test(benchmarks): add CodSpeed benchmarks for inference, MCP and A2A hot paths by yassin-berriai · Pull Request #31716 · BerriAI/litellm

Performance Gate Passed

✅ 16 untouched benchmarks
🆕 14 new benchmarks

	Benchmark	`BASE`	`HEAD`	Efficiency
🆕	`test_a2a_inbound_message_to_openai_messages`	N/A	97.4 µs	N/A
🆕	`test_convert_messages_to_a2a_prompt`	N/A	111.1 µs	N/A
🆕	`test_extract_text_from_a2a_message_response`	N/A	87.3 µs	N/A
🆕	`test_extract_text_from_a2a_task_response`	N/A	87.2 µs	N/A
🆕	`test_completion_multi_turn`	N/A	3.1 ms	N/A
🆕	`test_completion_simple_message`	N/A	4.9 ms	N/A
🆕	`test_completion_streaming`	N/A	59.1 ms	N/A
🆕	`test_completion_with_tools`	N/A	4.2 ms	N/A
🆕	`test_response_to_model_response_object`	N/A	544 µs	N/A
🆕	`test_mcp_server_prefix_tool_list`	N/A	164.8 µs	N/A
🆕	`test_mcp_server_strip_prefix_on_call`	N/A	84.1 µs	N/A
🆕	`test_transform_mcp_tool_list_to_openai`	N/A	192.1 µs	N/A
🆕	`test_transform_openai_tool_call_to_mcp`	N/A	128.3 µs	N/A
🆕	`test_transform_single_mcp_tool_to_openai`	N/A	89.8 µs	N/A

_{Comparing litellm_codspeed_inference_mcp_a2a (af20e75) with litellm_internal_staging (cc57fe2)¹}

No successful run was found on litellm_internal_staging (70eb4e5) during the generation of this report, so 15ba573 was used instead as the comparison base. There might be some changes unrelated to this pull request in this report. ↩