mabl

What it does

mabl takes in application under test, along with test descriptions, flows, or Jira tickets, and produces runnable automated tests. Its agents run those tests, classify failures as regressions, environment issues, or stale tests, and maintain coverage as the application changes. Output includes dashboards, quality scores, flakiness reports, and failure summaries.

People use mabl from their coding agent, terminal, or CI pipeline, and from collaboration tools like Jira, Slack, and Teams. Developers can run tests locally through the MCP Server or CLI, and runs can be triggered on pull requests in GitHub or GitLab, or from Jenkins. Distinctive features described include auto-healing, failure classification, test impact analysis, and natural-language assertions for non-deterministic AI features.

Suited to engineering and quality teams, including enterprise organizations that need SSO, role-based access, and SOC 2 Type II compliance. Access is through a demo or free trial, with local test runs free and cloud runs governed by credits. Limitations include quote-based enterprise pricing and a 500-credit monthly starting allowance for cloud test runs.

What it can do

• Authors runnable tests from a described flow, pasted Jira ticket, or Atlassian Rovo
• Auto-heals tests mid-run and logs actions during execution
• Classifies failures as regressions, environment issues, or test issues
• Provides account-level dashboards, quality scores, and flakiness reports
• Runs test impact analysis and parallel cloud execution
• Validates non-deterministic AI app outputs with natural-language assertions

Works with

• GitHub
• GitLab
• Jenkins
• Jira
• Slack
• Microsoft Teams
• Atlassian Rovo
• Postman
• Playwright
• BigQuery

Before you choose

• Cloud test runs are metered in credits, with a starting allowance of 500 credits per month shared across UI, API, performance, and accessibility testing.
• Local test runs are free and unlimited, but cloud pricing requires a quote.
• Enterprise features such as SSO, RBAC, and priority support are described for larger organizations.

Listed under

• Coding
• Code review and testing
• Agentic testing
• API testing
• Ci/cd
• Developers
• Mobile testing
• QA

Get started

Demo request or a 14-day free trial; no setup required to see fit.

1. Connect mabl to your IDE, Cursor, or CLI via the MCP Server or CLI.
2. Connect your CI pipeline (GitHub, GitLab, or Jenkins) to trigger test runs on pull requests.
3. Configure test ID attributes so mabl anchors on stable hooks your team already ships.

A 14-day free trial is available. Cloud test runs consume credits, starting at 500 per month. Local test runs are free. Mobile app testing and Technical Account Manager are add-ons. Contact mabl for a quote.

14-day free trial.

Source: mabl.com/pricing, checked 29 Oct 2026. Prices can change; check before you buy.

Sources for this overview

Product pages, documentation, and pricing checked 29 Oct 2026. Each source supports part of the overview; availability and prices can change.

• Agentic Testing Platform for Web, Mobile, and APIs | mabl ↗www.mabl.com
• mabl Pricing | mabl ↗www.mabl.com
• Automated Testing Tools for Developers | mabl ↗www.mabl.com
• Agentic Testing for the Next Generation of Software | mabl ↗www.mabl.com
• AI-Native Test Automation for AI-Powered Apps | mabl ↗www.mabl.com

Company website

mabl.com: product, pricing and policy pages

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Human review

Checked by a person

knowledge_base

manual_review

Last checked 29 Oct 2026. Every field keeps its source and date; unknown means we couldn’t confirm it.