Best Google Cloud Agent Evaluation Alternatives in 2026
Updated
20 tools from AI agent evaluation tools ranked against Google Cloud Agent Evaluation on the same published basis.
- 1Google Cloud Agent Evaluation vs W&B Weave
- 2Google Cloud Agent Evaluation vs Noveum
- 3Google Cloud Agent Evaluation vs Future AGI AI Evaluation SDK
- 4Google Cloud Agent Evaluation vs Opik
- 5Google Cloud Agent Evaluation vs DeepEval
- 6Google Cloud Agent Evaluation vs Promptfoo
- 8Google Cloud Agent Evaluation vs Maxim AI
- 9Google Cloud Agent Evaluation vs Strands Evals
- 10Google Cloud Agent Evaluation vs Arklex
- 11Google Cloud Agent Evaluation vs AgentClash
- 12Google Cloud Agent Evaluation vs Giskard
- 13Google Cloud Agent Evaluation vs LangWatch
- 14Google Cloud Agent Evaluation vs Tangle
- 15Google Cloud Agent Evaluation vs Galileo
- 16Google Cloud Agent Evaluation vs LangSmith
- 17Google Cloud Agent Evaluation vs Braintrust
- 18Google Cloud Agent Evaluation vs MLflow GenAI Evaluation
- 19Google Cloud Agent Evaluation vs Parea AI
- 20Google Cloud Agent Evaluation vs Benchboard
- 21Google Cloud Agent Evaluation vs Inspect AI
Google Cloud Agent Evaluation alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | W&B Weave | 7.7 | Free plan | $60/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Noveum | 7.6 | Free plan | $69/mo | API, Linux, self-hosted, Web |
| 3 | Future AGI AI Evaluation SDK | 7.5 | Free plan | $250/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Opik | 7.4 | Free plan | $19/mo | API, Linux, self-hosted, Web |
| 5 | DeepEval | 7.3 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 6 | Promptfoo | 7.3 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | Maxim AI | 7.2 | Free plan | $29/mo | API, self-hosted, Web |
| 9 | Strands Evals | 7.2 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 10 | Arklex | 7.1 | Free plan | Free | API, Linux, self-hosted |
| 11 | AgentClash | 7.0 | Free plan | $49/mo | API, self-hosted, Web |
| 12 | Giskard | 7.0 | Free plan | Free | API, Linux, self-hosted, Web |
| 13 | LangWatch | 7.0 | Free plan | €29/mo | API, Linux, self-hosted, Web |
| 14 | Tangle | 7.0 | Free plan | Free | API, Linux, Web |
| 15 | Galileo | 6.9 | Free plan | $100/mo | API, self-hosted, Web |
| 16 | LangSmith | 6.9 | Free plan | $39/mo | API, self-hosted, Web |
| 17 | Braintrust | 6.8 | Free plan | $249/mo | API, self-hosted, Web |
| 18 | MLflow GenAI Evaluation | 6.8 | Free plan | Free | API, self-hosted, Web |
| 19 | Parea AI | 6.8 | Free plan | $150/mo | API, self-hosted, Web |
| 20 | Benchboard | 6.6 | No | $39/mo | Web |
| 21 | Inspect AI | 6.4 | Free plan | Free | API, Browser |
Make your tool an alternative to Google Cloud Agent Evaluation
See the priceThe sponsored alternative slot on this page is labelled Sponsored.
Questions about Google Cloud Agent Evaluation alternatives
What is the best alternative to Google Cloud Agent Evaluation?
W&B Weave, number 1 in AI agent evaluation tools with a score of 7.7 out of 10. The others here: Noveum, Future AGI AI Evaluation SDK, Opik and 16 more.
What is the best free alternative to Google Cloud Agent Evaluation?
W&B Weave is the best-ranked alternative with a free plan. 19 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, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.