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Best CI Failure Analysis And Flaky Test Tools in 2026

  1. 1

    Buildkite

    Free plan APIExtensionLinux+4

    Buildkite combines pipeline execution with test-result management and a choice of agent hosting. Its free and Pro plans have stated user and concurrency limits.

    7.6 Free plan · paid from $30/user/mo · 30-day trial Visit site
  2. 2

    BuildPulse

    Free plan APILinuxMac+2

    BuildPulse focuses on test reliability and CI health, with coverage tracking and runner options alongside flaky-test analysis.

    7.6 From $99/mo · 14-day trial Visit site
  3. 3

    Argos

    Free plan APIWeb

    Argos provides screenshot comparison plus support for text-based diffs and common testing integrations.

    7.4 Free plan · paid from $100/mo Visit site
  4. 4

    Flake

    Free plan LinuxMacSelf-hosted+1

    Flake provides local detection, diagnosis, minimization, and replay for flaky tests, with GitHub Actions support for CI reporting.

    7.0 Free plan Visit site
  5. 5

    Flakiness.io

    Free plan Self-hostedWeb

    Flakiness.io combines cross-commit test analysis with reports and uploaded run artifacts. Consider its storage and retention limits, or ask the maker about self-hosted licensing.

    7.0 Free plan · paid from $49/mo Visit site
  6. 6

    Mergify

    Free plan APISelf-hostedWeb

    Choose Mergify if your team wants pull request queues, CI insights, flaky-test tools, and configurable merge protections in one service.

    7.0 Free plan · paid from $21/user/mo · 14-day trial Visit site
  7. 7

    Qualflare

    Free plan AndroidAPIiPhone+4

    Qualflare brings manual test management, automated result collection, and AI-assisted failure analysis into one platform.

    7.0 Free plan · paid from $16/user/mo (annual) · 14-day trial Visit site
  8. 8

    TestMu AI

    Free plan AndroidAPIExtension+6

    TestMu AI combines AI-assisted test workflows with several deployment choices and a broad integration list.

    7.0 Free plan · paid from $15/mo (annual) Visit site
  9. 9

    Jenkins

    Free plan LinuxMacSelf-hosted+2

    Jenkins offers a wide range of CI/CD workflows, deployment formats, and community plugins without a software fee.

    6.8 Free plan Visit site
  10. 10

    Cloud-Radar

    Free plan

    Cloud-Radar provides local template checks as well as functional testing through Taskcat and boto3.

    6.6 Open source Visit site
  11. 11

    Trunk Flaky Tests

    Free plan Self-hostedWeb

    Trunk Flaky Tests combines failure analysis, automatic quarantine, and test-run analytics, with a free tier for small teams.

    6.6 Free plan Visit site
  12. 12

    Currents

    Free trial APISelf-hostedWeb

    Currents combines shared Playwright diagnostics, CI orchestration, flaky-test controls, and reporting.

    6.3 From $49/mo · 14-day trial Visit site
  13. 13

    Daxtack

    Free plan LinuxMacWeb+1
    6.3 Free plan · paid from $25/mo Visit site
  14. 14

    AetherCI

    Free plan Web
    6.2 Free plan · paid from $99/mo Visit site
  15. 15

    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.

    6.1 Free plan Visit site
  16. 16

    FailBrief

    Free plan Web
    5.8 Free plan · paid from $9/mo Visit site
  17. 17

    FlaPy

    Free plan Linux
    5.7 Free plan Visit site
  18. 18

    The Plumber

    Free plan Web
    5.4 Free plan Visit site
  19. 19

    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
  20. 20

    Datadog Test Optimization

    Paid Web
    4.8 From $20/mo (annual) · 14-day trial Visit site
  21. 21

    Develocity Flaky Tests

    Paid Web
    4.3 Pricing on request · 30-day trial Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

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