Momentic

Overview and fit

Compatibility

Test languages

YAML Natural language JavaScript

Runner operating systems

Windows macOS Linux

Target operating systems

iOS Android

Browser engines

Chromium

Browsers

Chrome

Device modes

Emulator Simulator

What it tests

Product kind

Testing platform, AI testing agent

Testing types

End-to-end, Functional, Regression, Smoke, API, Visual, Accessibility

Targets

Web app, Native mobile, API

Use cases

Pull request validation, Regression testing, Release gating, 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

Code, Natural language, AI-generated code, AI-generated workflow

Execution models

Browser protocol, Emulator, Simulator, Http client

Deployment

SaaS, Local

License

Proprietary

Capabilities

Maintenance, reliability, and debugging

Setup difficulty

Low

Maintenance approaches

Self-healing, Ai regeneration, Resilient locators

Maximum concurrency

null

Debug artifacts

Screenshot, Network log, Video, Trace

Reliability mechanisms

Auto wait, Retry, Flaky test detection

Interfaces

CLI, MCP

Pricing

Security and deployment

Certifications

SOC 2 Type 2

Data regions

us, eu, as

Data retention

Unknown

Customer data used for training

Unknown

Support

Channels

Docs, Email

Support SLA

Unknown

Related pages

• AI Testing Tools
• Testing Tools with GitHub Integrations
• Top 24 AI Testing Tools for Developers
• Top 26 AI Testing Tools for QA Engineers
• Top 16 AI Testing Tools for SDETs
• Top 22 AI Testing Tools for Chrome
• Top 16 AI Testing Tools for JavaScript
• Top 21 AI Testing Tools for Natural Language
• Top 20 AI Testing Tools for iOS
• Top 20 AI Testing Tools for Android
• Top 20 AI Testing Tools That Run on Windows
• Top 19 AI Testing Tools That Run on macOS
• Top 21 AI Testing Tools That Run on Linux
• Top 14 AI Testing Tools for Emulators
• Top 11 AI Testing Tools for Simulators
• Momentic alternatives

Sources and verification

1. 1AI Testing Platform: 117k Bugs Caught | Momentic · Official website · Momentic · retrieved 2026-09-26

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

   • Certifications
   • Product kind
   • Product status
   • RBAC
   • SSO (SAML)
   • Summary
   • Support channels
   • Support SLA
   • Tool
   • Vendor

   Title: SOC 2 Type 2

   Heading: The agentic quality platform.

   Title: AI Testing Platform: 117k Bugs Caught | Momentic

   Title: Priority support | Documentation Index: Documentation Index

   Title: 99.99% uptime SLA

2. 2Web commands - Momentic · Official docs · Momentic · retrieved 2026-09-26

   Supports 13 claims · Vendor documented, high confidence · verified 2026-09-26

   • Accessibility checks
   • API assertions
   • Debug artifacts
   • File upload testing
   • Network logs
   • Network mocking
   • Screenshots
   • Selector-free execution
   • Semantic visual assertions
   • Targets
   • Testing types
   • Vision-based interaction
   • Visual regression

   Web commands: assert | Run an AI assertion against the DOM, accessibility tree, and screenshot. | Web commands: recordRequests | Start recording every request that matches a URL pattern. | Documentation Index: Results Runs, videos, traces, and local reports

   Web commands: Web commands | Mobile: Mobile

   Web commands: Run an AI assertion against the DOM, accessibility tree, and screenshot.

3. 3How Momentic works - Momentic · Official docs · Momentic · retrieved 2026-09-26

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

   • AI executes the app
   • AI generates code only
   • Audience
   • Authoring method
   • Code authoring
   • Deployment
   • Languages
   • Natural language authoring
   • Parameterized tests
   • Reusable steps
   • Uses AI

   Run locally and in CI: repeatable verification after a change leaves a developer’s machine.

   How Momentic works: Momentic tests combine exact, reviewable steps with goal-driven AI execution in one YAML file.

   Run locally and in CI: A test provides immediate feedback during development and repeatable verification after a change leaves a developer’s machine.

   How Momentic works: Momentic tests combine exact, reviewable steps with goal-driven AI execution in one YAML file. | Code integration: JavaScript steps run custom code in a sandboxed Node environment

4. 4Pricing | Momentic · Official pricing · Momentic · retrieved 2026-09-26

   Supports 8 claims · Vendor documented, high confidence · verified 2026-09-26

   • Company size
   • Configurable retention
   • Free tier
   • License
   • License identifiers
   • Pricing
   • Pricing models
   • Trial

   Pricing: Enterprise

   Pricing: Free

   Pricing: Pay-as-you-go

5. 5GitHub Actions - Momentic · Official docs · Momentic · retrieved 2026-09-26

   Supports 6 claims · Vendor documented, high confidence · verified 2026-09-26

   • CI execution
   • GitHub
   • GitHub PR checks
   • Integrations
   • Merge gating
   • Use cases

   GitHub Actions: GitHub Actions

   GitHub Actions: Gate a pull request from a coding agent

6. 6Run from the command line - Momentic · Official docs · Momentic · retrieved 2026-09-26

   Supports 9 claims, high confidence · verified 2026-09-26

   • Interfaces
   • Max concurrency
   • Parallel execution
   • Preview deployment testing
   • Runner OS
   • Secrets injection
   • Secrets management
   • Setup difficulty
   • Test sharding

   Run from the command line: npx momentic run | MCP: MCP

   Run from the command line: Use --parallel 4 or --parallel auto to run tests concurrently.

   Run from the command line: npx momentic run

7. 7Hosted test environments - Momentic · Official docs · Momentic · retrieved 2026-09-26

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

   • Browser engines
   • Browsers
   • Cross-browser testing
   • Cross-platform testing
   • Data regions
   • Data residency
   • Device modes
   • Execution model
   • Native mobile testing
   • Real device testing
   • Target OS

   Hosted test environments: Hosted Chrome browsers

   Hosted test environments: To pin emulators to a single jurisdiction (us, eu, or as) for data residency

   Hosted test environments: Android emulators, iOS simulators

8. 8Welcome to Momentic - Momentic · Official website · Momentic · retrieved 2026-09-26

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

   • Autonomous exploration
   • Autonomous PR validation
   • Browser extension testing
   • Canvas testing
   • Code samples
   • Console logs
   • Dark and light mode testing
   • Database assertions
   • Debug artifacts
   • Editorial · Limitations
   • Email testing
   • Execution traces
   • File download testing
   • Headed execution
   • Headless execution
   • iframe testing
   • Multi-tab testing
   • Native desktop testing
   • Notification testing
   • OAuth testing
   • On-premises deployment
   • PDF validation
   • PR comments
   • Private network access
   • Private runners
   • Recorder
   • Replay
   • Scheduled execution
   • SDK
   • Spelling and grammar checks
   • Support channels
   • Test data generation
   • Test import
   • Video content validation
   • Video recording
   • VS Code extension

   Documentation Index: Examples Working web, iOS, and Android projects

   Web commands: assert | Run an AI assertion against the DOM, accessibility tree, and screenshot. | Web commands: recordRequests | Start recording every request that matches a URL pattern. | Documentation Index: Results Runs, videos, traces, and local reports

   Documentation Index: Common problems Fixes for the errors support sees most

   Title: Priority support | Documentation Index: Documentation Index

9. 9AI test maintenance - Momentic · Official docs · Momentic · retrieved 2026-09-26

   Supports 9 claims · Vendor documented, high confidence · verified 2026-09-26

   • Adapts to UI changes
   • AI failure analysis
   • Auto-waiting
   • Automatic retries
   • Failure grouping
   • Maintenance approach
   • Reliability mechanisms
   • Self-healing
   • Uses AI

   AI test maintenance: Locator auto-healing re-resolves a stale target or waits for the page to settle. | AI test maintenance: Permanent healing uses classification and triage to explain the failure, decide whether it is healable, and permanently repair the test when possible.

   AI test maintenance: Locator auto-healing re-resolves a stale target or waits for the page to settle. | AI test maintenance: Failure recovery generates temporary steps to clear an obstruction, then retries the failed step. | AI test maintenance: Quarantine keeps an unresolved flaky test running and collecting data without letting it block CI.

10. 10Coding agent skills - Momentic · Official docs · Momentic · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • AI test generation
11. 11MCP - Momentic · Official docs · Momentic · retrieved 2026-09-26

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

    • Interfaces
    • MCP server

    Run from the command line: npx momentic run | MCP: MCP

12. 12AI test selection - Momentic · Official docs · Momentic · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • PR-aware test selection
13. 13Performance - Momentic · Official docs · Momentic · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • Performance measurement
14. 14Local app - Momentic · Official docs · Momentic · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • Interactive debugging
15. 15Security and AI data use | Momentic · Official security · Momentic · retrieved 2026-09-26

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

    • Audit logs
    • Customer data used for training
    • SCIM
    • SSO (OIDC)
    • Training opt-out

    Security and AI data use: Data from self-serve accounts can be used to improve Momentic's own agents.

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