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Expand file tree Collapse file tree Original file line number Diff line number Diff line change @@ -50,8 +50,8 @@ Stratix is built differently. It gives you production-grade evaluation infrastru
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5151| Capability | ** Stratix** | LangSmith | Langfuse | DeepEval | Phoenix (Arize) |
5252| ----------------------- | ---------------------------------------------- | -------------------------- | ----------------------- | ------------------- | ---------------------- |
53- | Pre-built benchmarks | 100+ benchmarks, 200+ models | No public benchmarks | No public benchmarks | ~ 14 metrics | Bring your own |
54- | Prompt-level comparison | Native head-to-head with outcome filters | Side-by-side runs (manual) | Not built-in | Manual setup | Not built-in |
53+ | Pre-built benchmarks | 100+ benchmarks, 200+ models | No public benchmarks | No public benchmarks | 30+ metrics | Bring your own |
54+ | Prompt-level comparison | Native head-to-head with outcome filters | Side-by-side runs (manual) | Prompt experiments + side-by-side (UI) | Manual setup | Not built-in |
5555| Custom judge builder | Auto-optimized GEPA judges with budget control | LLM-as-judge (manual) | LLM-as-judge (manual) | Basic LLM judges | LLM-as-judge templates |
5656| Agent trace evaluation | Upload, replay, judge every step | Trace logging + annotation | Trace logging + scoring | Trace logging only | Trace visualization |
5757| Eval generation ladder | Heuristic > model-graded > deliberation > GEPA | Single generation | Single generation | Single generation | Single generation |
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