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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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DimensionBraintrustConfident AI
Overall8.28.0
Capability fit9.28.6
Price / performance7.57.8
Latency / reliability8.68.0
Developer & agent DX8.89.0
Privacy / data retention8.07.8
Lock-in risk (higher = worse)5.04.5
Maturity / track record8.27.2
PricingEval-first platform; data-based pricing with unlimited seats on many plans; strong CI eval story.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…