Best Alternatives to LangSmith

Explore 4 top-rated alternatives to LangSmith in the llm observability category. Compare features, pricing, and find the perfect fit for your needs.

About LangSmith

LangSmith helps developers trace, evaluate, test, and monitor applications built with language models and agent workflows.

Free

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Top Recommended Alternatives

🏆 Best Enterprise Value

Langfuse

LLM Observability

From

Free

Open-source LLM engineering platform that captures traces, runs evaluations, and helps teams analyze cost, latency, and quality across production AI apps.

Key Strengths:

  • ✓Purpose-built LLM data model — traces, generations, evaluations — beats generic APM
  • ✓MIT-licensed and self-hostable, which clears procurement in regulated industries

Arize Phoenix

AI Observability

From

Free

Arize Phoenix is an open-source AI observability and evaluation platform for tracing, testing, and improving LLM applications and agents.

Key Strengths:

  • ✓Open-source Phoenix can run locally or on controlled infrastructure without a software license fee.
  • ✓OpenTelemetry tracing reduces instrumentation lock-in.

Braintrust

AI Evaluation

From

Free

Braintrust review 2026: unified evals, prompt workbench, observability, and AI proxy used by OpenAI, Stripe, Notion — features, pricing, pros, cons.

Key Strengths:

  • ✓Genuinely consolidates four toolchains into one — fewer vendors, one UI, one bill (above the proxy line)
  • ✓Eval review UI is best-in-class for diffing prompt and model changes against curated datasets

Helicone

AI Monitoring

From

Free

Open-source LLM observability and gateway platform offering one-line integration, request logging, prompt management, evals, and a multi-provider proxy.

Key Strengths:

  • ✓Truly one-line integration — fastest path to LLM logging in the market
  • ✓Open source under Apache 2.0 with viable self-host story (not just open-core marketing)

More LLM Observability Alternatives

Quick Comparison

ToolStarting PriceBest ForAction

LangSmith

Current Tool

FreeMakes multi-step LLM failures easier to localize than application logs aloneView Details

Langfuse

FreePurpose-built LLM data model — traces, generations, evaluations — beats generic APMView Details

Arize Phoenix

FreeOpen-source Phoenix can run locally or on controlled infrastructure without a software license fee.View Details

Braintrust

FreeGenuinely consolidates four toolchains into one — fewer vendors, one UI, one bill (above the proxy line)View Details

Helicone

FreeTruly one-line integration — fastest path to LLM logging in the marketView Details

Why Consider LangSmith Alternatives?

While LangSmith is a popular choice in the llm observability category, exploring alternatives can help you find a tool that better matches your specific needs, budget, or workflow preferences.

Common reasons to explore alternatives include:

  • Different pricing models or more affordable options
  • Specific features that LangSmith may not offer
  • Better integration with your existing tools
  • Performance or user experience preferences
  • Regional availability or support requirements

Compare the tools above to find the best fit for your specific use case.

Need Help Choosing?

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Browse All LLM Observability Tools