LangSmith is a product in AI Infra & Developer Tools. Here are the strongest alternatives, ranked by an explainable 4-dimension score.
| # | Alternative | Overall | Pop. | Mom. | Cred. | Eco. |
|---|---|---|---|---|---|---|
| 1 | Patronus AI · Eval An evaluation and testing platform that automatically scores, monitors and stress-tests AI systems and agents. | 78 | 74 | 90 | 74 | 70 |
| 2 | Lakera · Eval An AI security company protecting LLM applications from prompt injection and other GenAI threats. | 68 | 47 | 84 | 75 | 70 |
| 3 | Braintrust · Eval An end-to-end platform for evaluating, testing and iterating on LLM applications in development and production. | 71 | 49 | 90 | 74 | 70 |
| 4 | Galileo · Eval An evaluation and observability platform for measuring and improving the reliability of generative AI apps. | 68 | 45 | 84 | 75 | 70 |
| 5 | Guardrails AI · Eval An open-source framework for adding validation, safety checks and structured-output guardrails to LLMs. | 66 | 64 | 72 | 68 | 60 |
| 6 | Humanloop · Eval An LLM development platform for managing prompts, evaluations and monitoring of AI applications. | 57 | 41 | 63 | 69 | 60 |
| 7 | claude-mem · MLOps Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More | 86 | 74 | 99 | 86 | 85 |
| 8 | LlamaFactory · MLOps Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) | 86 | 74 | 99 | 85 | 84 |