[::] Agentic Stacks

LangSmith vs promptfoo

Pick two tools from the same category to compare side-by-side.

LangSmith
Eval, tracing, and prompt management from the LangChain team.
promptfoo
Open-source CLI for prompt and LLM eval, including red-teaming.
Category evaleval
Vendor type commercialopen source
Pricing freemiumfree
Strengths
  • + End-to-end coverage (trace, eval, prompt)
  • + Native LangChain/LangGraph integration
  • + Open source, CLI-first
  • + Strong red-team / security eval modules
  • + Easy to wire into CI
Tradeoffs
  • − Most natural for LangChain-stack teams
  • − Less polished UI than commercial alternatives
Used in stacks 2 3

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