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Map / Engineering / Observability & Evals

Observability & Evals

29 tools+ 2 community

LLM observability and evaluation: tracing and monitoring with Langfuse, Helicone, and Arize, eval frameworks like Braintrust, DeepEval, and LangSmith, plus explainability tools and prompt management. Tracing shows what your models do in production; evals tell you whether they do it well. Community model rankings live in Benchmarks & Leaderboards.

  • Solid: curated by our editors.
  • Dashed: added by makers, not reviewed yet.
  • Seal: Verified maker.

LLM Observability 7+ 1 community

Model Monitoring 4

LLM Evaluation & Benchmarking 9

Explainability & Alignment 5

Prompt Management 4+ 1 community

Built something for Observability & Evals? Submit it and it appears here with a dashed edge. When an editor adds it to the map, it gets the solid one.

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Questions

How many Observability & Evals tools are there?

The map has 29 tools in Observability & Evals, plus 2 added by makers that are not reviewed yet, sorted into 5 sub-lines: LLM Observability, Model Monitoring, LLM Evaluation & Benchmarking, Explainability & Alignment and Prompt Management.

How does AI Landscape rank Observability & Evals?

By use, not votes: each member who marks a tool "I use this" counts once. Until enough members have marked them, the list here goes by sub-line and name. Editors place curated tools on the map; makers can submit their own, which appear with a dashed edge until reviewed.

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