Best Confident AI Alternatives in 2026
Updated
20 apps from AI LLM evaluation tools ranked against Confident AI on the same published basis.
- 1Confident AI vs Vellum
- 2Confident AI vs Weights & Biases
- 3Confident AI vs Evidently AI
- 4Confident AI vs Promptfoo
- 5Confident AI vs DeepEval
- 6Confident AI vs Giskard
- 7Confident AI vs Opik
- 8Confident AI vs Rhesis AI
- 9Confident AI vs Braintrust
- 11Confident AI vs Galileo
- 12Confident AI vs HoneyHive
- 13Confident AI vs Langfuse
- 14Confident AI vs LangSmith
- 15Confident AI vs LangWatch
- 16Confident AI vs Maxim AI
- 17Confident AI vs NVIDIA NeMo Evaluator
- 18Confident AI vs Arize Phoenix
- 19Confident AI vs LM Evaluation Harness
- 20Confident AI vs RAGChecker
- 21Confident AI vs TruLens
Confident AI alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Vellum | 6.7 | Free plan | $30/mo | Android, Browser, iOS, Mac, self-hosted, Web, Windows |
| 2 | Weights & Biases | 6.7 | Free plan | $60/mo | API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 3 | Evidently AI | 6.6 | Free plan | $80/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Promptfoo | 6.6 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 5 | DeepEval | 6.5 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 6 | Giskard | 6.5 | Free plan | Free | API, Linux, self-hosted, Web |
| 7 | Opik | 6.5 | Free plan | $19/mo | API, Linux, self-hosted, Web |
| 8 | Rhesis AI | 6.5 | Free plan | Free | API, Linux, self-hosted, Web |
| 9 | Braintrust | 6.4 | Free plan | $249/mo | API, self-hosted, Web |
| 11 | Galileo | 6.4 | Free plan | $100/mo | API, self-hosted, Web |
| 12 | HoneyHive | 6.4 | Free plan | Free | API, self-hosted, Web |
| 13 | Langfuse | 6.4 | Free plan | $29/mo | API, self-hosted, Web |
| 14 | LangSmith | 6.4 | Free plan | $39/mo | API, self-hosted, Web |
| 15 | LangWatch | 6.4 | Free plan | €29/mo | API, Linux, self-hosted, Web |
| 16 | Maxim AI | 6.4 | Free plan | $29/mo | API, self-hosted, Web |
| 17 | NVIDIA NeMo Evaluator | 6.4 | Free plan | Free | API, Linux, self-hosted |
| 18 | Arize Phoenix | 6.3 | Free plan | Free | API, self-hosted, Web |
| 19 | LM Evaluation Harness | 6.3 | Free plan | Free | API, Linux, self-hosted |
| 20 | RAGChecker | 6.3 | Free plan | Free | self-hosted |
| 21 | TruLens | 6.3 | Free plan | Free | API, self-hosted |
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Questions about Confident AI alternatives
What is the best alternative to Confident AI?
Vellum, number 1 in AI LLM evaluation tools with a score of 6.7 out of 10. The others here: Weights & Biases, Evidently AI, Promptfoo and 16 more.
What is the best free alternative to Confident AI?
Vellum 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 free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.