps/stability.stable-diffusion-xl-v1": {
        "litellm_provider": "bedrock",
        "max_input_tokens": 77,
        "max_tokens": 77,
        "mode": "image_generation",
        "output_cost_per_image": 0.04
    },
    "1024-x-1024/dall-e-2": {
        "input_cost_per_pixel": 1.9e-08,
        "litellm_provider": "openai",
        "mode": "image_generation",
        "output_cost_per_pixel": 0.0
    },
    "1024-x-1024/max-steps/stability.stable-diffusion-xl-v1": {
        "litellm_provider": "bedrock",
        "max_input_tokens": 77,
        "max_tokens": 77,
        "mode": "image_generation",
        "output_cost_per_image": 0.08
    },
    "256-x-256/dall-e-2": {
        "input_cost_per_pixel": 2.4414e-07,
        "litellm_provider": "openai",
        "mode": "image_generation",
        "output_cost_per_pixel": 0.0
    },
    "512-x-512/50-steps/stability.stable-diffusion-xl-v0": {
        "litellm_provider": "bedrock",
        "max_input_tokens": 77,
        "max_tokens": 77,
        "mode": "image_generation",
        "output_cost_per_image": 0.018
    },
    "512-x-512/dall-e-2": {
        "input_cost_per_pixel": 6.86e-08,
        "litellm_provider": "openai",
        "mode": "image_generation",
        "output_cost_per_pixel": 0.0
    },
    "512-x-512/max-steps/stability.stable-diffusion-xl-v0": {
        "litellm_provider": "bedrock",
        "max_input_tokens": 77,
        "max_tokens": 77,
        "mode": "image_generation",
        "output_cost_per_image": 0.036
    },
    "ai21.j2-mid-v1": {
        "input_cost_per_token": 1.25e-05,
        "litellm_provider": "bedrock",
        "max_input_tokens": 8191,
        "max_output_tokens": 8191,
        "max_tokens": 8191,
        "mode": "chat",
        "output_cost_per_token": 1.25e-05
    },
    "ai21.j2-ultra-v1": {
        "input_cost_per_token": 1.88e-05,
        "litellm_provider": "bedrock",
        "max_input_tokens": 8191,
        "max_output_tokens": 8191,
        "max_tokens": 8191,
        "mode": "chat",
        "output_cost_per_token": 1.88e-05
    },
    "ai21.jamba-1-5-large-v1:0": {
        "input_cost_per_token": 2e-06,
        "litellm_provider": "bedrock",
        "max_input_tokens": 256000,
        "max_output_tokens": 256000,
        "max_tokens": 256000,
        "mode": "chat",
        "output_cost_per_token": 8e-06
    },
    "ai21.jamba-1-5-mini-v1:0": {
        "input_cost_per_token": 2e-07,
        "litellm_provider": "bedrock",
        "max_input_tokens": 256000,
        "max_output_tokens": 256000,
        "max_tokens": 256000,
        "mode": "chat",
        "output_cost_per_token": 4e-07
    },
    "ai21.jamba-instruct-v1:0": {
        "input_cost_per_token": 5e-07,
        "litellm_provider": "bedrock",
        "max_input_tokens": 70000,
        "max_output_tokens": 4096,
        "max_tokens": 4096,
        "mode": "chat",
        "output_cost_per_token": 7e-07,
        "supports_system_messages": true
    },
    "aiml/dall-e-2": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "DALL-E 2 via AI/ML API - Reliable text-to-image generation"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.026,
        "source": "https://docs.aimlapi.com/",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/dall-e-3": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "DALL-E 3 via AI/ML API - High-quality text-to-image generation"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.052,
        "source": "https://docs.aimlapi.com/",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/flux-pro": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "Flux Dev - Development version optimized for experimentation"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.065,
        "source": "https://docs.aimlapi.com/",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/flux-pro/v1.1": {
        "litellm_provider": "aiml",
        "mode": "image_generation",
        "output_cost_per_image": 0.052,
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/flux-pro/v1.1-ultra": {
        "litellm_provider": "aiml",
        "mode": "image_generation",
        "output_cost_per_image": 0.063,
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/flux-realism": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "Flux Pro - Professional-grade image generation model"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.046,
        "source": "https://docs.aimlapi.com/",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/flux/dev": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "Flux Dev - Development version optimized for experimentation"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.033,
        "source": "https://docs.aimlapi.com/",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/flux/kontext-max/text-to-image": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "Flux Pro v1.1 - Enhanced version with improved capabilities and 6x faster inference speed"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.104,
        "source": "https://docs.aimlapi.com/",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/flux/kontext-pro/text-to-image": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "Flux Pro v1.1 - Enhanced version with improved capabilities and 6x faster inference speed"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.052,
        "source": "https://docs.aimlapi.com/",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/flux/schnell": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "Flux Schnell - Fast generation model optimized for speed"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.004,
        "source": "https://docs.aimlapi.com/",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/google/imagen-4.0-ultra-generate-001": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "Imagen 4.0 Ultra Generate API - Photorealistic image generation with precise text rendering"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.078,
        "source": "https://docs.aimlapi.com/api-references/image-models/google/imagen-4-ultra-generate",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "aiml/google/nano-banana-pro": {
        "litellm_provider": "aiml",
        "metadata": {
            "notes": "Gemini 3 Pro Image (Nano Banana Pro) - Advanced text-to-image generation with reasoning and 4K resolution support"
        },
        "mode": "image_generation",
        "output_cost_per_image": 0.195,
        "source": "https://docs.aimlapi.com/api-references/image-models/google/gemini-3-pro-image-preview",
        "supported_endpoints": [
            "/v1/images/generations"
        ]
    },
    "amazon.nova-canvas-v1:0": {
        "litellm_provider": "bedrock",
        "max_input_tokens": 2600,
        "mode": "image_generation",
        "output_cost_per_image": 0.06
    },
    "us.writer.palmyra-x4-v1:0": {
        "input_cost_per_token": 2.5e-06,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 128000,
        "max_output_tokens": 8192,
        "max_tokens": 8192,
        "mode": "chat",
        "output_cost_per_token": 1e-05,
        "supports_function_calling": true,
        "supports_pdf_input": true
    },
    "us.writer.palmyra-x5-v1:0": {
        "input_cost_per_token": 6e-07,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_tokens": 8192,
        "mode": "chat",
        "output_cost_per_token": 6e-06,
        "supports_function_calling": true,
        "supports_pdf_input": true
    },
    "writer.palmyra-x4-v1:0": {
        "input_cost_per_token": 2.5e-06,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 128000,
        "max_output_tokens": 8192,
        "max_tokens": 8192,
        "mode": "chat",
        "output_cost_per_token": 1e-05,
        "supports_function_calling": true,
        "supports_pdf_input": true
    },
    "writer.palmyra-x5-v1:0": {
        "input_cost_per_token": 6e-07,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_tokens": 8192,
        "mode": "chat",
        "output_cost_per_token": 6e-06,
        "supports_function_calling": true,
        "supports_pdf_input": true
    },
    "amazon.nova-lite-v1:0": {
        "input_cost_per_token": 6e-08,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 300000,
        "max_output_tokens": 10000,
        "max_tokens": 10000,
        "mode": "chat",
        "output_cost_per_token": 2.4e-07,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_response_schema": true,
        "supports_vision": true
    },
    "amazon.nova-2-lite-v1:0": {
        "cache_read_input_token_cost": 7.5e-08,
        "input_cost_per_token": 3e-07,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 1000000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "mode": "chat",
        "output_cost_per_token": 2.5e-06,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_video_input": true,
        "supports_vision": true
    },
    "amazon.nova-2-pro-preview-20251202-v1:0": {
        "cache_read_input_token_cost": 5.46875e-07,
        "input_cost_per_token": 2.1875e-06,
        "input_cost_per_image_token": 2.1875e-06,
        "input_cost_per_audio_token": 2.1875e-06,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 1000000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "mode": "chat",
        "output_cost_per_token": 1.75e-05,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_video_input": true,
        "supports_vision": true
    },
    "apac.amazon.nova-2-lite-v1:0": {
        "cache_read_input_token_cost": 8.25e-08,
        "input_cost_per_token": 3.3e-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,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_video_input": true,
        "supports_vision": true
    },
    "apac.amazon.nova-2-pro-preview-20251202-v1:0": {
        "cache_read_input_token_cost": 5.46875e-07,
        "input_cost_per_token": 2.1875e-06,
        "input_cost_per_image_token": 2.1875e-06,
        "input_cost_per_audio_token": 2.1875e-06,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 1000000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "mode": "chat",
        "output_cost_per_token": 1.75e-05,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_video_input": true,
        "supports_vision": true
    },
    "eu.amazon.nova-2-lite-v1:0": {
        "cache_read_input_token_cost": 8.25e-08,
        "input_cost_per_token": 3.3e-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,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_video_input": true,
        "supports_vision": true
    },
    "eu.amazon.nova-2-pro-preview-20251202-v1:0": {
        "cache_read_input_token_cost": 5.46875e-07,
        "input_cost_per_token": 2.1875e-06,
        "input_cost_per_image_token": 2.1875e-06,
        "input_cost_per_audio_token": 2.1875e-06,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 1000000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "mode": "chat",
        "output_cost_per_token": 1.75e-05,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_video_input": true,
        "supports_vision": true
    },
    "us.amazon.nova-2-lite-v1:0": {
        "cache_read_input_token_cost": 8.25e-08,
        "input_cost_per_token": 3.3e-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,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_video_input": true,
        "supports_vision": true
    },
    "us.amazon.nova-2-pro-preview-20251202-v1:0": {
        "cache_read_input_token_cost": 5.46875e-07,
        "input_cost_per_token": 2.1875e-06,
        "input_cost_per_image_token": 2.1875e-06,
        "input_cost_per_audio_token": 2.1875e-06,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 1000000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "mode": "chat",
        "output_cost_per_token": 1.75e-05,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_reasoning": true,
        "supports_response_schema": true,
        "supports_video_input": true,
        "supports_vision": true
    },
    "amazon.nova-2-multimodal-embeddings-v1:0": {
        "litellm_provider": "bedrock",
        "max_input_tokens": 8172,
        "max_tokens": 8172,
        "mode": "embedding",
        "input_cost_per_token": 1.35e-07,
        "input_cost_per_image": 6e-05,
        "input_cost_per_video_per_second": 0.0007,
        "input_cost_per_audio_per_second": 0.00014,
        "output_cost_per_token": 0.0,
        "output_vector_size": 3072,
        "source": "https://us-east-1.console.aws.amazon.com/bedrock/home?region=us-east-1#/model-catalog/serverless/amazon.nova-2-multimodal-embeddings-v1:0",
        "supports_embedding_image_input": true,
        "supports_image_input": true,
        "supports_video_input": true,
        "supports_audio_input": true
    },
    "amazon.nova-micro-v1:0": {
        "input_cost_per_token": 3.5e-08,
        "litellm_provider": "bedrock_converse",
        "max_input_tokens": 128000,
        "max_output_tokens": 10000,
        "max_tokens": 10000,
        "mode": "chat",
        "output_cost_per_token": 1.4e-07,
        "supports_function_calling": true,
        "supports_prompt_caching": true,
        "supports_response_schema": true
    },
    "amazon.nova-pro-v1:0": {
        "input_cost_per_token": 8e-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,
        "supports_function_calling": true,
        "supports_pdf_input": true,
        "supports_prompt_caching": true,
        "supports_response_schema": true,
        "supports_vision": true
    },
    "amazon.rerank-v1:0": {
        "input_cost_per_query": 0.001,
        "input_cost_per_token": 0.0,
        "litellm_provider": "bedrock",
        "max_document_chunks_per_query": 100,
        "max_input_tokens": 32000,
        "max_output_tokens": 32000,
        "max_query_tokens": 32000,
        "max_tokens": 32000,
        "max_tokens_per_document_chunk": 512,
        "mode": "rerank",
        "output_cost_per_token": 0.0
    },
    "amazon.titan-embed-image-v1": {
        "input_cost_per_image": 6e-05,
        "input_cost_per_token": 8e-07,
        "litellm_provider": "bedrock",
        "max_input_tokens": 128,
        "max_tokens": 128,
        "metadata": {
            "notes": "'supports_image_input' is a deprecated field. Use 'supports_embedding_image_input' instead."
        },
        "mode": "embedding",
        "output_cost_per_token": 0.0,
        "output_vector_size": 1024,
        "source": "https://us-east-1.console.aws.amazon.com/bedrock/home?region=us-east-1#/providers?model=amazon.titan-image-generator-v1",
        "supports_embedding_image_input": true,
        "supports_image_input": true
    },
    "amazon.titan-embed-text-v1": {
        "input_cost_per_token": 1e-07,
        "litellm_provider": "bedrock",
        "max_input_tokens": 8192,
        "max_tokens": 8192,
        "mode": "embedding",
        "output_cost_per_token": 0.0,
        "output_vector_size": 1536
    },
    "amazon.titan-embed-text-v2:0": {
        "input_cost_per_token": 2e-07,
        "litellm_provider": "bedrock",
        "max_input_tokens": 8192,
        "max_tokens": 8192,
        "mode": "embedding",
        "output_cost_per_token": 0.0,
        "output_vector_size": 1024
    },
    "amazon.titan-image-generator-v1": {
        "input_cost_per_image": 0.0,
        "output_cost_per_image": 0.008,
        "output_cost_per_image_premium_image": 0.01,
        "output_cost_per_image_above_512_and_512_pixels": 0.01,
        "output_cost_per_image_above_512_and_512_pixels_and_premium_image": 0.012,
        "litellm_provider": "bedrock",
        "mode": "image_generation"
    },
    "amazon.titan-image-generator-v2": {
        "input_cost_per_image": 0.0,
        "output_cost_per_image": 0.008,
        "output_cost_per_image_premium_image": 0.01,
        "output_cost_per_image_above_1024_and_1024_pixels": 0.01,
        "output_cost_per_image_above_1024_and_1024_pixels_and_premium_image": 0.012,
        "litellm_provider": "bedrock",
        "mode": "image_generation"
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        "input_dbu_cost_per_token": 1.4286e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 200000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 5.00003e-06,
        "output_dbu_cost_per_token": 7.1429e-05,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_assistant_prefill": true,
        "supports_function_calling": true,
        "supports_reasoning": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-claude-opus-4": {
        "input_cost_per_token": 1.5000020000000002e-05,
        "input_dbu_cost_per_token": 0.000214286,
        "litellm_provider": "databricks",
        "max_input_tokens": 200000,
        "max_output_tokens": 32000,
        "max_tokens": 32000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 7.500003000000001e-05,
        "output_dbu_cost_per_token": 0.001071429,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_assistant_prefill": true,
        "supports_function_calling": true,
        "supports_reasoning": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-claude-opus-4-1": {
        "input_cost_per_token": 1.5000020000000002e-05,
        "input_dbu_cost_per_token": 0.000214286,
        "litellm_provider": "databricks",
        "max_input_tokens": 200000,
        "max_output_tokens": 32000,
        "max_tokens": 32000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 7.500003000000001e-05,
        "output_dbu_cost_per_token": 0.001071429,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_assistant_prefill": true,
        "supports_function_calling": true,
        "supports_reasoning": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-claude-opus-4-5": {
        "input_cost_per_token": 5.00003e-06,
        "input_dbu_cost_per_token": 7.1429e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 200000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 2.5000010000000002e-05,
        "output_dbu_cost_per_token": 0.000357143,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_assistant_prefill": true,
        "supports_function_calling": true,
        "supports_reasoning": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-claude-sonnet-4": {
        "input_cost_per_token": 2.9999900000000002e-06,
        "input_dbu_cost_per_token": 4.2857e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 200000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.5000020000000002e-05,
        "output_dbu_cost_per_token": 0.000214286,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_assistant_prefill": true,
        "supports_function_calling": true,
        "supports_reasoning": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-claude-sonnet-4-1": {
        "input_cost_per_token": 2.9999900000000002e-06,
        "input_dbu_cost_per_token": 4.2857e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 200000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.5000020000000002e-05,
        "output_dbu_cost_per_token": 0.000214286,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_assistant_prefill": true,
        "supports_function_calling": true,
        "supports_reasoning": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-claude-sonnet-4-5": {
        "input_cost_per_token": 2.9999900000000002e-06,
        "input_dbu_cost_per_token": 4.2857e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 200000,
        "max_output_tokens": 64000,
        "max_tokens": 64000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.5000020000000002e-05,
        "output_dbu_cost_per_token": 0.000214286,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_assistant_prefill": true,
        "supports_function_calling": true,
        "supports_reasoning": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-gemini-2-5-flash": {
        "input_cost_per_token": 3.0001999999999996e-07,
        "input_dbu_cost_per_token": 4.285999999999999e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 1048576,
        "max_output_tokens": 65535,
        "max_tokens": 65535,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 2.49998e-06,
        "output_dbu_cost_per_token": 3.5714e-05,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_function_calling": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-gemini-2-5-pro": {
        "input_cost_per_token": 1.24999e-06,
        "input_dbu_cost_per_token": 1.7857e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 1048576,
        "max_output_tokens": 65536,
        "max_tokens": 65536,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 9.999990000000002e-06,
        "output_dbu_cost_per_token": 0.000142857,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving",
        "supports_function_calling": true,
        "supports_tool_choice": true
    },
    "databricks/databricks-gemma-3-12b": {
        "input_cost_per_token": 1.5000999999999998e-07,
        "input_dbu_cost_per_token": 2.1429999999999996e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 128000,
        "max_output_tokens": 32000,
        "max_tokens": 32000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 5.0001e-07,
        "output_dbu_cost_per_token": 7.143e-06,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
    },
    "databricks/databricks-gpt-5": {
        "input_cost_per_token": 1.24999e-06,
        "input_dbu_cost_per_token": 1.7857e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 272000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 9.999990000000002e-06,
        "output_dbu_cost_per_token": 0.000142857,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving"
    },
    "databricks/databricks-gpt-5-1": {
        "input_cost_per_token": 1.24999e-06,
        "input_dbu_cost_per_token": 1.7857e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 272000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 9.999990000000002e-06,
        "output_dbu_cost_per_token": 0.000142857,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving"
    },
    "databricks/databricks-gpt-5-mini": {
        "input_cost_per_token": 2.4997000000000006e-07,
        "input_dbu_cost_per_token": 3.571e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 272000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.9999700000000004e-06,
        "output_dbu_cost_per_token": 2.8571e-05,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving"
    },
    "databricks/databricks-gpt-5-nano": {
        "input_cost_per_token": 4.998e-08,
        "input_dbu_cost_per_token": 7.14e-07,
        "litellm_provider": "databricks",
        "max_input_tokens": 272000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 3.9998000000000007e-07,
        "output_dbu_cost_per_token": 5.714000000000001e-06,
        "source": "https://www.databricks.com/product/pricing/proprietary-foundation-model-serving"
    },
    "databricks/databricks-gpt-oss-120b": {
        "input_cost_per_token": 1.5000999999999998e-07,
        "input_dbu_cost_per_token": 2.1429999999999996e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 131072,
        "max_output_tokens": 131072,
        "max_tokens": 131072,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 5.9997e-07,
        "output_dbu_cost_per_token": 8.571e-06,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
    },
    "databricks/databricks-gpt-oss-20b": {
        "input_cost_per_token": 7e-08,
        "input_dbu_cost_per_token": 1e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 131072,
        "max_output_tokens": 131072,
        "max_tokens": 131072,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 3.0001999999999996e-07,
        "output_dbu_cost_per_token": 4.285999999999999e-06,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
    },
    "databricks/databricks-gte-large-en": {
        "input_cost_per_token": 1.2999000000000001e-07,
        "input_dbu_cost_per_token": 1.857e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 8192,
        "max_tokens": 8192,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "embedding",
        "output_cost_per_token": 0.0,
        "output_dbu_cost_per_token": 0.0,
        "output_vector_size": 1024,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
    },
    "databricks/databricks-llama-2-70b-chat": {
        "input_cost_per_token": 5.0001e-07,
        "input_dbu_cost_per_token": 7.143e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 4096,
        "max_output_tokens": 4096,
        "max_tokens": 4096,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.5000300000000002e-06,
        "output_dbu_cost_per_token": 2.1429e-05,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
        "supports_tool_choice": true
    },
    "databricks/databricks-llama-4-maverick": {
        "input_cost_per_token": 5.0001e-07,
        "input_dbu_cost_per_token": 7.143e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 128000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Databricks documentation now provides both DBU costs (_dbu_cost_per_token) and dollar costs(_cost_per_token)."
        },
        "mode": "chat",
        "output_cost_per_token": 1.5000300000000002e-06,
        "output_dbu_cost_per_token": 2.1429e-05,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
        "supports_tool_choice": true
    },
    "databricks/databricks-meta-llama-3-1-405b-instruct": {
        "input_cost_per_token": 5.00003e-06,
        "input_dbu_cost_per_token": 7.1429e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 128000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.5000020000000002e-05,
        "output_dbu_cost_per_token": 0.000214286,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
        "supports_tool_choice": true
    },
    "databricks/databricks-meta-llama-3-1-8b-instruct": {
        "input_cost_per_token": 1.5000999999999998e-07,
        "input_dbu_cost_per_token": 2.1429999999999996e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 200000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 4.5003000000000007e-07,
        "output_dbu_cost_per_token": 6.429000000000001e-06,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving"
    },
    "databricks/databricks-meta-llama-3-3-70b-instruct": {
        "input_cost_per_token": 5.0001e-07,
        "input_dbu_cost_per_token": 7.143e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 128000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.5000300000000002e-06,
        "output_dbu_cost_per_token": 2.1429e-05,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
        "supports_tool_choice": true
    },
    "databricks/databricks-meta-llama-3-70b-instruct": {
        "input_cost_per_token": 1.00002e-06,
        "input_dbu_cost_per_token": 1.4286e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 128000,
        "max_output_tokens": 128000,
        "max_tokens": 128000,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 2.9999900000000002e-06,
        "output_dbu_cost_per_token": 4.2857e-05,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
        "supports_tool_choice": true
    },
    "databricks/databricks-mixtral-8x7b-instruct": {
        "input_cost_per_token": 5.0001e-07,
        "input_dbu_cost_per_token": 7.143e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 4096,
        "max_output_tokens": 4096,
        "max_tokens": 4096,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.00002e-06,
        "output_dbu_cost_per_token": 1.4286e-05,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
        "supports_tool_choice": true
    },
    "databricks/databricks-mpt-30b-instruct": {
        "input_cost_per_token": 1.00002e-06,
        "input_dbu_cost_per_token": 1.4286e-05,
        "litellm_provider": "databricks",
        "max_input_tokens": 8192,
        "max_output_tokens": 8192,
        "max_tokens": 8192,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 1.00002e-06,
        "output_dbu_cost_per_token": 1.4286e-05,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
        "supports_tool_choice": true
    },
    "databricks/databricks-mpt-7b-instruct": {
        "input_cost_per_token": 5.0001e-07,
        "input_dbu_cost_per_token": 7.143e-06,
        "litellm_provider": "databricks",
        "max_input_tokens": 8192,
        "max_output_tokens": 8192,
        "max_tokens": 8192,
        "metadata": {
            "notes": "Input/output cost per token is dbu cost * $0.070, based on databricks Llama 3.1 70B conversion. Number provided for reference, '*_dbu_cost_per_token' used in actual calculation."
        },
        "mode": "chat",
        "output_cost_per_token": 0.0,
        "output_dbu_cost_per_token": 0.0,
        "source": "https://www.databricks.com/product/pricing/foundation-model-serving",
        "supports_tool_choice": true
    },
    "dataforseo/search": {
        "input_cost_per_query": 0.003,
        "litellm_provider": "dataforseo",
        "mode": "search"
    },
    "davinci-002": {
        "input_cost_per_token": 2e-06,
        "litellm_provider": "text-completion-openai",
        "max_input_tokens": 16384,
        "max_output_tokens": 4096,
        "max_tokens": 4096,
        "mode": "completion",
        "output_cost_per_token": 2e-06
    },
    "deepgram/base": {
        "input_cost_per_second": 0.00020833,
        "litellm_provider": "deepgram",
        "metadata": {
            "calculation": "$0.0125/60 seconds = $0.00020833 per second",
            "original_pricing_per_minute": 0.0125
        },
        "mode": "audio_transcription",
        "output_cost_per_second": 0.0,
        "source": "https://deepgram.com/pricing",
        "supported_endpoints": [
            "/v1/audio/transcriptions"
        ]
    },
    "deepgram/base-conversationalai": {
        "input_cost_per_second": 0.00020833,
        "litellm_provider": "deepgram",
        "metadata": {
            "calculation": "$0.0125/60 seconds = $0.00020833 per second",
            "original_pricing_per_minute": 0.0125
        },
        "mode": "audio_transcription",
        "output_cost_per_second": 0.0,
        "source": "https://deepgram.com/pricing",
        "supported_endpoints": [
            "/v1/audio/transcriptions"
        ]
    },
    "deepgram/base-finance": {
        "input_cost_per_second": 0.00020833,
        "litellm_provider": "deepgram",
        "metadata": {
            "calculation": "$0.0125/60 seconds = $0.00020833 per second",
            "original_pricing_per_minute": 0.0125
        },
        "mode": "audio_transcription",
        "output_cost_per_second": 0.0,
        "source": "https://deepgram.com/pricing",
        "supported_endpoints": [
            "/v1/audio/transcriptions"
        ]
    },
    "deepgram/base-general": {
        "input_cost_per_second": 0.00020833,
        "litellm_provider": "deepgram",
        "metadata": {
            "calculation": "$0.0125/60 seconds = $0.00020833 per second",
            "original_pricing_per_minute": 0.0125
        },
        "mode": "audio_transcription",
        "output_cost_per_second": 0.0,
        "source": "https://deepgram.com/pricing",
        "supported_endpoints": [
            "/v1/audio/transcriptions"
        ]
    },
    "deepgram/base-meeting": {
        "input_cost_per_second": 0.00020833,
        "litellm_provider": "deepgram",
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        "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_tool_choice": true
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        "input_cost_per_image": 0.0025,
        "input_cost_per_token": 5e-07,
        "input_cost_per_video_per_second": 0.002,
        "litellm_provider": "vertex_ai-language-models",
        "max_input_tokens": 8192,
        "max_output_tokens": 2048,
        "max_tokens": 2048,
        "mode": "chat",
        "output_cost_per_character": 3.75e-07,
        "output_cost_per_token": 1.5e-06,
        "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_tool_choice": true
    },
    "gemini-1.5-flash": {
        "deprecation_date": "2025-09-29",
        "input_cost_per_audio_per_second": 2e-06,
        "input_cost_per_audio_per_second_above_128k_tokens": 4e-06,
        "input_cost_per_character": 1.875e-08,
        "input_cost_per_character_above_128k_tokens": 2.5e-07,
        "input_cost_per_image": 2e-05,
        "input_cost_per_image_above_128k_tokens": 4e-05,
        "input_cost_per_token": 7.5e-08,
        "input_cost_per_token_above_128k_tokens": 1e-06,
        "input_cost_per_video_per_second": 2e-05,
        "input_cost_per_video_per_second_above_128k_tokens": 4e-05,
        "litellm_provider": "vertex_ai-language-models",
        "max_audio_length_hours": 8.4,
        "max_audio_per_prompt": 1,
        "max_images_per_prompt": 3000,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_pdf_size_mb": 30,
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        "max_videos_per_prompt": 10,
        "mode": "chat",
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        "output_cost_per_character_above_128k_tokens": 1.5e-07,
        "output_cost_per_token": 3e-07,
        "output_cost_per_token_above_128k_tokens": 6e-07,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_response_schema": true,
        "supports_system_messages": true,
        "supports_tool_choice": true,
        "supports_vision": true
    },
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        "input_cost_per_video_per_second": 2e-05,
        "input_cost_per_video_per_second_above_128k_tokens": 4e-05,
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        "max_audio_per_prompt": 1,
        "max_images_per_prompt": 3000,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_pdf_size_mb": 30,
        "max_tokens": 8192,
        "max_video_length": 1,
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        "mode": "chat",
        "output_cost_per_character": 7.5e-08,
        "output_cost_per_character_above_128k_tokens": 1.5e-07,
        "output_cost_per_token": 3e-07,
        "output_cost_per_token_above_128k_tokens": 6e-07,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_response_schema": true,
        "supports_system_messages": true,
        "supports_tool_choice": true,
        "supports_vision": true
    },
    "gemini-1.5-flash-002": {
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        "input_cost_per_audio_per_second": 2e-06,
        "input_cost_per_audio_per_second_above_128k_tokens": 4e-06,
        "input_cost_per_character": 1.875e-08,
        "input_cost_per_character_above_128k_tokens": 2.5e-07,
        "input_cost_per_image": 2e-05,
        "input_cost_per_image_above_128k_tokens": 4e-05,
        "input_cost_per_token": 7.5e-08,
        "input_cost_per_token_above_128k_tokens": 1e-06,
        "input_cost_per_video_per_second": 2e-05,
        "input_cost_per_video_per_second_above_128k_tokens": 4e-05,
        "litellm_provider": "vertex_ai-language-models",
        "max_audio_length_hours": 8.4,
        "max_audio_per_prompt": 1,
        "max_images_per_prompt": 3000,
        "max_input_tokens": 1048576,
        "max_output_tokens": 8192,
        "max_pdf_size_mb": 30,
        "max_tokens": 8192,
        "max_video_length": 1,
        "max_videos_per_prompt": 10,
        "mode": "chat",
        "output_cost_per_character": 7.5e-08,
        "output_cost_per_character_above_128k_tokens": 1.5e-07,
        "output_cost_per_token": 3e-07,
        "output_cost_per_token_above_128k_tokens": 6e-07,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-1.5-flash",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_response_schema": true,
        "supports_system_messages": true,
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        "supports_vision": true
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    "gemini-1.5-flash-exp-0827": {
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        "input_cost_per_character": 1.875e-08,
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        "input_cost_per_token_above_128k_tokens": 1e-06,
        "input_cost_per_video_per_second": 2e-05,
        "input_cost_per_video_per_second_above_128k_tokens": 4e-05,
        "litellm_provider": "vertex_ai-language-models",
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        "max_audio_per_prompt": 1,
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        "max_input_tokens": 1000000,
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        "mode": "chat",
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        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_response_schema": true,
        "supports_system_messages": true,
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        "supports_vision": true
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        "input_cost_per_character": 1.875e-08,
        "input_cost_per_character_above_128k_tokens": 2.5e-07,
        "input_cost_per_image": 2e-05,
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        "input_cost_per_video_per_second": 2e-05,
        "input_cost_per_video_per_second_above_128k_tokens": 4e-05,
        "litellm_provider": "vertex_ai-language-models",
        "max_audio_length_hours": 8.4,
        "max_audio_per_prompt": 1,
        "max_images_per_prompt": 3000,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_pdf_size_mb": 30,
        "max_tokens": 8192,
        "max_video_length": 1,
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        "mode": "chat",
        "output_cost_per_character": 1.875e-08,
        "output_cost_per_character_above_128k_tokens": 3.75e-08,
        "output_cost_per_token": 4.6875e-09,
        "output_cost_per_token_above_128k_tokens": 9.375e-09,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
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        "supports_parallel_function_calling": true,
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        "input_cost_per_token_above_128k_tokens": 2.5e-06,
        "input_cost_per_video_per_second": 0.00032875,
        "input_cost_per_video_per_second_above_128k_tokens": 0.0006575,
        "litellm_provider": "vertex_ai-language-models",
        "max_input_tokens": 2097152,
        "max_output_tokens": 8192,
        "max_tokens": 8192,
        "mode": "chat",
        "output_cost_per_character": 1.25e-06,
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        "output_cost_per_token": 5e-06,
        "output_cost_per_token_above_128k_tokens": 1e-05,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_pdf_input": true,
        "supports_response_schema": true,
        "supports_system_messages": true,
        "supports_tool_choice": true,
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        "deprecation_date": "2025-05-24",
        "input_cost_per_audio_per_second": 3.125e-05,
        "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-05,
        "input_cost_per_character": 3.125e-07,
        "input_cost_per_character_above_128k_tokens": 6.25e-07,
        "input_cost_per_image": 0.00032875,
        "input_cost_per_image_above_128k_tokens": 0.0006575,
        "input_cost_per_token": 1.25e-06,
        "input_cost_per_token_above_128k_tokens": 2.5e-06,
        "input_cost_per_video_per_second": 0.00032875,
        "input_cost_per_video_per_second_above_128k_tokens": 0.0006575,
        "litellm_provider": "vertex_ai-language-models",
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_tokens": 8192,
        "mode": "chat",
        "output_cost_per_character": 1.25e-06,
        "output_cost_per_character_above_128k_tokens": 2.5e-06,
        "output_cost_per_token": 5e-06,
        "output_cost_per_token_above_128k_tokens": 1e-05,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_response_schema": true,
        "supports_system_messages": true,
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        "supports_vision": true
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    "gemini-1.5-pro-002": {
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        "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-05,
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        "input_cost_per_image": 0.00032875,
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        "input_cost_per_token": 1.25e-06,
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        "input_cost_per_video_per_second": 0.00032875,
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        "litellm_provider": "vertex_ai-language-models",
        "max_input_tokens": 2097152,
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        "max_tokens": 8192,
        "mode": "chat",
        "output_cost_per_character": 1.25e-06,
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        "output_cost_per_token_above_128k_tokens": 1e-05,
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        "mode": "chat",
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    "gemini-1.5-pro-preview-0409": {
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