
DeepEval
8.3#1 in llm evaluation toolsFrom $200 a monthFree planWebAPILinuxmacOS
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| Fact | DeepEval | WebArena |
|---|---|---|
| License | The repository and package identify DeepEval as Apache Software License 2.0. | The WebArena code repository identifies its license as Apache-2.0. |
| Purpose | DeepEval is an open-source LLM evaluation framework for building evaluation pipelines to test AI systems. | WebArena is a standalone, self-hostable web environment and benchmark for building autonomous agents. |
| Self-hosting | Confident AI's enterprise service can be deployed on the customer's own infrastructure or used in the vendor cloud. | The project provides Docker resources and a pre-installed Amazon Machine Image for hosting the benchmark websites. |
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DeepEval suits developers building repeatable AI evaluations in Python or CI/CD, especially those testing multiple modalities or agent workflows. Its free OS offering is for pre-production testing rather than production evaluation.
You want what its maker publishes above — check its page for the details.