Confident AI
Best when your team already thinks in pytest/DeepEval. Braintrust remains Depot hosted-evals default…
Best when your team already thinks in pytest/DeepEval. Braintrust remains Depot hosted-evals default; Promptfoo for OSS/CLI; Confident when DeepEval is the standard. Strengths: DeepEval pytest-native CI path; Shared datasets/metrics for eng+QA+PM; Cheap tracing ($1/GB-mo) vs peers.
Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.
Best when your team already thinks in pytest/DeepEval. Braintrust remains Depot hosted-evals default; Promptfoo for OSS/CLI; Confident when DeepEval is the standard.
Strengths
- · DeepEval pytest-native CI path
- · Shared datasets/metrics for eng+QA+PM
- · Cheap tracing ($1/GB-mo) vs peers
Weaknesses
- · Starter jumps to $200/mo
- · Less brand gravity than Braintrust/LangSmith
- · Younger enterprise install base
Pricing notes
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/mo (unlimited projects, 75 GB-mo). Enterprise custom (on-prem, HIPAA, residency). Online eval tokens ~$0.05/$0.40 per 1M in/out.
Sourced pricing
Contract status unavailable · no_sourced_price. Single normalized $/1M: null. Machine list: /api/pricing?provider=confident-ai
No sourced SKU row. Notes above stay prose.
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