M

Momentic

by Momentic Inc.

Developer ToolsAI Agents & OrchestrationAutomation & Workflows

Agentic QA platform that writes, runs and self-heals end-to-end tests for web and mobile apps

Freemium · Usage-based · Contact for pricing·Added Sep 29, 2026·Updated Sep 29, 2026
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THE DAILY BRIEF
Momentic

by Momentic Inc.

Developer ToolsAI Agents & OrchestrationAutomation & Workflows

Agentic QA platform that writes, runs and self-heals end-to-end tests for web and mobile apps

Freemium · Usage-based · Contact for pricing

Momentic is an AI testing platform that writes, runs and repairs end-to-end tests for web, iOS and Android apps from plain-English intent. It is built for engineering teams shipping AI-generated code faster than they can hand-maintain Playwright or Selenium suites, and removes the selector maintenance and flaky-test triage that eat QA time.

At a Glance

Category
Developer Tools
Pricing
Freemium, Usage-based, Contact for pricing
Target Market
CTOs, VPs of Engineering, QA Leads, Enterprise Developers
Deployment
Cloud-first, API-based
Founded
2023
Headquarters
San Francisco, United States
Customers
2,600 users (TechCrunch, Nov 2025)

Key Features

  • ✓Natural-language test authoring
  • ✓Self-healing locators
  • ✓Mo scriptless QA agent
  • ✓Failure Classification agent
  • ✓CLI, CI recipes and MCP server
  • ✓Web and mobile coverage

Capabilities

✗text generation
✗image generation
✗video generation
✓code generation
✓workflow automation
✓api access
✗audio generation
✗fine tuning
✓agent orchestration

Use Cases

  • •PR gating for AI-generated code
  • •Maintenance-free regression suites
  • •Pre-release exploratory testing
  • •Tests from product requirements
  • •Mobile app smoke testing

Ideal For

Best For

  • ✓Product engineering teams whose Playwright/Selenium suites break on frequent UI refactors
  • ✓Gating pull requests and preview deploys with natural-language E2E tests in CI
  • ✓Teams using AI coding agents that need an automated verification layer for generated code
  • ✓Exploratory regression testing of web apps before release via the Mo agent
  • ✓React Native, Expo and Flutter teams testing on iOS simulators and Android emulators

Not Ideal For

  • ✗Teams that need cross-browser coverage on Safari or Firefox — web tests run on Chromium only
  • ✗Organisations with strict data-residency or air-gapped requirements, since execution defaults to Momentic's cloud and needs access to staging
  • ✗Mobile teams that must test on physical devices — only simulators and emulators are supported
  • ✗Buyers who want a fully managed, human-verified QA service rather than a self-serve platform

Market Analysis

AI-nativeDeveloper-firstMid-market to enterprise

Pros

  • ✓Plain-English tests lower the bar for who can write and maintain E2E coverage
  • ✓Self-healing reportedly repaired 93% of broken selectors after a major UI refactor in one independent evaluation
  • ✓Published free tier and pay-as-you-go pricing with SOC 2 Type 2 on all plans
  • ✓Named production customers including Notion, Xero, Webflow and Retool

Cons

  • ✗Web testing is Chromium-only — no Safari or Firefox coverage
  • ✗Tests live in Momentic's format and infrastructure; independent reviewers flag vendor lock-in when leaving
  • ✗Flake rate of roughly 1-3% per one comparison, mostly from AI misidentifying look-alike elements in tables and card grids
  • ✗About 10-15% of natural-language tests need tweaking on first attempt, per the same review
  • ✗Cloud execution adds CI latency and requires granting a third party access to staging environments

Pricing

Free

$0

  • ✓2,000 credits/month (~200 test runs)
  • ✓AI test authoring
  • ✓30-day results retention
  • ✓Google SSO
  • ✓No credit card required

Pay-as-you-go

From $125/mo

  • ✓10,000 credits/month (~1,000 test runs)
  • ✓Overage at $0.01875/credit
  • ✓5 Android + 5 iOS devices
  • ✓5 phone numbers for SMS/OTP testing
  • ✓Shared Slack channel

Enterprise

Contact for pricing

  • ✓Test-based pricing
  • ✓SAML SSO and SCIM
  • ✓Audit log
  • ✓Unlimited phone numbers and inboxes
  • ✓Uptime SLA and dedicated account manager

Metered in credits (roughly 10 credits per test run): a free tier of 2,000 credits, then $125/month for 10,000 credits with overage at $0.01875 per credit. SAML SSO, SCIM, audit logs and SLAs are Enterprise-only at custom, test-volume-based pricing. Some third-party comparison sites quote different plan prices; the vendor's published pricing page is the source here.

Security & Compliance

✓soc2
✗gdpr
✗hipaa
✗iso27001
✓sso
✗data residency

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Momentic is an AI testing platform that writes, runs and repairs end-to-end tests for web, iOS and Android apps from plain-English intent. It is built for engineering teams shipping AI-generated code faster than they can hand-maintain Playwright or Selenium suites, and removes the selector maintenance and flaky-test triage that eat QA time.

Momentic is a San Francisco-based, Y Combinator W24 company founded in late 2023 by Wei-Wei Wu (CEO) and Jeff An (CTO) that sells what it calls an agentic quality platform. Instead of CSS or XPath selectors, teams describe user flows in natural language; Momentic's agents use language models and computer vision to locate elements, execute steps and re-locate them when the UI changes, so tests self-heal after refactors. Tests are stored as an intent-based YAML format readable by humans and AI, run from a CLI on a laptop, in CI (GitHub Actions and CircleCI recipes are documented) or in a cloud sandbox, and a local MCP server gives coding agents a live browser or device to author and triage tests. Web tests run on Chromium only; mobile runs on iOS simulators and Android emulators, not physical devices. A June 2026 platform update added an Explore agent that expands coverage and a Failure Classification agent that opens pull requests to heal non-bug failures. On September 28, 2026 the company launched Mo, a scriptless QA agent: given an app URL, credentials and intent, it deploys a swarm of agents across thousands of permutations and returns video and repro steps per failure, optionally exporting a script. Momentic raised a $15M Series A led by Standard Capital in November 2025 (total $19.2M) and names Notion, Xero, Webflow, Retool and Bilt as customers.

Ideal Buyer

An engineering or QA lead at a SaaS company whose E2E suite breaks on every UI change and whose release velocity has jumped with AI coding tools.

Key Benefit

End-to-end coverage written in plain English that repairs itself after UI changes, cutting test-maintenance time.

At a Glance

Category
Developer Tools
Pricing
Freemium, Usage-based, Contact for pricing
Target Market
CTOs, VPs of Engineering, QA Leads, Enterprise Developers
Deployment
Cloud-first, API-based
Founded
2023
Headquarters
San Francisco, United States
Customers
2,600 users (TechCrunch, Nov 2025)

Key Features

  • ✓
    Natural-language test authoring

    Describe critical user flows in plain English and the AI turns them into executable browser or mobile steps, so non-specialists can contribute tests.

  • ✓
    Self-healing locators

    Elements are found by intent and vision rather than brittle selectors, so tests re-locate targets after UI refactors instead of failing.

  • ✓
    Mo scriptless QA agent

    Given a URL, credentials and intent, a swarm of agents explores thousands of permutations and returns video plus repro steps for every failure found.

  • ✓
    Failure Classification agent

    Categorises failing runs as real bugs or test issues and opens pull requests to heal the non-bugs, reducing manual triage.

  • ✓
    CLI, CI recipes and MCP server

    Run tests locally, in GitHub Actions or CircleCI, or give coding agents a live browser through a local MCP server for authoring and triage.

  • ✓
    Web and mobile coverage

    One platform covers Chromium web apps plus iOS simulator and Android emulator builds, including React Native, Expo and Flutter apps.

Capabilities

✗text generation
✗image generation
✗video generation
✓code generation
✓workflow automation
✓api access
✗audio generation
✗fine tuning
✓agent orchestration

Use Cases

  • •
    PR gating for AI-generated code

    Run natural-language E2E suites on every pull request and preview deploy so code from AI assistants is verified before merge.

  • •
    Maintenance-free regression suites

    Replace a brittle selector-based Playwright suite with self-healing tests that survive redesigns, freeing engineers from constant test repair.

  • •
    Pre-release exploratory testing

    Point Mo at a staging URL with credentials and receive video-backed bug reports across thousands of permutations before a launch.

  • •
    Tests from product requirements

    Feed PRDs, Jira or Linear tickets and Confluence pages to Mo so it tests the behaviour specified, then export a script if a suite is wanted.

  • •
    Mobile app smoke testing

    Automate iOS and Android flows on simulators and emulators for React Native or Flutter apps without maintaining separate native test frameworks.

Ideal For

Best For

  • ✓Product engineering teams whose Playwright/Selenium suites break on frequent UI refactors
  • ✓Gating pull requests and preview deploys with natural-language E2E tests in CI
  • ✓Teams using AI coding agents that need an automated verification layer for generated code
  • ✓Exploratory regression testing of web apps before release via the Mo agent
  • ✓React Native, Expo and Flutter teams testing on iOS simulators and Android emulators

Not Ideal For

  • ✗Teams that need cross-browser coverage on Safari or Firefox — web tests run on Chromium only
  • ✗Organisations with strict data-residency or air-gapped requirements, since execution defaults to Momentic's cloud and needs access to staging
  • ✗Mobile teams that must test on physical devices — only simulators and emulators are supported
  • ✗Buyers who want a fully managed, human-verified QA service rather than a self-serve platform

Integrations

✓SDK Available
SDK:JavaScript

Deployment

✗On-Premise

Market & Ratings

Estimated Customers

2,600 users (TechCrunch, Nov 2025)

Market Analysis

AI-nativeDeveloper-firstMid-market to enterprise

Pros

  • ✓Plain-English tests lower the bar for who can write and maintain E2E coverage
  • ✓Self-healing reportedly repaired 93% of broken selectors after a major UI refactor in one independent evaluation
  • ✓Published free tier and pay-as-you-go pricing with SOC 2 Type 2 on all plans
  • ✓Named production customers including Notion, Xero, Webflow and Retool

Cons

  • ✗Web testing is Chromium-only — no Safari or Firefox coverage
  • ✗Tests live in Momentic's format and infrastructure; independent reviewers flag vendor lock-in when leaving
  • ✗Flake rate of roughly 1-3% per one comparison, mostly from AI misidentifying look-alike elements in tables and card grids
  • ✗About 10-15% of natural-language tests need tweaking on first attempt, per the same review
  • ✗Cloud execution adds CI latency and requires granting a third party access to staging environments

Pricing

Free

$0

  • ✓2,000 credits/month (~200 test runs)
  • ✓AI test authoring
  • ✓30-day results retention
  • ✓Google SSO
  • ✓No credit card required

Pay-as-you-go

From $125/mo

  • ✓10,000 credits/month (~1,000 test runs)
  • ✓Overage at $0.01875/credit
  • ✓5 Android + 5 iOS devices
  • ✓5 phone numbers for SMS/OTP testing
  • ✓Shared Slack channel

Enterprise

Contact for pricing

  • ✓Test-based pricing
  • ✓SAML SSO and SCIM
  • ✓Audit log
  • ✓Unlimited phone numbers and inboxes
  • ✓Uptime SLA and dedicated account manager

Metered in credits (roughly 10 credits per test run): a free tier of 2,000 credits, then $125/month for 10,000 credits with overage at $0.01875 per credit. SAML SSO, SCIM, audit logs and SLAs are Enterprise-only at custom, test-volume-based pricing. Some third-party comparison sites quote different plan prices; the vendor's published pricing page is the source here.

Security & Compliance

✓soc2
✗gdpr
✗hipaa
✗iso27001
✓sso
✗data residency

Connect

Sources

This page was written from 8 sources, 5 on domains other than momentic.ai.

  1. 1.momentic.ai — pricingvendor
  2. 2.momentic.ai — aboutvendor
  3. 3.momentic.ai — docsvendor
  4. 4.siliconangle.com — momentic debuts mo ai agent to automate software testing wit
  5. 5.techcrunch.com — momentic raises 15m to automate software testing
  6. 6.finance.yahoo.com — momentic launches first agentic quality 131200263
  7. 7.kanopylabs.com — ai testing tools meticulous vs momentic vs qa wolf
  8. 8.bug0.com — momentic alternatives
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