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Merged
Sameerlite merged 1 commit into from
Mar 6, 2026
Merged

feat(openai): add gpt-5.4-pro to model map #22954

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78 changes: 78 additions & 0 deletions litellm/model_prices_and_context_window_backup.json
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Original file line number Diff line number Diff line change
Expand Up @@ -21040,6 +21040,84 @@
"supports_vision": true,
"supports_web_search": true
},
"gpt-5.4-pro": {
"cache_read_input_token_cost": 3e-06,
"cache_read_input_token_cost_priority": 6e-06,
"input_cost_per_token": 3e-05,
"input_cost_per_token_priority": 6e-05,
"litellm_provider": "openai",
"max_input_tokens": 1050000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "responses",
"output_cost_per_token": 1.8e-04,
"output_cost_per_token_priority": 2.7e-04,
"supported_endpoints": [
"/v1/chat/completions",
"/v1/batch",
"/v1/responses"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_native_streaming": true,
"supports_parallel_function_calling": true,
"supports_pdf_input": true,
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": false,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_service_tier": true,
"supports_vision": true,
"supports_web_search": true,
"supports_none_reasoning_effort": false,
"supports_xhigh_reasoning_effort": true
},
"gpt-5.4-pro-2026-03-05": {
"cache_read_input_token_cost": 3e-06,
"cache_read_input_token_cost_priority": 6e-06,
"input_cost_per_token": 3e-05,
"input_cost_per_token_priority": 6e-05,
"litellm_provider": "openai",
"max_input_tokens": 1050000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "responses",
"output_cost_per_token": 1.8e-04,
"output_cost_per_token_priority": 2.7e-04,
"supported_endpoints": [
"/v1/chat/completions",
"/v1/batch",
"/v1/responses"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_native_streaming": true,
"supports_parallel_function_calling": true,
"supports_pdf_input": true,
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": false,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_service_tier": true,
"supports_vision": true,
"supports_web_search": true,
"supports_none_reasoning_effort": false,
"supports_xhigh_reasoning_effort": true
},
"gpt-5-pro": {
"input_cost_per_token": 1.5e-05,
"input_cost_per_token_batches": 7.5e-06,
Expand Down
78 changes: 78 additions & 0 deletions model_prices_and_context_window.json
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -21040,6 +21040,84 @@
"supports_vision": true,
"supports_web_search": true
},
"gpt-5.4-pro": {
"cache_read_input_token_cost": 3e-06,
"cache_read_input_token_cost_priority": 6e-06,
"input_cost_per_token": 3e-05,
"input_cost_per_token_priority": 6e-05,
"litellm_provider": "openai",
"max_input_tokens": 1050000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "responses",
"output_cost_per_token": 1.8e-04,
"output_cost_per_token_priority": 2.7e-04,
"supported_endpoints": [
"/v1/chat/completions",
"/v1/batch",
"/v1/responses"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_native_streaming": true,
"supports_parallel_function_calling": true,
"supports_pdf_input": true,
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": false,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_service_tier": true,
"supports_vision": true,
"supports_web_search": true,
"supports_none_reasoning_effort": false,
"supports_xhigh_reasoning_effort": true
},
Comment on lines +21043 to +21081
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@greptile-apps greptile-apps bot Mar 6, 2026

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Missing batch pricing fields

The model lists /v1/batch in supported_endpoints but omits input_cost_per_token_batches and output_cost_per_token_batches. All other models in this file that expose the batch endpoint include these fields — for example, gpt-5-pro at line 21123–21130 has input_cost_per_token_batches: 7.5e-06 and output_cost_per_token_batches: 6e-05, and azure/o3-pro (lines 4759–4766) has both batch cost fields alongside mode: "responses" and /v1/batch support.

Without these fields, LiteLLM cannot accurately track or report costs for batch requests submitted to this model. Based on OpenAI's typical 50% batch discount, the missing values would be:

  • input_cost_per_token_batches: 1.5e-05 (i.e. $15/1M)
  • output_cost_per_token_batches: 9e-05 (i.e. $90/1M)

The same omission applies to the gpt-5.4-pro-2026-03-05 snapshot entry at line 21082.

"gpt-5.4-pro-2026-03-05": {
"cache_read_input_token_cost": 3e-06,
"cache_read_input_token_cost_priority": 6e-06,
"input_cost_per_token": 3e-05,
"input_cost_per_token_priority": 6e-05,
"litellm_provider": "openai",
"max_input_tokens": 1050000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "responses",
"output_cost_per_token": 1.8e-04,
"output_cost_per_token_priority": 2.7e-04,
"supported_endpoints": [
"/v1/chat/completions",
"/v1/batch",
"/v1/responses"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_native_streaming": true,
"supports_parallel_function_calling": true,
"supports_pdf_input": true,
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": false,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_service_tier": true,
"supports_vision": true,
"supports_web_search": true,
"supports_none_reasoning_effort": false,
"supports_xhigh_reasoning_effort": true
},
"gpt-5-pro": {
"input_cost_per_token": 1.5e-05,
"input_cost_per_token_batches": 7.5e-06,
Expand Down
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