Braintrust vs LangSmith

Side-by-side comparison from the Agent Observability Index: licensing, self-hosting, pricing model and integrations — no vendor copy, primary sources linked.

BraintrustLangSmith
One-linerEval-first AI engineering platform with logging, datasets, an LLM proxy and a purpose-built trace database (Brainstore), aimed at production regression-catching.Closed-source tracing, evals and monitoring platform from the LangChain team, deepest integration with LangChain/LangGraph but usable via OTel from any stack.
CategoryEvals & TestingObservability & Tracing
Open sourceNoNo
Self-hostableYesYes
Pricing modelfreemiumfreemium
Pricing notesFree developer tier; usage-based paid plans; enterprise hybrid/self-hosted data planeFree developer seat; Plus ~$39/seat/mo plus usage-based trace billing; self-hosting is enterprise-only
Frameworksopenai-sdk, anthropic, langchain, vercel-ailangchain, langgraph, openai-sdk, opentelemetry
Funding / ownership$36M Series A (a16z, 2024) + $80M Series B (ICONIQ, Feb 2026, ~$800M valuation)LangChain raised $125M Series B (2025) at ~$1.25B valuation

How to choose

Sources: Braintrust · LangSmith