18.3
TestMu AI is a quality engineering platform for testing web, mobile, and AI applications.
Free planAndroidiOSWeb
Best CI Failure Analysis and Flaky Test Tools in 2026
CI failure analysis and flaky test tools help teams review failed builds, spot unreliable tests and trace failures to likely causes. The chart compares flaky test detection, root-cause analysis, AI fix suggestions, test quarantine, CI integrations and failure history. The listed platforms include web, Linux, self-hosted, macOS, Windows and API access.
28.2
Qualflare is an AI-powered test management and observability platform for teams that want to collect CI results, organize failures, detect flaky…
Free planAndroidiOSWeb
37.9
BuildPulse is a CI and test-health platform with flaky-test detection, coverage tracking, engineering metrics, CI runners, and AI code review.
Free planWebAPILinux
- 4
Buildkite
Buildkite Pipelines is a CI/CD platform that turns pipeline steps into jobs dispatched to agents.
Free planWebAPIExtensionLinux7.3From $30 a month - 5
Flakiness.io
Flakiness.io analyzes test results from GitHub and GitLab repositories to help teams spot flaky tests and regressions across commits.
Free planWebSelf-hosted6.9From $49 a month - 6
Mergify
Mergify automates pull-request merging and CI workflows for teams working toward a green main branch.
Free planWebAPISelf-hosted6.8From $21 a month - 7
Argos
Argos is a visual testing platform for storing uploaded screenshots, comparing them across builds, and reviewing visual changes.
Free planWebAPI6.7$100 usage-based - 8
Jenkins
Jenkins is a free, open-source automation server for continuous integration and continuous delivery.
WebLinuxmacOSSelf-hosted6.3 - 9
Trunk Flaky Tests
Trunk Flaky Tests detects, quarantines, and helps teams address unreliable tests across languages, test runners, and CI providers.
Free planWebSelf-hosted6.3Free plan - 10
Currents
WebAPISelf-hosted6.2From $49 a month - 11
Harness CI
Harness CI is a web-based continuous integration product with hosted use and self-hosted runners.
Free planWeb5.8Free plan - 12
Pastry
Web5.8From $150 a month - 13
Flake
Flake is a free, cross-platform Go command-line tool for finding, diagnosing and replaying flaky tests.
LinuxmacOSSelf-hostedWindows5.5 - 145.4
- 155.4From $20 a month
- 16
Daxtack
WebLinuxmacOSWindows5.0 - 17
AetherCI
Web4.6 - 184.6
- 19
FailBrief
Web4.6 - 20
The Plumber
Web4.6 - 21
FlaPy
Linux4.4
Choosing well
Check platform access
The tools run across web, Linux, self-hosted, macOS, Windows and API environments. Match the delivery model to where your CI data and development work live.
No Android app is listed in the supplied facts. If you need to review failures on a phone or tablet, confirm mobile access with the product before signing up.
Compare free and paid terms
A free plan is available from products in this category, while other tools list paid plans or trials. Check whether the free option fits your expected use before moving to a paid tier.
Published starting prices include $9 per month for FailBrief, $25 for Daxtack, $30 per user for Buildkite and $99 for AetherCI. Cloud-Radar is described as open source.
Match the analysis features
Compare flaky test detection with failure root-cause analysis, AI fix suggestions and failure history. These features address different steps in reviewing a failed build.
Test quarantine can help separate unreliable tests from a current failure. Check how the tool presents this capability alongside its history and diagnosis features.
Review CI integration
CI integrations are a stated comparison point for this chart. Check the integrations and API option against the CI system that produces your test results.
Self-hosted and web choices can affect where failure data is handled. Confirm the platform arrangement that fits your workflow and policy needs.
Questions people ask
Can I start without paying?
A free plan is offered by products in this category. Trial periods are also listed for products such as Buildkite, BuildPulse, Currents and Develocity Flaky Tests.
Which tools list open-source access?
Cloud-Radar is listed as open source. Flake is listed as free, but the supplied facts do not describe its licence.
What analysis features should I compare?
Compare flaky test detection, failure root-cause analysis, AI fix suggestions, test quarantine and failure history, along with CI integrations.
Are paid prices published?
Several products publish starting prices, while Develocity Flaky Tests lists pricing on request. Check the current product terms before choosing.