NiceEval

Local-first eval tool for testing and improving AI agents against real usage data.

Webfreeglobal

NiceEval is a local-first evaluation tool that helps teams building AI agents measure and improve behavior at a fine grain — multi-turn conversations, tool calls, and skill loading — rather than simple input/output pairs. Teams run evals in their own environment and inspect sealed results in a web view or via CI.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of NiceEval - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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