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mabl

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mabl is an agentic testing platform for web, mobile, and APIs, featuring AI-native test automation, low-code authoring, and self-healing capabilities.

Website Docs Pricing
mabl Last verified: 2026-09-26

Overview and fit

Audience

Editorial judgment, not a vendor fact.

Compatibility

Test languages
JavaScript Natural language
Target operating systems
iOS Android
Browser engines
Chromium Firefox WebKit
Browsers
Chrome Edge Firefox Safari
Device modes
Simulator

What it tests

Product kind
Testing platform, AI testing agent
Testing types
End-to-end, Functional, Regression, API, Visual, Accessibility, Performance, Load
Targets
Web app, Native mobile, API, Email, PDF
Use cases
Pull request validation, Regression testing, Cross browser testing, Cross platform testing, Test maintenance, Test generation

Classification lists positively established capabilities. Absence from a list does not mean lack of support.

Creation and execution

Authoring methods
Natural language, AI-generated workflow, Imported tests, Code
Execution models
Browser protocol, Http client, Simulator
Deployment
SaaS
License
Proprietary

Capabilities

AI

Capability Status Details
Uses AI Supported Supported
AI test generation Supported Supported
AI executes the app Supported Supported
AI generates code only Unsupported Unsupported

Null · Null
Autonomous exploration Supported Supported
Vision-based interaction Unknown Unknown
Selector-free execution Unknown Unknown
Adapts to UI changes Supported Supported
Self-healing Supported Supported
AI failure analysis Supported Supported

Developer integrations

Capability Status Details
MCP server Supported Supported
VS Code extension Unknown Unknown
SDK Unknown Unknown

PR workflow

Capability Status Details
GitHub Supported Supported

Integration
CI execution Supported Supported

Integration
GitHub PR checks Supported Supported

Integration
PR-aware test selection Unknown Unknown
Autonomous PR validation Unknown Unknown
PR comments Unknown Unknown
Preview deployment testing Unknown Unknown
Merge gating Supported Supported

Integration
Scheduled execution Unknown Unknown

Creation and execution

Capability Status Details
Code authoring Supported Supported

Supports JavaScript, Appium snippets, and Playwright tests.
Recorder Supported Supported
Natural language authoring Supported Supported
Test import Supported Supported

Supports importing Postman collections.
Reusable steps Supported Supported
Parameterized tests Unknown Unknown
Test data generation Unknown Unknown

What it tests

Capability Status Details
Native desktop testing Unknown Unknown
Native mobile testing Supported Supported
Browser extension testing Unknown Unknown
Cross-browser testing Supported Supported
Cross-platform testing Supported Supported
Real device testing Unknown Unknown
Multi-tab testing Unknown Unknown
iframe testing Unknown Unknown
Canvas testing Unknown Unknown
PDF validation Supported Supported
File upload testing Unknown Unknown
File download testing Unknown Unknown
OAuth testing Unknown Unknown
Email testing Supported Supported
Notification testing Unknown Unknown
Video content validation Unknown Unknown

Validation

Capability Status Details
Visual regression Supported Supported
Semantic visual assertions Unknown Unknown
Accessibility checks Supported Supported
API assertions Supported Supported
Database assertions Unknown Unknown
Spelling and grammar checks Unknown Unknown
Dark and light mode testing Unknown Unknown
Performance measurement Supported Supported

Running

Capability Status Details
Local execution Supported Supported
Headless execution Unknown Unknown
Headed execution Unknown Unknown
Parallel execution Supported Supported
Test sharding Unknown Unknown
Auto-waiting Unknown Unknown
Automatic retries Unknown Unknown
Network mocking Unknown Unknown
Secrets injection Unknown Unknown
Private network access Unknown Unknown

Diagnosis

Capability Status Details
Screenshots Supported Supported
Video recording Unknown Unknown
Execution traces Unknown Unknown
Console logs Unknown Unknown
Network logs Unknown Unknown
Replay Unknown Unknown
Interactive debugging Unknown Unknown
Failure grouping Unknown Unknown

Enterprise

Capability Status Details
SSO (SAML) Unknown Unknown
SSO (OIDC) Unknown Unknown
SCIM Unknown Unknown
RBAC Unknown Unknown
Audit logs Unknown Unknown
Secrets management Unknown Unknown
Configurable retention Unknown Unknown
Private runners Unknown Unknown
On-premises deployment Unknown Unknown
Data residency Unknown Unknown
Training opt-out Unknown Unknown

Integrations

Capability Status Details
GitHub (CI/CD) Supported Supported

Integration

No source recorded
GitLab (CI/CD) Supported Supported

Integration

No source recorded
Jenkins (CI/CD) Supported Supported

Integration

No source recorded
Jira (Issue tracking) Supported Supported

Integration

No source recorded
Slack (Collaboration) Supported Supported

Integration

No source recorded
Microsoft Teams (Collaboration) Supported Supported

Integration

No source recorded
Postman (Testing) Supported Supported

Integration

No source recorded

Maintenance, reliability, and debugging

Setup difficulty
Low
Maintenance approaches
Self-healing, Ai regeneration
Maximum concurrency
null
Debug artifacts
Screenshot
Reliability mechanisms
Flaky test detection
Interfaces
Web UI, CLI, MCP

Pricing

Unknown

Models: CustomFree tier: UnavailableTrial: Available

Verified 2026-09-26 · Official pricing page[2]

Security and deployment

Certifications
SOC 2
Data regions
Unknown
Data retention
Unknown
Customer data used for training
Unknown

Support

Channels
Email, Slack, Dedicated engineer
Support SLA
Unknown

Sources and verification

  1. 1Agentic Testing · Official website · mabl · retrieved 2026-09-26

    Supports 14 claims · Vendor documented, high confidence · verified 2026-09-26

    • Adapts to UI changes
    • AI failure analysis
    • Autonomous exploration
    • Maintenance approach
    • Product kind
    • Product status
    • Reliability mechanisms
    • Selector-free execution
    • Self-healing
    • Summary
    • Testing types
    • Tool
    • Vendor
    • Vision-based interaction

    Test Maintenance: mabl detects what changed and proposes recoveries automatically, skipping the requirement of a manual rewrite.

    Agentic testing tools to keep you moving: Agentic Testing, AI-Native Test Automation, Low-Code Testing

    Agentic testing tools to keep you moving: mabl is how engineering and quality teams keep pace with agentic development.

    Failure Analysis: Automated root cause analysis helps teams distinguish regressions caused by flakiness from infrastructure noise, before a human has to get involved.

    Agentic testing tools to keep you moving: Web App Testing, Mobile App Testing, API Testing, Performance Testing

  2. 2mabl Pricing | mabl · Official pricing · mabl · retrieved 2026-09-26

    Supports 36 claims, high confidence · verified 2026-09-26

    • Auto-waiting
    • Automatic retries
    • Browser extension testing
    • Company size
    • Cross-platform testing
    • Deployment
    • Email testing
    • File download testing
    • File upload testing
    • Free tier
    • Headed execution
    • Headless execution
    • Interfaces
    • Local execution
    • Max concurrency
    • Native desktop testing
    • Native mobile testing
    • Network mocking
    • Notification testing
    • OAuth testing
    • Parallel execution
    • PDF validation
    • Pricing
    • Pricing
    • Pricing models
    • Private network access
    • Runner OS
    • Secrets injection
    • Setup difficulty
    • Support channels
    • Support SLA
    • Target OS
    • Targets
    • Test sharding
    • Trial
    • Video content validation

    Pricing That Unlocks All Your Testing Needs: Tailored pricing designed to cater to the requirements of both large and small teams

    Test your full stack: Scale infinitely in the cloud

    Pricing That Unlocks All Your Testing Needs: Customized Pricing to Deliver

    Test your full stack: Access to mabl CLI

    Scale with your team: Unlimited test run concurrency

    Build & maintain your coverage: Live in-product 24/5 support. Customer Success Manager (CSM). Technical Account Manager (TAM).

    Scale with your team: End-to-end testing for mobile apps, including unlimited parallel cloud test runs across iOS and Android devices.

    Build & maintain your coverage: Cover UI and API workflows across browsers and devices (web and mobile). Validate email workflows and document content.

    IS THERE A FREE TRIAL AVAILABLE?: Yes, mabl offers a free trial.

  3. 3Customer Terms of Service Agreement | mabl · Official website · mabl · retrieved 2026-09-26

    Supports 2 claims · Vendor documented, high confidence · verified 2026-09-26

    • License
    • License identifiers

    Terms of Service: mabl owns all worldwide right, title and interest, including all intellectual property and other proprietary rights, in and to the Service

  4. 4Agentic Low-Code Automation Platform | mabl · Official website · mabl · retrieved 2026-09-26

    Supports 11 claims · Vendor documented, high confidence · verified 2026-09-26

    • Audience
    • Authoring method
    • Code authoring
    • Execution model
    • Languages
    • Natural language authoring
    • Parameterized tests
    • Recorder
    • Reusable steps
    • Test data generation
    • Test import

    Better Quality Through Agentic Collaboration: This unified, collaborative approach lets developers stay in flow and QA teams test smarter, freeing everyone to focus on delivering high-quality code and features.

    Better Quality Through Agentic Collaboration: writing tests with natural language. Meanwhile, developers can leverage their expertise to extend low-code tests with full code access, creating reusable JavaScript and Appium snippets, and building on their open-source Playwright tests

    Supports JavaScript, Appium snippets, and Playwright tests.

    Better Quality Through Agentic Collaboration: writing tests with natural language. Meanwhile, developers can leverage their expertise to extend low-code tests with full code access, creating reusable JavaScript and Appium snippets

    Supports importing Postman collections.

  5. 5mabl Software Testing Tools Integration with GitHub | mabl · Official website · mabl · retrieved 2026-09-26

    Supports 10 claims · Vendor documented, high confidence · verified 2026-09-26

    • Autonomous PR validation
    • CI execution
    • GitHub
    • GitHub PR checks
    • Merge gating
    • PR comments
    • PR-aware test selection
    • Preview deployment testing
    • Scheduled execution
    • Use cases

    mabl Integration with GitHub: Require that the test check passes before a GitHub PR can be approved and merged

  6. 6Agentic web app UI testing | mabl · Official website · mabl · retrieved 2026-09-26

    Supports 20 claims · Vendor documented, high confidence · verified 2026-09-26

    • Accessibility checks
    • API assertions
    • Browser engines
    • Browsers
    • Console logs
    • Cross-browser testing
    • Dark and light mode testing
    • Database assertions
    • Debug artifacts
    • Execution traces
    • Failure grouping
    • Interactive debugging
    • Network logs
    • Performance measurement
    • Replay
    • Screenshots
    • Semantic visual assertions
    • Spelling and grammar checks
    • Video recording
    • Visual regression

    Author tests in natural language: Run tests across Chrome, Firefox, Safari, and Edge.

    Failures analyzed in plain language: mabl compares screenshots across runs and surfaces visual diffs that fall outside expected thresholds.

  7. 7Low-Code Test Creation for Mobile Apps | mabl · Official website · mabl · retrieved 2026-09-26

    Supports 5 claims · Vendor documented, high confidence · verified 2026-09-26

    • Canvas testing
    • Device modes
    • iframe testing
    • Multi-tab testing
    • Real device testing

    Build coverage for iOS and Android: No device lab to manage, no simulators to configure. Tests run at scale against multiple OS versions simultaneously.

  8. 8AI Test Automation for Agentic Workflows | mabl · Official website · mabl · retrieved 2026-09-26

    Supports 4 claims · verified 2026-09-26

    • AI executes the app
    • AI generates code only
    • AI test generation
    • Uses AI
  9. 9mabl MCP overview | mabl docs for AI agents · Official docs · mabl · retrieved 2026-09-26

    Supports 3 claims · verified 2026-09-26

    • MCP server
    • SDK
    • VS Code extension
  10. 10Test Automation Integrations Across DevOps Workflow | mabl · Official website · mabl · retrieved 2026-09-26

    Supports 1 claim · Vendor documented, high confidence · verified 2026-09-26

    • Integrations

    Integrations across your entire stack: Jira, Slack, Microsoft Teams, GitHub, Atlassian Rovo, Postman, GitLab, Jenkins, Bitbucket, Azure Pipelines, Bamboo, CircleCI, Octopus Deploy, BigQuery, WebHooks

  11. 11AI software testing tools that provide evidence and traceability | mabl · Official website · mabl · retrieved 2026-09-26

    Supports 14 claims · Vendor documented, high confidence · verified 2026-09-26

    • Audit logs
    • Certifications
    • Configurable retention
    • Customer data used for training
    • Data regions
    • Data residency
    • On-premises deployment
    • Private runners
    • RBAC
    • SCIM
    • Secrets management
    • SSO (OIDC)
    • SSO (SAML)
    • Training opt-out

    Run your AI transformation with confidence: AICPA SOC Badge

Hands-on tested: no (documentation research only) · Content updated 2026-09-26