Best LM Evaluation Harness Alternatives in 2026

20 platforms from AI LLM evaluation tools ranked against LM Evaluation Harness on the same published basis.

  1. 1LM Evaluation Harness vs Weights & Biases
  2. 2LM Evaluation Harness vs Evidently AI
  3. 3LM Evaluation Harness vs Opik
  4. 4LM Evaluation Harness vs Maxim AI
  5. 5LM Evaluation Harness vs Vellum
  6. 6LM Evaluation Harness vs Promptfoo
  7. 7LM Evaluation Harness vs DeepEval
  8. 8LM Evaluation Harness vs Giskard
  9. 9LM Evaluation Harness vs Langfuse
  10. 10LM Evaluation Harness vs LangWatch
  11. 11LM Evaluation Harness vs Rhesis AI
  12. 12LM Evaluation Harness vs Braintrust
  13. 13LM Evaluation Harness vs Galileo
  14. 14LM Evaluation Harness vs LangSmith
  15. 15LM Evaluation Harness vs NVIDIA NeMo Evaluator
  16. 16LM Evaluation Harness vs Arize Phoenix
  17. 17LM Evaluation Harness vs HoneyHive
  18. 18LM Evaluation Harness vs Confident AI
  19. 19LM Evaluation Harness vs Inspect AI
  20. 21LM Evaluation Harness vs RAGChecker

LM Evaluation Harness alternatives compared

#PlatformScoreFree planFromRuns on
1Weights & Biases8.0Free plan$60/moAPI, iOS, Linux, Mac, self-hosted, Web, Windows
2Evidently AI7.9Free plan$80/moAPI, Linux, Mac, self-hosted, Web, Windows
3Opik7.7Free plan$19/moAPI, Linux, self-hosted, Web
4Maxim AI7.6Free plan$29/moAPI, self-hosted, Web
5Vellum7.4Free plan$30/moAndroid, Browser, iOS, Mac, self-hosted, Web, Windows
6Promptfoo7.3Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
7DeepEval7.2Free planFreeLinux, Mac, self-hosted, Windows
8Giskard7.1Free planFreeAPI, Linux, self-hosted, Web
9Langfuse7.1Free plan$29/moAPI, self-hosted, Web
10LangWatch7.1Free plan€29/moAPI, Linux, self-hosted, Web
11Rhesis AI7.1Free planFreeAPI, Linux, self-hosted, Web
12Braintrust7.0Free plan$249/moAPI, self-hosted, Web
13Galileo7.0Free plan$100/moAPI, self-hosted, Web
14LangSmith7.0Free plan$39/moAPI, self-hosted, Web
15NVIDIA NeMo Evaluator7.0Free planFreeAPI, Linux, self-hosted
16Arize Phoenix6.9Free planFreeAPI, self-hosted, Web
17HoneyHive6.9Free planFreeAPI, self-hosted, Web
18Confident AI6.8Free plan$200/moAPI, self-hosted, Web
19Inspect AI6.7Free planFreeAPI, Browser
21RAGChecker6.6Free planFreeself-hosted
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Questions about LM Evaluation Harness alternatives

What is the best alternative to LM Evaluation Harness?

Weights & Biases, number 1 in AI LLM evaluation tools with a score of 8.0 out of 10. The others here: Evidently AI, Opik, Maxim AI and 16 more.

What is the best free alternative to LM Evaluation Harness?

Weights & Biases is the best-ranked alternative with a free plan. 20 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.