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How we choose partners

We help you find the best — independent testing, benchmarks, and user surveys.

Selection steps

  1. Discovery – market scan & product interviews.
  2. Technical review – API, SDKs, security posture.
  3. Benchmarks – quality, latency, reliability, cost.
  4. User evidence – reference calls & public feedback.

Conflict of interest

Editorial scores are independent of any commercial relationship. Partners cannot buy rankings.

Affiliate disclosure

Affiliate links may appear; they are marked and never change our advice.