DeepEval alternatives
3 substitutes · 3 in evals · 0 adjacent
The short answer
3 tools on this index are recorded as a substitute for DeepEval. 2 of these run the same way you already deploy DeepEval (self-hosted), and 2 are permissively licensed, so they do not change what you can ship. All of them sit in Evaluation & Observability, so the choice is a real one rather than a category change. There is no overall winner here: which one is right depends on traffic shape, operational budget and how much of DeepEval you have already built around.
By Lattice editorial · Comparison reviewed · method
Real substitutes
in Evaluation & Observability- Braintrustplatform · proprietary
Evaluation platform with built-in scorers and a data flywheel.
Use when Making evaluation, rather than tracing, the primary workflow.
Skip when You need open formats and self-hosting.
- promptfoolibrary · MIT
Declarative red-teaming and regression tests for prompts and agents.
Use when Declarative red-teaming and regression tests that run in CI.
Skip when You need a managed UI rather than a test runner.
- Evidently AIlibrary · Apache-2.0
Evaluation and monitoring for both classical and LLM systems.
Use when One evaluation model for both classical ML and LLM systems.
Skip when You only need LLM-specific tracing.
This graph is bidirectional and unsponsored. A tool appears here if DeepEval or another entry names it as a substitute, and Braintrust, promptfoo and Evidently AI point at DeepEval as well. How this index is compiled — including where it is wrong.