Run comparison - langchain-ai/langchain - CodSpeed

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Comparing commit 3283047 with commit 915be6f

Wall TimeCPU Simulation

Base run on Auankj:feature/my-contribution at 3283047 ( pull_request) compared to Auankj:feature/my-contribution at 915be6f ( pull_request) from 2 days ago

+13%

Improvements: 7

Untouched: 27

Unknown Walltime execution environment detected

Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data. For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.

Benchmarks

Improved

test_import_time[LangChainTracer]

libs/core/tests/benchmarks/test_imports.py

+13%

481 ms425.7 ms

test_import_time[CallbackManager]

libs/core/tests/benchmarks/test_imports.py

+12%

510.7 ms454 ms

test_import_time[Runnable]

libs/core/tests/benchmarks/test_imports.py

+12%

535.5 ms477.2 ms

test_import_time[ChatPromptTemplate]

libs/core/tests/benchmarks/test_imports.py

+12%

662.6 ms593.1 ms

test_import_time[PydanticOutputParser]

libs/core/tests/benchmarks/test_imports.py

+12%

572.7 ms513.1 ms

test_import_time[InMemoryVectorStore]

libs/core/tests/benchmarks/test_imports.py

+11%

676.1 ms606.9 ms

test_import_time[BaseChatModel]

libs/core/tests/benchmarks/test_imports.py

+11%

563.5 ms509.1 ms

Passed

test_import_time[Document]

libs/core/tests/benchmarks/test_imports.py

+10%

200.8 ms183.3 ms

test_import_time[RunnableLambda]

libs/core/tests/benchmarks/test_imports.py

+9%

530.5 ms488.9 ms

test_import_time[tool]

libs/core/tests/benchmarks/test_imports.py

+8%

543.6 ms503.3 ms

test_import_time[InMemoryRateLimiter]

libs/core/tests/benchmarks/test_imports.py

+5%

185.7 ms176.4 ms

test_import_time[HumanMessage]

libs/core/tests/benchmarks/test_imports.py

+3%

270.3 ms262.2 ms

test_create_chat_prompt_init_time

libs/partners/prompty/tests/unit_tests/test_standard.py

0%

311.9 µs*311.9 µs*

test_exa_retriever_init_time

libs/partners/exa/tests/unit_tests/test_standard.py

0%

325.3 µs*325.3 µs*

test_init_time

libs/partners/perplexity/tests/unit_tests/test_chat_models_standard.py::TestPerplexityStandard

0%

840.6 ms*840.6 ms*

test_init_time

libs/partners/deepseek/tests/unit_tests/test_chat_models.py::TestChatDeepSeekUnit

0%

1.6 s*1.6 s*

test_init_time

libs/partners/groq/tests/unit_tests/test_standard.py::TestGroqStandard

0%

1.6 s*1.6 s*

test_init_time

libs/partners/mistralai/tests/unit_tests/test_standard.py::TestMistralStandard

0%

9.2 ms*9.2 ms*

test_init_time

libs/partners/fireworks/tests/unit_tests/test_standard.py::TestFireworksStandard

0%

6.6 s*6.6 s*

test_nomic_embeddings_init_time

libs/partners/nomic/tests/unit_tests/test_standard.py

0%

1.5 ms*1.5 ms*

test_qdrant_vectorstore_init_time

libs/partners/qdrant/tests/unit_tests/test_standard.py

0%

224.2 ms*224.2 ms*

test_init_time

libs/partners/ollama/tests/unit_tests/test_chat_models.py::TestChatOllama

0%

1.6 s*1.6 s*

test_stream_time

libs/partners/anthropic/tests/integration_tests/test_standard.py::TestAnthropicStandard

0%

34.9 ms*34.9 ms*

test_init_time_with_client

libs/partners/anthropic/tests/unit_tests/test_standard.py

0%

2.3 ms*2.3 ms*

test_init_time

libs/partners/anthropic/tests/unit_tests/test_standard.py::TestAnthropicStandard

0%

762.6 µs*762.6 µs*

test_init_time

libs/partners/xai/tests/unit_tests/test_chat_models_standard.py::TestXAIStandard

0%

3.3 s*3.3 s*

test_stream_time

libs/partners/openai/tests/integration_tests/chat_models/test_responses_standard.py::TestOpenAIResponses

0%

857.2 ms*857.2 ms*

test_stream_time

libs/partners/openai/tests/integration_tests/chat_models/test_responses_standard.py::TestOpenAIStandard

0%

1.2 s*1.2 s*

test_stream_time

libs/partners/openai/tests/integration_tests/chat_models/test_base_standard.py::TestOpenAIStandard

0%

1.2 s*1.2 s*

test_init_time

libs/partners/openai/tests/unit_tests/chat_models/test_responses_standard.py::TestOpenAIResponses

0%

12.1 ms*12.1 ms*

test_init_time

libs/partners/openai/tests/unit_tests/chat_models/test_base_standard.py::TestOpenAIStandard

0%

12.1 ms*12.1 ms*

test_init_time

libs/partners/openai/tests/unit_tests/chat_models/test_azure_standard.py::TestOpenAIStandard

0%

1.7 s*1.7 s*

test_chroma_init_time

libs/partners/chroma/tests/unit_tests/test_standard.py

0%

57.2 ms*57.2 ms*

test_async_callbacks_in_sync

libs/core/tests/benchmarks/test_async_callbacks.py

0%

24.1 ms24.2 ms

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