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Dhruvin Krutarthkumar Dave 2026-11-04 05:28:15 +00:00 • committed by GitHub
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33
litellm/model_prices_and_context_window_backup.json
View file

@ -5617,6 +5617,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -5636,6 +5637,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -11703,6 +11705,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -11741,6 +11744,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -11800,6 +11804,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -11819,6 +11824,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -11932,6 +11938,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -11959,6 +11966,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -12672,6 +12680,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -12710,6 +12719,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -12729,6 +12739,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -12748,6 +12759,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -12775,6 +12787,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -12802,6 +12815,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -45620,6 +45634,7 @@
"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
@ -45741,6 +45756,7 @@
"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
@ -45764,6 +45780,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -45786,6 +45803,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -45912,6 +45930,7 @@
"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
@ -46013,6 +46032,7 @@
"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
@ -70127,6 +70147,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -71627,7 +71648,8 @@
"search_context_size_low": 0.014,
"search_context_size_medium": 0.014
},
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_system_messages": true
},
"azure/eu/o3-2025-04-16": {
"deprecation_date": "2026-11-19",
@ -71646,7 +71668,8 @@
"search_context_size_low": 0.014,
"search_context_size_medium": 0.014
},
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_system_messages": true
},
"azure/eu/o3-deep-research": {
"deprecation_date": "2026-11-19",
@ -71677,7 +71700,8 @@
"search_context_size_low": 0.014,
"search_context_size_medium": 0.014
},
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_system_messages": true
},
"azure/eu/o4-mini-2025-04-16": {
"deprecation_date": "2026-11-19",
@ -71697,7 +71721,8 @@
"search_context_size_low": 0.014,
"search_context_size_medium": 0.014
},
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_system_messages": true
},
"azure/eu/text-embedding-3-large": {
"deprecation_date": "2028-02-09",

33
model_prices_and_context_window.json
View file

@ -5617,6 +5617,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -5636,6 +5637,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -11703,6 +11705,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -11741,6 +11744,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -11800,6 +11804,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -11819,6 +11824,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -11932,6 +11938,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -11959,6 +11966,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -12672,6 +12680,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -12710,6 +12719,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -12729,6 +12739,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -12748,6 +12759,7 @@
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -12775,6 +12787,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -12802,6 +12815,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": true
},
@ -45620,6 +45634,7 @@
"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
@ -45741,6 +45756,7 @@
"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
@ -45764,6 +45780,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -45786,6 +45803,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -45912,6 +45930,7 @@
"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
@ -46013,6 +46032,7 @@
"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
@ -70127,6 +70147,7 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_system_messages": true,
"supports_tool_choice": true,
"supports_vision": false
},
@ -71627,7 +71648,8 @@
"search_context_size_low": 0.014,
"search_context_size_medium": 0.014
},
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_system_messages": true
},
"azure/eu/o3-2025-04-16": {
"deprecation_date": "2026-11-19",
@ -71646,7 +71668,8 @@
"search_context_size_low": 0.014,
"search_context_size_medium": 0.014
},
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_system_messages": true
},
"azure/eu/o3-deep-research": {
"deprecation_date": "2026-11-19",
@ -71677,7 +71700,8 @@
"search_context_size_low": 0.014,
"search_context_size_medium": 0.014
},
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_system_messages": true
},
"azure/eu/o4-mini-2025-04-16": {
"deprecation_date": "2026-11-19",
@ -71697,7 +71721,8 @@
"search_context_size_low": 0.014,
"search_context_size_medium": 0.014
},
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
"source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
"supports_system_messages": true
},
"azure/eu/text-embedding-3-large": {
"deprecation_date": "2028-02-09",

22
tests/unit/llms/openai/test_o_series_transformation.py
View file

@ -6,6 +6,7 @@ import pytest
import litellm
from litellm import ModelResponse
from litellm.llms.azure.chat.o_series_transformation import AzureOpenAIO1Config
from litellm.llms.openai.chat.o_series_transformation import OpenAIOSeriesConfig
import os
@ -219,3 +220,24 @@ def test_o_series_request_turns_system_into_user_without_touching_the_callers_me
assert [message["role"] for message in body["messages"]] == ["user", "user"]
assert messages == messages_before
@pytest.mark.parametrize(
"config",
[OpenAIOSeriesConfig(), AzureOpenAIO1Config()],
ids=["openai", "azure"],
)
@pytest.mark.parametrize("model", ["o3", "o3-2025-04-16", "o4-mini", "o4-mini-2025-04-16", "o3-mini"])
def test_o_series_keeps_system_role_for_models_that_support_it(config: OpenAIOSeriesConfig, model: str):
"""o1-2024-12-17 and later reasoning models accept system messages, which the API treats as developer messages
(https://platform.openai.com/docs/guides/reasoning, checked 2026-10-28). Rewriting them as user messages drops
them to user-level authority"""
system_message: Final = {"role": "system", "content": "Be a good bot!"}
request: Final = config.transform_request(
model=model,
messages=[dict(system_message), {"role": "user", "content": "hi"}],
optional_params={},
litellm_params={},
headers={},
)
assert request["messages"][0] == system_message