Add support for OpenAI GPT-5.2 models (#17836)

References:
- https://openai.com/index/introducing-gpt-5-2/
- https://platform.openai.com/docs/models/gpt-5.2
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Peter Dave Hello 2025-12-12 04:49:30 +08:00 • committed by GitHub
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5 changed files with 400 additions and 5 deletions

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@ -188,6 +188,11 @@ os.environ["OPENAI_BASE_URL"] = "https://your_host/v1" # OPTIONAL
| gpt-5-mini-2025-08-07 | `response = completion(model="gpt-5-mini-2025-08-07", messages=messages)` |
| gpt-5-nano-2025-08-07 | `response = completion(model="gpt-5-nano-2025-08-07", messages=messages)` |
| gpt-5-pro | `response = completion(model="gpt-5-pro", messages=messages)` |
| gpt-5.2 | `response = completion(model="gpt-5.2", messages=messages)` |
| gpt-5.2-2025-12-11 | `response = completion(model="gpt-5.2-2025-12-11", messages=messages)` |
| gpt-5.2-chat-latest | `response = completion(model="gpt-5.2-chat-latest", messages=messages)` |
| gpt-5.2-pro | `response = completion(model="gpt-5.2-pro", messages=messages)` |
| gpt-5.2-pro-2025-12-11 | `response = completion(model="gpt-5.2-pro-2025-12-11", messages=messages)` |
| gpt-5.1 | `response = completion(model="gpt-5.1", messages=messages)` |
| gpt-5.1-codex | `response = completion(model="gpt-5.1-codex", messages=messages)` |
| gpt-5.1-codex-mini | `response = completion(model="gpt-5.1-codex-mini", messages=messages)` |

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@ -34,12 +34,22 @@ class OpenAIGPT5Config(OpenAIGPTConfig):
@classmethod
def is_model_gpt_5_1_model(cls, model: str) -> bool:
"""Check if the model is a gpt-5.1 variant.
"""Check if the model is a gpt-5.1 or gpt-5.2 chat variant.
gpt-5.1 supports temperature when reasoning_effort="none",
unlike gpt-5 which only supports temperature=1.
gpt-5.1/5.2 support temperature when reasoning_effort="none",
unlike base gpt-5 which only supports temperature=1. Excludes
pro variants which keep stricter knobs.
"""
return "gpt-5.1" in model
model_name = model.split("/")[-1]
is_gpt_5_1 = model_name.startswith("gpt-5.1")
is_gpt_5_2 = model_name.startswith("gpt-5.2") and "pro" not in model_name
return is_gpt_5_1 or is_gpt_5_2
@classmethod
def is_model_gpt_5_2_pro_model(cls, model: str) -> bool:
"""Check if the model is the gpt-5.2-pro snapshot/alias."""
model_name = model.split("/")[-1]
return model_name.startswith("gpt-5.2-pro")
def get_supported_openai_params(self, model: str) -> list:
from litellm.utils import supports_tool_choice
@ -77,7 +87,10 @@ class OpenAIGPT5Config(OpenAIGPTConfig):
or optional_params.get("reasoning_effort")
)
if reasoning_effort is not None and reasoning_effort == "xhigh":
if not self.is_model_gpt_5_1_codex_max_model(model):
if not (
self.is_model_gpt_5_1_codex_max_model(model)
or self.is_model_gpt_5_2_pro_model(model)
):
if litellm.drop_params or drop_params:
non_default_params.pop("reasoning_effort", None)
else:

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@ -16300,6 +16300,176 @@
"supports_tool_choice": false,
"supports_vision": true
},
"gpt-5.2": {
"cache_read_input_token_cost": 1.75e-07,
"cache_read_input_token_cost_priority": 3.5e-07,
"input_cost_per_token": 1.75e-06,
"input_cost_per_token_priority": 3.5e-06,
"litellm_provider": "openai",
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "chat",
"output_cost_per_token": 1.4e-05,
"output_cost_per_token_priority": 2.8e-05,
"supported_endpoints": [
"/v1/chat/completions",
"/v1/batch",
"/v1/responses"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text",
"image"
],
"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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_service_tier": true,
"supports_vision": true
},
"gpt-5.2-2025-12-11": {
"cache_read_input_token_cost": 1.75e-07,
"cache_read_input_token_cost_priority": 3.5e-07,
"input_cost_per_token": 1.75e-06,
"input_cost_per_token_priority": 3.5e-06,
"litellm_provider": "openai",
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "chat",
"output_cost_per_token": 1.4e-05,
"output_cost_per_token_priority": 2.8e-05,
"supported_endpoints": [
"/v1/chat/completions",
"/v1/batch",
"/v1/responses"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text",
"image"
],
"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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_service_tier": true,
"supports_vision": true
},
"gpt-5.2-chat-latest": {
"cache_read_input_token_cost": 1.75e-07,
"cache_read_input_token_cost_priority": 3.5e-07,
"input_cost_per_token": 1.75e-06,
"input_cost_per_token_priority": 3.5e-06,
"litellm_provider": "openai",
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"max_tokens": 16384,
"mode": "chat",
"output_cost_per_token": 1.4e-05,
"output_cost_per_token_priority": 2.8e-05,
"supported_endpoints": [
"/v1/chat/completions",
"/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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
"gpt-5.2-pro": {
"input_cost_per_token": 2.1e-05,
"litellm_provider": "openai",
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "responses",
"output_cost_per_token": 1.68e-04,
"supported_endpoints": [
"/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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true,
"supports_web_search": true
},
"gpt-5.2-pro-2025-12-11": {
"input_cost_per_token": 2.1e-05,
"litellm_provider": "openai",
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "responses",
"output_cost_per_token": 1.68e-04,
"supported_endpoints": [
"/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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true,
"supports_web_search": true
},
"gpt-5-pro": {
"input_cost_per_token": 1.5e-05,
"input_cost_per_token_batches": 7.5e-06,

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@ -16300,6 +16300,176 @@
"supports_tool_choice": false,
"supports_vision": true
},
"gpt-5.2": {
"cache_read_input_token_cost": 1.75e-07,
"cache_read_input_token_cost_priority": 3.5e-07,
"input_cost_per_token": 1.75e-06,
"input_cost_per_token_priority": 3.5e-06,
"litellm_provider": "openai",
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "chat",
"output_cost_per_token": 1.4e-05,
"output_cost_per_token_priority": 2.8e-05,
"supported_endpoints": [
"/v1/chat/completions",
"/v1/batch",
"/v1/responses"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text",
"image"
],
"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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_service_tier": true,
"supports_vision": true
},
"gpt-5.2-2025-12-11": {
"cache_read_input_token_cost": 1.75e-07,
"cache_read_input_token_cost_priority": 3.5e-07,
"input_cost_per_token": 1.75e-06,
"input_cost_per_token_priority": 3.5e-06,
"litellm_provider": "openai",
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "chat",
"output_cost_per_token": 1.4e-05,
"output_cost_per_token_priority": 2.8e-05,
"supported_endpoints": [
"/v1/chat/completions",
"/v1/batch",
"/v1/responses"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text",
"image"
],
"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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_service_tier": true,
"supports_vision": true
},
"gpt-5.2-chat-latest": {
"cache_read_input_token_cost": 1.75e-07,
"cache_read_input_token_cost_priority": 3.5e-07,
"input_cost_per_token": 1.75e-06,
"input_cost_per_token_priority": 3.5e-06,
"litellm_provider": "openai",
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"max_tokens": 16384,
"mode": "chat",
"output_cost_per_token": 1.4e-05,
"output_cost_per_token_priority": 2.8e-05,
"supported_endpoints": [
"/v1/chat/completions",
"/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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
"gpt-5.2-pro": {
"input_cost_per_token": 2.1e-05,
"litellm_provider": "openai",
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "responses",
"output_cost_per_token": 1.68e-04,
"supported_endpoints": [
"/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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true,
"supports_web_search": true
},
"gpt-5.2-pro-2025-12-11": {
"input_cost_per_token": 2.1e-05,
"litellm_provider": "openai",
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "responses",
"output_cost_per_token": 1.68e-04,
"supported_endpoints": [
"/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": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true,
"supports_web_search": true
},
"gpt-5-pro": {
"input_cost_per_token": 1.5e-05,
"input_cost_per_token_batches": 7.5e-06,

View file

@ -248,6 +248,10 @@ def test_gpt5_1_model_detection(gpt5_config: OpenAIGPT5Config):
assert gpt5_config.is_model_gpt_5_1_model("gpt-5.1-codex")
assert gpt5_config.is_model_gpt_5_1_model("gpt-5.1-codex-max")
assert gpt5_config.is_model_gpt_5_1_model("gpt-5.1-chat")
assert gpt5_config.is_model_gpt_5_1_model("gpt-5.2")
assert gpt5_config.is_model_gpt_5_1_model("gpt-5.2-2025-12-11")
assert gpt5_config.is_model_gpt_5_1_model("gpt-5.2-chat-latest")
assert not gpt5_config.is_model_gpt_5_1_model("gpt-5.2-pro")
assert not gpt5_config.is_model_gpt_5_1_model("gpt-5")
assert not gpt5_config.is_model_gpt_5_1_model("gpt-5-mini")
assert not gpt5_config.is_model_gpt_5_1_model("gpt-5-codex")
@ -267,6 +271,19 @@ def test_gpt5_1_temperature_with_reasoning_effort_none(config: OpenAIConfig):
assert params["reasoning_effort"] == "none"
def test_gpt5_2_temperature_with_reasoning_effort_none(config: OpenAIConfig):
"""Test that GPT-5.2 aligns with GPT-5.1 temperature rules when effort='none'."""
for temp in [0.0, 0.3, 0.7, 1.0, 1.5]:
params = config.map_openai_params(
non_default_params={"temperature": temp, "reasoning_effort": "none"},
optional_params={},
model="gpt-5.2",
drop_params=False,
)
assert params["temperature"] == temp
assert params["reasoning_effort"] == "none"
def test_gpt5_1_temperature_without_reasoning_effort(config: OpenAIConfig):
"""Test that GPT-5.1 supports any temperature when reasoning_effort is not specified.
@ -359,3 +376,23 @@ def test_gpt5_temperature_still_restricted(config: OpenAIConfig):
drop_params=False,
)
assert params["temperature"] == 1.0
def test_gpt5_2_pro_allows_reasoning_effort_xhigh(config: OpenAIConfig):
params = config.map_openai_params(
non_default_params={"reasoning_effort": "xhigh"},
optional_params={},
model="gpt-5.2-pro",
drop_params=False,
)
assert params["reasoning_effort"] == "xhigh"
def test_gpt5_2_rejects_reasoning_effort_xhigh_for_base_model(config: OpenAIConfig):
with pytest.raises(litellm.utils.UnsupportedParamsError):
config.map_openai_params(
non_default_params={"reasoning_effort": "xhigh"},
optional_params={},
model="gpt-5.2",
drop_params=False,
)