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Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.

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DimensionPromptfooConfident AI
Overall8.48.0
Capability fit8.28.6
Price / performance9.27.8
Latency / reliability7.88.0
Developer & agent DX8.89.0
Privacy / data retention9.07.8
Lock-in risk (higher = worse)2.54.5
Maturity / track record8.07.2
PricingAs of 2026-10-24 (promptfoo.dev/pricing, fetched 2026-10-24): Community 'Free Forever' ('Our open-source tool, perfect for individual developers and small teams.') with 'Red teamin…As of 2026-09-14 (confident-ai.com/pricing): Free forever (2 seats, 1 project, 5 test runs/week, 1 GB-mo traces). Starter $200/mo (5 projects, 5 GB-mo then $1/GB-mo). Team $2,000/m…