{
"sample_spec": {
"max_tokens": "LEGACY parameter. set to max_output_tokens if provider specifies it. IF not set to max_input_tokens, if provider specifies it.",
"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, image_generation, moderation, rerank",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_vision": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_prompt_caching": true,
"supports_response_schema": true,
"supports_system_messages": true,
"deprecation_date": "date when the model becomes deprecated in the format YYYY-MM-DD"
},
"omni-moderation-latest": {
"max_tokens": 32768,
"max_input_tokens": 32768,
"max_output_tokens": 0,
"input_cost_per_token": 0.0,
"output_cost_per_token": 0.0,
"litellm_provider": "openai",
"mode": "moderation"
},
"omni-moderation-latest-intents": {
"max_tokens": 32768,
"max_input_tokens": 32768,
"max_output_tokens": 0,
"input_cost_per_token": 0.0,
"output_cost_per_token": 0.0,
"litellm_provider": "openai",
"mode": "moderation"
},
"omni-moderation-2024-09-26": {
"max_tokens": 32768,
"max_input_tokens": 32768,
"max_output_tokens": 0,
"input_cost_per_token": 0.0,
"output_cost_per_token": 0.0,
"litellm_provider": "openai",
"mode": "moderation"
},
"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,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o": {
"max_tokens": 16384,
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"input_cost_per_token": 0.0000025,
"output_cost_per_token": 0.000010,
"input_cost_per_token_batches": 0.00000125,
"output_cost_per_token_batches": 0.00000500,
"cache_read_input_token_cost": 0.00000125,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_response_schema": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4.5-preview": {
"max_tokens": 16384,
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"input_cost_per_token": 0.000075,
"output_cost_per_token": 0.00015,
"input_cost_per_token_batches": 0.0000375,
"output_cost_per_token_batches": 0.000075,
"cache_read_input_token_cost": 0.0000375,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_response_schema": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4.5-preview-2025-02-27": {
"max_tokens": 16384,
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"input_cost_per_token": 0.000075,
"output_cost_per_token": 0.00015,
"input_cost_per_token_batches": 0.0000375,
"output_cost_per_token_batches": 0.000075,
"cache_read_input_token_cost": 0.0000375,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_response_schema": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-audio-preview": {
"max_tokens": 16384,
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"input_cost_per_token": 0.0000025,
"input_cost_per_audio_token": 0.0001,
"output_cost_per_token": 0.000010,
"output_cost_per_audio_token": 0.0002,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-audio-preview-2024-12-17": {
"max_tokens": 16384,
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"input_cost_per_token": 0.0000025,
"input_cost_per_audio_token": 0.00004,
"output_cost_per_token": 0.000010,
"output_cost_per_audio_token": 0.00008,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-audio-preview-2024-10-01": {
"max_tokens": 16384,
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"input_cost_per_token": 0.0000025,
"input_cost_per_audio_token": 0.0001,
"output_cost_per_token": 0.000010,
"output_cost_per_audio_token": 0.0002,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-mini-audio-preview-2024-12-17": {
"max_tokens": 16384,
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"input_cost_per_token": 0.00000015,
"input_cost_per_audio_token": 0.00001,
"output_cost_per_token": 0.0000006,
"output_cost_per_audio_token": 0.00002,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_system_messages": true,
"supports_tool_choice": 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,
"input_cost_per_token_batches": 0.000000075,
"output_cost_per_token_batches": 0.00000030,
"cache_read_input_token_cost": 0.000000075,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_response_schema": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": 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,
"input_cost_per_token_batches": 0.000000075,
"output_cost_per_token_batches": 0.00000030,
"cache_read_input_token_cost": 0.000000075,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_response_schema": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"o1-pro": {
"max_tokens": 100000,
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"input_cost_per_token": 0.00015,
"output_cost_per_token": 0.0006,
"input_cost_per_token_batches": 0.000075,
"output_cost_per_token_batches": 0.0003,
"litellm_provider": "openai",
"mode": "responses",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_response_schema": true,
"supports_tool_choice": true,
"supports_native_streaming": false,
"supported_modalities": ["text", "image"],
"supported_endpoints": ["/v1/responses", "/v1/batch"]
},
"o1-pro-2025-03-19": {
"max_tokens": 100000,
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"input_cost_per_token": 0.00015,
"output_cost_per_token": 0.0006,
"input_cost_per_token_batches": 0.000075,
"output_cost_per_token_batches": 0.0003,
"litellm_provider": "openai",
"mode": "responses",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_response_schema": true,
"supports_tool_choice": true,
"supports_native_streaming": false,
"supported_modalities": ["text", "image"],
"supported_endpoints": ["/v1/responses", "/v1/batch"]
},
"o1": {
"max_tokens": 100000,
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"input_cost_per_token": 0.000015,
"output_cost_per_token": 0.00006,
"cache_read_input_token_cost": 0.0000075,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_response_schema": true,
"supports_tool_choice": true
},
"o1-mini": {
"max_tokens": 65536,
"max_input_tokens": 128000,
"max_output_tokens": 65536,
"input_cost_per_token": 0.0000011,
"output_cost_per_token": 0.0000044,
"cache_read_input_token_cost": 0.00000055,
"litellm_provider": "openai",
"mode": "chat",
"supports_vision": true,
"supports_prompt_caching": true
},
"o3-mini": {
"max_tokens": 100000,
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"input_cost_per_token": 0.0000011,
"output_cost_per_token": 0.0000044,
"cache_read_input_token_cost": 0.00000055,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": false,
"supports_vision": false,
"supports_prompt_caching": true,
"supports_response_schema": true,
"supports_tool_choice": true
},
"o3-mini-2025-01-31": {
"max_tokens": 100000,
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"input_cost_per_token": 0.0000011,
"output_cost_per_token": 0.0000044,
"cache_read_input_token_cost": 0.00000055,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": false,
"supports_vision": false,
"supports_prompt_caching": true,
"supports_response_schema": true,
"supports_tool_choice": 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,
"cache_read_input_token_cost": 0.0000015,
"litellm_provider": "openai",
"mode": "chat",
"supports_vision": true,
"supports_prompt_caching": 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,
"cache_read_input_token_cost": 0.0000075,
"litellm_provider": "openai",
"mode": "chat",
"supports_vision": true,
"supports_prompt_caching": 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,
"cache_read_input_token_cost": 0.0000075,
"litellm_provider": "openai",
"mode": "chat",
"supports_vision": true,
"supports_prompt_caching": true
},
"o1-2024-12-17": {
"max_tokens": 100000,
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"input_cost_per_token": 0.000015,
"output_cost_per_token": 0.000060,
"cache_read_input_token_cost": 0.0000075,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_response_schema": true,
"supports_tool_choice": 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",
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"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": 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,
"input_cost_per_token_batches": 0.0000025,
"output_cost_per_token_batches": 0.0000075,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": 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,
"input_cost_per_token_batches": 0.00000125,
"output_cost_per_token_batches": 0.0000050,
"cache_read_input_token_cost": 0.00000125,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_response_schema": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-2024-11-20": {
"max_tokens": 16384,
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"input_cost_per_token": 0.0000025,
"output_cost_per_token": 0.000010,
"input_cost_per_token_batches": 0.00000125,
"output_cost_per_token_batches": 0.0000050,
"cache_read_input_token_cost": 0.00000125,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_response_schema": true,
"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-realtime-preview-2024-10-01": {
"max_tokens": 4096,
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"input_cost_per_token": 0.000005,
"input_cost_per_audio_token": 0.0001,
"cache_read_input_token_cost": 0.0000025,
"cache_creation_input_audio_token_cost": 0.00002,
"output_cost_per_token": 0.00002,
"output_cost_per_audio_token": 0.0002,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-realtime-preview": {
"max_tokens": 4096,
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"input_cost_per_token": 0.000005,
"input_cost_per_audio_token": 0.00004,
"cache_read_input_token_cost": 0.0000025,
"output_cost_per_token": 0.00002,
"output_cost_per_audio_token": 0.00008,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-realtime-preview-2024-12-17": {
"max_tokens": 4096,
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"input_cost_per_token": 0.000005,
"input_cost_per_audio_token": 0.00004,
"cache_read_input_token_cost": 0.0000025,
"output_cost_per_token": 0.00002,
"output_cost_per_audio_token": 0.00008,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-mini-realtime-preview": {
"max_tokens": 4096,
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"input_cost_per_token": 0.0000006,
"input_cost_per_audio_token": 0.00001,
"cache_read_input_token_cost": 0.0000003,
"cache_creation_input_audio_token_cost": 0.0000003,
"output_cost_per_token": 0.0000024,
"output_cost_per_audio_token": 0.00002,
"litellm_provider": "openai",
"mode": "chat",
"supports_function_calling": true,
"supports_parallel_function_calling": true,
"supports_audio_input": true,
"supports_audio_output": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"gpt-4o-mini-realtime-preview-2024-12-17": {
"max_tokens": 4096,
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"input_cost_per_token": 0.0000006,
"input_cost_per_audio_token": 0.00001,
"cache_read_input_token_cost": 0.0000003,
"cache_creation_input_audio_token_cost": 0.0000003,
"output_cost_per_token": 0.0000024,
"output_cost_per_audio_token": 0.00002,
"litellm_provider": "openai",
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"supports_function_calling": true,
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"supports_audio_input": true,
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"supports_system_messages": true,
"supports_tool_choice": 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",
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"supports_function_calling": true,
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"supports_system_messages": true,
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},
"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",
"supports_prompt_caching": true,
"supports_system_messages": true,
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},
"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,
"supports_prompt_caching": true,
"supports_system_messages": true,
"deprecation_date": "2025-06-06",
"supports_tool_choice": 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",
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"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",
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"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",
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": true
},
"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,
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"supports_vision": true,
"supports_prompt_caching": true,
"supports_system_messages": true,
"supports_tool_choice": 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,
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},
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},
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},
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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",
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}
