Best OpenAI Evals Alternatives in 2026
Updated
20 platforms from AI LLM evaluation tools ranked against OpenAI Evals on the same published basis.
- 1OpenAI Evals vs HELM
- 2OpenAI Evals vs Braintrust
- 3OpenAI Evals vs Confident AI
- 4OpenAI Evals vs Evidently AI
- 5OpenAI Evals vs Galileo
- 6OpenAI Evals vs Giskard
- 7OpenAI Evals vs HoneyHive
- 8OpenAI Evals vs Langfuse
- 9OpenAI Evals vs LangSmith
- 10OpenAI Evals vs LangWatch
- 11OpenAI Evals vs Maxim AI
- 12OpenAI Evals vs NVIDIA NeMo Evaluator
- 13OpenAI Evals vs Opik
- 14OpenAI Evals vs Promptfoo
- 15OpenAI Evals vs Rhesis AI
- 16OpenAI Evals vs Weights & Biases
- 17OpenAI Evals vs Arize Phoenix
- 18OpenAI Evals vs Inspect AI
- 19OpenAI Evals vs LM Evaluation Harness
- 20OpenAI Evals vs TruLens
OpenAI Evals alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | HELM | 7.4 | Free plan | Free | API, self-hosted, Web |
| 2 | Braintrust | 7.3 | Free plan | $249/mo | API, self-hosted, Web |
| 3 | Confident AI | 7.3 | Free plan | $200/mo | API, self-hosted, Web |
| 4 | Evidently AI | 7.3 | Free plan | $80/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 5 | Galileo | 7.3 | Free plan | $100/mo | API, self-hosted, Web |
| 6 | Giskard | 7.3 | Free plan | Free | API, Linux, self-hosted, Web |
| 7 | HoneyHive | 7.3 | Free plan | Free | API, self-hosted, Web |
| 8 | Langfuse | 7.3 | Free plan | $29/mo | API, self-hosted, Web |
| 9 | LangSmith | 7.3 | Free plan | $39/mo | API, self-hosted, Web |
| 10 | LangWatch | 7.3 | Free plan | €29/mo | API, Linux, self-hosted, Web |
| 11 | Maxim AI | 7.3 | Free plan | $29/mo | API, self-hosted, Web |
| 12 | NVIDIA NeMo Evaluator | 7.3 | Free plan | Free | API, Linux, self-hosted |
| 13 | Opik | 7.3 | Free plan | $19/mo | API, Linux, self-hosted, Web |
| 14 | Promptfoo | 7.3 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 15 | Rhesis AI | 7.3 | Free plan | Free | API, Linux, self-hosted, Web |
| 16 | Weights & Biases | 7.3 | Free plan | $60/mo | API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 17 | Arize Phoenix | 7.2 | Free plan | Free | API, self-hosted, Web |
| 18 | Inspect AI | 7.2 | Free plan | Free | API, Browser |
| 19 | LM Evaluation Harness | 7.2 | Free plan | Free | API, Linux, self-hosted |
| 20 | TruLens | 7.2 | Free plan | Free | API, self-hosted |
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Questions about OpenAI Evals alternatives
What is the best alternative to OpenAI Evals?
HELM, number 1 in AI LLM evaluation tools with a score of 7.4 out of 10. The others here: Braintrust, Confident AI, Evidently AI and 16 more.
What is the best free alternative to OpenAI Evals?
HELM 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 what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it.