model_prices_and_context_window.json

{
    "sample_spec": {
        "max_tokens": "set to max_output_tokens if provider specifies it. IF not set to max_tokens provider specifies", 
        "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", 
        "input_cost_per_token": 0.0000,
        "output_cost_per_token": 0.000,
        "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
        "mode": "one of chat, embedding, completion, image_generation, audio_transcription, audio_speech",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "gpt-4": {
        "max_tokens": 4096, 
        "max_input_tokens": 8192,
        "max_output_tokens": 4096, 
        "input_cost_per_token": 0.00003,
        "output_cost_per_token": 0.00006,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true
    },
    "gpt-4o": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000005,
        "output_cost_per_token": 0.000015,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "gpt-4o-mini": {
        "max_tokens": 16384,
        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.00000015,
        "output_cost_per_token": 0.00000060,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "gpt-4o-mini-2024-07-18": {
        "max_tokens": 16384,
        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.00000015,
        "output_cost_per_token": 0.00000060,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "o1-mini": {
        "max_tokens": 65536,
        "max_input_tokens": 128000,
        "max_output_tokens": 65536,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000012,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "o1-mini-2024-09-12": {
        "max_tokens": 65536,
        "max_input_tokens": 128000,
        "max_output_tokens": 65536,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000012,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "o1-preview": {
        "max_tokens": 32768,
        "max_input_tokens": 128000,
        "max_output_tokens": 32768,
        "input_cost_per_token": 0.000015,
        "output_cost_per_token": 0.000060,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "o1-preview-2024-09-12": {
        "max_tokens": 32768,
        "max_input_tokens": 128000,
        "max_output_tokens": 32768,
        "input_cost_per_token": 0.000015,
        "output_cost_per_token": 0.000060,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "chatgpt-4o-latest": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000005,
        "output_cost_per_token": 0.000015,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "gpt-4o-2024-05-13": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000005,
        "output_cost_per_token": 0.000015,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "gpt-4o-2024-08-06": {
        "max_tokens": 16384,
        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.0000025,
        "output_cost_per_token": 0.000010,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "gpt-4-turbo-preview": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00001,
        "output_cost_per_token": 0.00003,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true
    },
    "gpt-4-0314": {
        "max_tokens": 4096,
        "max_input_tokens": 8192,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00003,
        "output_cost_per_token": 0.00006,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "gpt-4-0613": {
        "max_tokens": 4096,
        "max_input_tokens": 8192,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00003,
        "output_cost_per_token": 0.00006,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true
    },
    "gpt-4-32k": {
        "max_tokens": 4096,
        "max_input_tokens": 32768,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00006,
        "output_cost_per_token": 0.00012,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "gpt-4-32k-0314": {
        "max_tokens": 4096,
        "max_input_tokens": 32768,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00006,
        "output_cost_per_token": 0.00012,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "gpt-4-32k-0613": {
        "max_tokens": 4096,
        "max_input_tokens": 32768,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00006,
        "output_cost_per_token": 0.00012,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "gpt-4-turbo": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00001,
        "output_cost_per_token": 0.00003,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "gpt-4-turbo-2024-04-09": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00001,
        "output_cost_per_token": 0.00003,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "gpt-4-1106-preview": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00001,
        "output_cost_per_token": 0.00003,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true
    },
    "gpt-4-0125-preview": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00001,
        "output_cost_per_token": 0.00003,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true
    },
    "gpt-4-vision-preview": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00001,
        "output_cost_per_token": 0.00003,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_vision": true
    },
    "gpt-4-1106-vision-preview": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00001,
        "output_cost_per_token": 0.00003,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_vision": true
    },
    "gpt-3.5-turbo": {
        "max_tokens": 4097,
        "max_input_tokens": 16385,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.0000015,
        "output_cost_per_token": 0.000002,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true
    },
    "gpt-3.5-turbo-0301": {
        "max_tokens": 4097,
        "max_input_tokens": 4097,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.0000015,
        "output_cost_per_token": 0.000002,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "gpt-3.5-turbo-0613": {
        "max_tokens": 4097,
        "max_input_tokens": 4097,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.0000015,
        "output_cost_per_token": 0.000002,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true
    },
    "gpt-3.5-turbo-1106": {
        "max_tokens": 16385,
        "max_input_tokens": 16385,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.0000010,
        "output_cost_per_token": 0.0000020,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true
    },
    "gpt-3.5-turbo-0125": {
        "max_tokens": 16385,
        "max_input_tokens": 16385,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.0000005,
        "output_cost_per_token": 0.0000015,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true
    },
    "gpt-3.5-turbo-16k": {
        "max_tokens": 16385,
        "max_input_tokens": 16385,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000004,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "gpt-3.5-turbo-16k-0613": {
        "max_tokens": 16385,
        "max_input_tokens": 16385,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000004,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "ft:gpt-3.5-turbo": {
        "max_tokens": 4096,
        "max_input_tokens": 16385,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000006,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "ft:gpt-3.5-turbo-0125": {
        "max_tokens": 4096,
        "max_input_tokens": 16385,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000006,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "ft:gpt-3.5-turbo-1106": {
        "max_tokens": 4096,
        "max_input_tokens": 16385,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000006,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "ft:gpt-3.5-turbo-0613": {
        "max_tokens": 4096,
        "max_input_tokens": 4096,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000006,
        "litellm_provider": "openai",
        "mode": "chat"
    },
    "ft:gpt-4-0613": {
        "max_tokens": 4096,
        "max_input_tokens": 8192,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00003,
        "output_cost_per_token": 0.00006,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "OpenAI needs to add pricing for this ft model, will be updated when added by OpenAI. Defaulting to base model pricing"
    },
    "ft:gpt-4o-2024-08-06": {
        "max_tokens": 16384,
        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.00000375,
        "output_cost_per_token": 0.000015,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "ft:gpt-4o-mini-2024-07-18": {
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        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.0000003,
        "output_cost_per_token": 0.0000012,
        "litellm_provider": "openai",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "ft:davinci-002": {
        "max_tokens": 16384,
        "max_input_tokens": 16384,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000002,
        "output_cost_per_token": 0.000002,
        "litellm_provider": "text-completion-openai",
        "mode": "completion"
    },
    "ft:babbage-002": {
        "max_tokens": 16384,
        "max_input_tokens": 16384,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.0000004,
        "output_cost_per_token": 0.0000004,
        "litellm_provider": "text-completion-openai",
        "mode": "completion"
    },
    "text-embedding-3-large": {
        "max_tokens": 8191,
        "max_input_tokens": 8191,
        "output_vector_size": 3072,
        "input_cost_per_token": 0.00000013,
        "output_cost_per_token": 0.000000,
        "litellm_provider": "openai",
        "mode": "embedding"
    },
    "text-embedding-3-small": {
        "max_tokens": 8191,
        "max_input_tokens": 8191,
        "output_vector_size": 1536, 
        "input_cost_per_token": 0.00000002,
        "output_cost_per_token": 0.000000,
        "litellm_provider": "openai",
        "mode": "embedding"
    },
    "text-embedding-ada-002": {
        "max_tokens": 8191,
        "max_input_tokens": 8191,
        "output_vector_size": 1536, 
        "input_cost_per_token": 0.0000001,
        "output_cost_per_token": 0.000000,
        "litellm_provider": "openai",
        "mode": "embedding"
    },
    "text-embedding-ada-002-v2": {
        "max_tokens": 8191,
        "max_input_tokens": 8191,
        "input_cost_per_token": 0.0000001,
        "output_cost_per_token": 0.000000,
        "litellm_provider": "openai",
        "mode": "embedding"
    },
    "text-moderation-stable": {
        "max_tokens": 32768,
        "max_input_tokens": 32768,
        "max_output_tokens": 0,
        "input_cost_per_token": 0.000000,
        "output_cost_per_token": 0.000000,
        "litellm_provider": "openai",
        "mode": "moderations"
    },
    "text-moderation-007": {
        "max_tokens": 32768,
        "max_input_tokens": 32768,
        "max_output_tokens": 0,
        "input_cost_per_token": 0.000000,
        "output_cost_per_token": 0.000000,
        "litellm_provider": "openai",
        "mode": "moderations"
    },
    "text-moderation-latest": {
        "max_tokens": 32768,
        "max_input_tokens": 32768,
        "max_output_tokens": 0,
        "input_cost_per_token": 0.000000,
        "output_cost_per_token": 0.000000,
        "litellm_provider": "openai",
        "mode": "moderations"
    },
    "256-x-256/dall-e-2": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.00000024414,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "512-x-512/dall-e-2": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.0000000686,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "1024-x-1024/dall-e-2": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.000000019,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "hd/1024-x-1792/dall-e-3": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.00000006539,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "hd/1792-x-1024/dall-e-3": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.00000006539,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "hd/1024-x-1024/dall-e-3": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.00000007629,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "standard/1024-x-1792/dall-e-3": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.00000004359,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "standard/1792-x-1024/dall-e-3": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.00000004359,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "standard/1024-x-1024/dall-e-3": {
        "mode": "image_generation",
        "input_cost_per_pixel": 0.0000000381469,
        "output_cost_per_pixel": 0.0,
        "litellm_provider": "openai"
    },
    "whisper-1": {
        "mode": "audio_transcription",
        "input_cost_per_second": 0,
        "output_cost_per_second": 0.0001, 
        "litellm_provider": "openai"
    }, 
    "tts-1": {
        "mode": "audio_speech", 
        "input_cost_per_character": 0.000015,
        "litellm_provider": "openai"
    },
    "tts-1-hd": {
        "mode": "audio_speech", 
        "input_cost_per_character": 0.000030,
        "litellm_provider": "openai"
    },
    "azure/tts-1": {
        "mode": "audio_speech", 
        "input_cost_per_character": 0.000015,
        "litellm_provider": "azure"
    },
    "azure/tts-1-hd": {
        "mode": "audio_speech", 
        "input_cost_per_character": 0.000030,
        "litellm_provider": "azure"
    },
    "azure/whisper-1": {
        "mode": "audio_transcription",
        "input_cost_per_second": 0, 
        "output_cost_per_second": 0.0001, 
        "litellm_provider": "azure"
    },
    "azure/gpt-4o": {
        "max_tokens": 4096,
        "max_input_tokens": 128000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000005,
        "output_cost_per_token": 0.000015,
        "litellm_provider": "azure",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
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    "azure/gpt-4o-2024-08-06": {
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        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.00000275,
        "output_cost_per_token": 0.000011,
        "litellm_provider": "azure",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
    },
    "azure/global-standard/gpt-4o-2024-08-06": {
        "max_tokens": 16384,
        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.0000025,
        "output_cost_per_token": 0.000010,
        "litellm_provider": "azure",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
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    "azure/global-standard/gpt-4o-mini": {
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        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.00000015,
        "output_cost_per_token": 0.00000060,
        "litellm_provider": "azure",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
        "supports_vision": true
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    "azure/gpt-4o-mini": {
        "max_tokens": 16384,
        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
        "input_cost_per_token": 0.000000165,
        "output_cost_per_token": 0.00000066,
        "litellm_provider": "azure",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_parallel_function_calling": true,
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        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
    },
    "gemini-1.0-pro": { 
        "max_tokens": 8192,
        "max_input_tokens": 32760,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing#google_models"
    },
    "gemini-1.0-pro-001": { 
        "max_tokens": 8192,
        "max_input_tokens": 32760,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.0-ultra": {
        "max_tokens": 8192,
        "max_input_tokens": 8192,
        "max_output_tokens": 2048,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "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"
    },
    "gemini-1.0-ultra-001": {
        "max_tokens": 8192,
        "max_input_tokens": 8192,
        "max_output_tokens": 2048,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "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"
    },
    "gemini-1.0-pro-002": { 
        "max_tokens": 8192,
        "max_input_tokens": 32760,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-pro": { 
        "max_tokens": 8192,
        "max_input_tokens": 2097152,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_video_per_second": 0.001315,
        "input_cost_per_token": 0.000005, 
        "input_cost_per_character": 0.00000125, 
        "input_cost_per_token_above_128k_tokens": 0.00001, 
        "input_cost_per_character_above_128k_tokens": 0.0000025, 
        "output_cost_per_token": 0.000015,
        "output_cost_per_character": 0.00000375,
        "output_cost_per_token_above_128k_tokens": 0.00003,
        "output_cost_per_character_above_128k_tokens": 0.0000075,
        "output_cost_per_image": 0.00263,
        "output_cost_per_video_per_second": 0.00263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_tool_choice": true, 
        "supports_response_schema": true, 
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-pro-001": { 
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_video_per_second": 0.001315,
        "input_cost_per_token": 0.000005, 
        "input_cost_per_character": 0.00000125, 
        "input_cost_per_token_above_128k_tokens": 0.00001, 
        "input_cost_per_character_above_128k_tokens": 0.0000025, 
        "output_cost_per_token": 0.000015,
        "output_cost_per_character": 0.00000375,
        "output_cost_per_token_above_128k_tokens": 0.00003,
        "output_cost_per_character_above_128k_tokens": 0.0000075,
        "output_cost_per_image": 0.00263,
        "output_cost_per_video_per_second": 0.00263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_tool_choice": true, 
        "supports_response_schema": true, 
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-pro-preview-0514": { 
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_video_per_second": 0.001315,
        "input_cost_per_token": 0.000005, 
        "input_cost_per_character": 0.00000125, 
        "input_cost_per_token_above_128k_tokens": 0.00001, 
        "input_cost_per_character_above_128k_tokens": 0.0000025, 
        "output_cost_per_token": 0.000015,
        "output_cost_per_character": 0.00000375,
        "output_cost_per_token_above_128k_tokens": 0.00003,
        "output_cost_per_character_above_128k_tokens": 0.0000075,
        "output_cost_per_image": 0.00263,
        "output_cost_per_video_per_second": 0.00263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_tool_choice": true, 
        "supports_response_schema": true, 
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-pro-preview-0215": { 
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_video_per_second": 0.001315,
        "input_cost_per_token": 0.000005, 
        "input_cost_per_character": 0.00000125, 
        "input_cost_per_token_above_128k_tokens": 0.00001, 
        "input_cost_per_character_above_128k_tokens": 0.0000025, 
        "output_cost_per_token": 0.000015,
        "output_cost_per_character": 0.00000375,
        "output_cost_per_token_above_128k_tokens": 0.00003,
        "output_cost_per_character_above_128k_tokens": 0.0000075,
        "output_cost_per_image": 0.00263,
        "output_cost_per_video_per_second": 0.00263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_tool_choice": true, 
        "supports_response_schema": true, 
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-pro-preview-0409": {
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_video_per_second": 0.001315,
        "input_cost_per_token": 0.000005, 
        "input_cost_per_character": 0.00000125, 
        "input_cost_per_token_above_128k_tokens": 0.00001, 
        "input_cost_per_character_above_128k_tokens": 0.0000025, 
        "output_cost_per_token": 0.000015,
        "output_cost_per_character": 0.00000375,
        "output_cost_per_token_above_128k_tokens": 0.00003,
        "output_cost_per_character_above_128k_tokens": 0.0000075,
        "output_cost_per_image": 0.00263,
        "output_cost_per_video_per_second": 0.00263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_tool_choice": true,
        "supports_response_schema": true, 
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-flash": {
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_images_per_prompt": 3000,
        "max_videos_per_prompt": 10,
        "max_video_length": 1,
        "max_audio_length_hours": 8.4,
        "max_audio_per_prompt": 1,
        "max_pdf_size_mb": 30,
        "input_cost_per_image": 0.0001315,
        "input_cost_per_video_per_second": 0.0001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "input_cost_per_token_above_128k_tokens": 0.000001, 
        "input_cost_per_character_above_128k_tokens": 0.00000025, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "output_cost_per_token_above_128k_tokens": 0.000003,
        "output_cost_per_character_above_128k_tokens": 0.00000075,
        "output_cost_per_image": 0.000263,
        "output_cost_per_video_per_second": 0.000263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_vision": true,
        "supports_response_schema": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-flash-exp-0827": {
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_images_per_prompt": 3000,
        "max_videos_per_prompt": 10,
        "max_video_length": 1,
        "max_audio_length_hours": 8.4,
        "max_audio_per_prompt": 1,
        "max_pdf_size_mb": 30,
        "input_cost_per_image": 0.0001315,
        "input_cost_per_video_per_second": 0.0001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "input_cost_per_token_above_128k_tokens": 0.000001, 
        "input_cost_per_character_above_128k_tokens": 0.00000025, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "output_cost_per_token_above_128k_tokens": 0.000003,
        "output_cost_per_character_above_128k_tokens": 0.00000075,
        "output_cost_per_image": 0.000263,
        "output_cost_per_video_per_second": 0.000263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_vision": true,
        "supports_response_schema": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-flash-001": {
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_images_per_prompt": 3000,
        "max_videos_per_prompt": 10,
        "max_video_length": 1,
        "max_audio_length_hours": 8.4,
        "max_audio_per_prompt": 1,
        "max_pdf_size_mb": 30,
        "input_cost_per_image": 0.0001315,
        "input_cost_per_video_per_second": 0.0001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "input_cost_per_token_above_128k_tokens": 0.000001, 
        "input_cost_per_character_above_128k_tokens": 0.00000025, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "output_cost_per_token_above_128k_tokens": 0.000003,
        "output_cost_per_character_above_128k_tokens": 0.00000075,
        "output_cost_per_image": 0.000263,
        "output_cost_per_video_per_second": 0.000263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_vision": true,
        "supports_response_schema": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-flash-preview-0514": {
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "max_images_per_prompt": 3000,
        "max_videos_per_prompt": 10,
        "max_video_length": 1,
        "max_audio_length_hours": 8.4,
        "max_audio_per_prompt": 1,
        "max_pdf_size_mb": 30,
        "input_cost_per_image": 0.0001315,
        "input_cost_per_video_per_second": 0.0001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "input_cost_per_token_above_128k_tokens": 0.000001, 
        "input_cost_per_character_above_128k_tokens": 0.00000025, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "output_cost_per_token_above_128k_tokens": 0.000003,
        "output_cost_per_character_above_128k_tokens": 0.00000075,
        "output_cost_per_image": 0.000263,
        "output_cost_per_video_per_second": 0.000263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_vision": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-pro-experimental": {
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "input_cost_per_token": 0,
        "output_cost_per_token": 0,
        "input_cost_per_character": 0,
        "output_cost_per_character": 0,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": false,
        "supports_tool_choice": true, 
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/gemini-experimental"
    },
    "gemini-pro-flash": {
        "max_tokens": 8192,
        "max_input_tokens": 1000000,
        "max_output_tokens": 8192,
        "input_cost_per_token": 0,
        "output_cost_per_token": 0,
        "input_cost_per_character": 0,
        "output_cost_per_character": 0,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": false,
        "supports_tool_choice": true, 
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/gemini-experimental"
    },
    "gemini-pro-vision": {
        "max_tokens": 2048,
        "max_input_tokens": 16384,
        "max_output_tokens": 2048,
        "max_images_per_prompt": 16,
        "max_videos_per_prompt": 1,
        "max_video_length": 2,
        "input_cost_per_token": 0.00000025, 
        "output_cost_per_token": 0.0000005,
        "litellm_provider": "vertex_ai-vision-models",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_vision": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.0-pro-vision": {
        "max_tokens": 2048,
        "max_input_tokens": 16384,
        "max_output_tokens": 2048,
        "max_images_per_prompt": 16,
        "max_videos_per_prompt": 1,
        "max_video_length": 2,
        "input_cost_per_token": 0.00000025, 
        "output_cost_per_token": 0.0000005,
        "litellm_provider": "vertex_ai-vision-models",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_vision": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.0-pro-vision-001": {
        "max_tokens": 2048,
        "max_input_tokens": 16384,
        "max_output_tokens": 2048,
        "max_images_per_prompt": 16,
        "max_videos_per_prompt": 1,
        "max_video_length": 2,
        "input_cost_per_token": 0.00000025, 
        "output_cost_per_token": 0.0000005,
        "litellm_provider": "vertex_ai-vision-models",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_vision": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "medlm-medium": {
        "max_tokens": 8192,
        "max_input_tokens": 32768,
        "max_output_tokens": 8192,
        "input_cost_per_character": 0.0000005,
        "output_cost_per_character": 0.000001,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "medlm-large": {
        "max_tokens": 1024,
        "max_input_tokens": 8192,
        "max_output_tokens": 1024,
        "input_cost_per_character": 0.000005,
        "output_cost_per_character": 0.000015,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "vertex_ai/claude-3-sonnet@20240229": {
        "max_tokens": 4096,
        "max_input_tokens": 200000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000015,
        "litellm_provider": "vertex_ai-anthropic_models",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_vision": true,
        "supports_assistant_prefill": true
    },
    "vertex_ai/claude-3-5-sonnet@20240620": {
        "max_tokens": 8192,
        "max_input_tokens": 200000,
        "max_output_tokens": 8192,
        "input_cost_per_token": 0.000003,
        "output_cost_per_token": 0.000015,
        "litellm_provider": "vertex_ai-anthropic_models",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_vision": true,
        "supports_assistant_prefill": true
    },
    "vertex_ai/claude-3-haiku@20240307": {
        "max_tokens": 4096, 
        "max_input_tokens": 200000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00000025,
        "output_cost_per_token": 0.00000125,
        "litellm_provider": "vertex_ai-anthropic_models",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_vision": true,
        "supports_assistant_prefill": true
    },
    "vertex_ai/claude-3-opus@20240229": {
        "max_tokens": 4096,
        "max_input_tokens": 200000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.000015,
        "output_cost_per_token": 0.000075,
        "litellm_provider": "vertex_ai-anthropic_models",
        "mode": "chat",
        "supports_function_calling": true,
        "supports_vision": true,
        "supports_assistant_prefill": true
    },
    "vertex_ai/meta/llama3-405b-instruct-maas": {
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        "max_input_tokens": 32000,
        "max_output_tokens": 32000,
        "input_cost_per_token": 0.0,
        "output_cost_per_token": 0.0,
        "litellm_provider": "vertex_ai-llama_models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing#partner-models"
    },
    "vertex_ai/mistral-large@latest": {
        "max_tokens": 8191,
        "max_input_tokens": 128000,
        "max_output_tokens": 8191,
        "input_cost_per_token": 0.000003,
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        "litellm_provider": "vertex_ai-mistral_models",
        "mode": "chat",
        "supports_function_calling": true
    },
    "vertex_ai/mistral-large@2407": {
        "max_tokens": 8191,
        "max_input_tokens": 128000,
        "max_output_tokens": 8191,
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