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LangChain vs OpenAI Agents SDK

Scores, criteria, facts, and verdicts aligned on one evidence-bound review surface.

Strong

LangChain

81

/100

ClawScore

Strong

Still the broadest agent-building toolkit, with abstraction debt you should price in.

3 receipts
Full review

Strong

OpenAI Agents SDK

83

/100

ClawScore

Strong

A clean SDK path for agent apps, strongest when you are already inside the OpenAI platform.

3 receipts
Full review
CriterionLangChainOpenAI Agents SDK

Capability

90

/100

Score

Pending

The ecosystem breadth is the main advantage: integrations, chains, agents, retrieval, and adjacent tooling are all well represented.

86

/100

Score

Pending

OpenAI Agents SDK is rated on capability from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

Reliability

78

/100

Score

Pending

LangChain is rated on reliability from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

80

/100

Score

Pending

OpenAI Agents SDK is rated on reliability from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

Setup & DX

76

/100

Score

Pending

The abstraction surface can be more than small projects want to carry.

86

/100

Score

Pending

The SDK path is strongest for teams already using OpenAI platform primitives.

Safety & Control

70

/100

Score

Pending

LangChain is rated on safety & control from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

76

/100

Score

Pending

OpenAI Agents SDK is rated on safety & control from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

Cost Efficiency

78

/100

Score

Pending

LangChain is rated on cost efficiency from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

70

/100

Score

Pending

Costs depend on model selection and application behavior; the SDK does not remove usage discipline.

Docs & Support

86

/100

Score

Pending

LangChain is rated on docs & support from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

88

/100

Score

Pending

OpenAI Agents SDK is rated on docs & support from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

Momentum

90

/100

Score

Pending

LangChain is rated on momentum from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

92

/100

Score

Pending

OpenAI Agents SDK is rated on momentum from currently bound launch evidence. Unsupported details remain Analysis until receipts are attached.

/LangChain Facts

Pricing
Open-source core; platform products optional
License
Open source; confirm package license before publish
Models supported
Provider agnostic
Deployment modes
Application framework
Stack/language
Python / JavaScript ecosystem
Repo
https://github.com/langchain-ai/langchain

/OpenAI Agents SDK Facts

Pricing
OpenAI API usage based
License
Open-source SDK; platform terms apply
Models supported
OpenAI models
Deployment modes
Application SDK
Stack/language
Python SDK / platform APIs
Repo
https://github.com/openai/openai-agents-python