AI models and infrastructure

Model evaluation tools

Tools for benchmarking model quality, behavior, safety, or task performance

Model evaluation tools is growing faster than its peers in agent skills (1.2× the typical product there). The fastest product is evaluation-methodology, up 1.4×. 45 products measured, as of Oct 10, 2026.

How we measure

Where it grows against its peers

  • Agent skills8 products1.20×
  • Open models5 products0.61×

The line marks 1×: the typical product in that place.

Fastest products

  1. 1evaluation-methodologyAgent skills1.4×
  2. 2llm-evaluationAgent skills1.4×
  3. 3edge-strategy-reviewerAgent skills1.4×
  4. 4eval-engineeringAgent skills1.3×
  5. 5ponytail-gainAgent skills1.3×
  6. 6google-agents-cli-evalAgent skills1.2×
  7. 7langsmith-online-eval-engineeringAgent skills1.1×
  8. 8Inspect AICode editor extensions1.1×

Model evaluation tools: quick answers

Yes. Products in model evaluation tools are growing faster than their peers in agent skills, most of all in agent skills (1.2× the typical product).

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