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Best Test Flakiness Management Software in 2026 — page 2

  1. 26

    GitLab CI/CD

    Free plan LinuxMacWeb+1
    6.3 Free plan · paid from $29/user/mo (annual) Visit site
  2. 27

    Harness CI

    Free plan Web

    Choose Harness CI if you need web-based CI with hosted or self-hosted runner options and pull request checks.

    6.2 Free plan Visit site
  3. 28

    Pastry

    Paid Web

    Pastry focuses on flaky-test detection, prioritization, and controlled quarantine workflows. Its volume-based pricing and retention terms should be reviewed alongside the team’s test counts.

    5.0 From $150 Visit site
  4. 29

    Flaky Test Detective

    Paid

    Flaky Test Detective provides open-source analysis, reporting and quarantine for recurring test failures.

    4.9 Open source Visit site
  5. 30

    Datadog Test Optimization

    Paid Web
    4.8 From $20/mo (annual) · 14-day trial Visit site
  6. 31

    QMetry Test Management

    Paid Web
    4.1 Pricing on request · 15-day trial Visit site