Alternatives to LangSmith
30 tools that compete with or replace LangSmith. Ranked by direct product-type match — not generic category overlap.
Why people look for alternatives to LangSmith
The complaints that come up most often in public discussion — reviews, forums and community threads. Not our opinion, and not the vendor's marketing.
- Non-LangChain frameworks like CrewAI often fail to trace correctly without manual workarounds.
- Learning curve for advanced features is steep; dashboard feels overwhelming at first.
- Usage-based pricing gets expensive fast at high trace volumes.
- Users report occasional lag when querying very large traces (millions) despite SmithDB's speed.
Drawn from 58 mentions across 4 sources · researched Aug 18, 2026.
In fairness: users also consistently praise deep trace visibility into every agent step, including sub-agent token usage, and instant debugging via full-text search and json filtering in smithdb. A complaint list is not a verdict — see the full picture on the LangSmith page.
Tokentelemetry
Free local observability for AI coding agents — tokens, cost & traces on your machine.
Honeycomb Query Assistant
Turn plain English into production-ready Honeycomb queries for faster debugging.
Evidently AI
Open-source AI evaluation and observability for LLMs, RAG, agents, and predictive ML.
Arize Phoenix
Open-source LLM agent observability with tracing, evals, and experiments
Confident AI
Enterprise LLM evaluation, observability, and red teaming in one platform.
Fiddler AI
Enterprise AI control plane for observability, guardrails, and governance of agentic AI.
Opik (Comet)
Free, open-source AI observability and evals for debugging agents
Braintrust
Active observability for AI agents: trace, evaluate, and discover patterns at scale.
Galileo AI Evals
AI observability and eval engineering platform that turns offline evals into production guardrails.
Future AGI
Simulation-based AI agent testing that catches hallucinations before production
Opencompass
Open-source LLM & VLM evaluation platform for standardized benchmarking
Frequently asked questions
What are the best alternatives to LangSmith?
We currently list 30 alternatives to LangSmith: Tokentelemetry, Honeycomb Query Assistant, Evidently AI, Arize Phoenix, Dash0. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which LangSmith alternatives to show?
Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.