Momentic is live · free plan, paid from $125/mo · last verified 22 Oct 2026 · viability healthy
Momentic
Write end-to-end tests in plain-English YAML that self-heal, on Chromium, iOS, and Android.
Momentic attacks the part of end-to-end testing nobody wants to own: the maintenance queue. Plain-English YAML specs that survive refactors, a v5 visual-assertion agent the vendor says cuts errors 75% versus v4, Mo returning reproduced bugs from a brief, and an MCP server that lets your coding agent verify its own diff in a live browser add up to a small team gating every pull request without a QA hire. Choose it for Chromium plus iOS and Android where low maintenance matters more than breadth. Choose Playwright or Cypress if Safari or Firefox is a release requirement, or if you want code-first authoring.
Verdict generatedVerified 7d ago · liveness 82/100 · cite: rightaichoice.com/tools/momentic
- Product engineering teams that want e2e coverage on every pull request without a test-maintenance queue
- Teams whose selector-based suites break on the first refactor
- Coding-agent workflows where the agent writes code and verifies it in a live browser via MCP
- Companies testing non-deterministic outputs like LLM responses
- Teams that need cross-browser coverage in Safari or Firefox
- Projects requiring real-device mobile testing rather than simulators and emulators
- Teams committed to open-source, code-first frameworks like Playwright or Cypress
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Skip Momentic if Safari or Firefox support is a release requirement, if you need real-device mobile testing rather than simulators and emulators, or if your suite is heavy enough that hosted mobile emulator time at 8–15 credits per minute would dominate the bill.
Every AI-generated or failure-recovery step costs 2 credits instead of 1, so a flaky suite that leans on recovery burns through a 10,000-credit month faster than a 10-step-per-run estimate suggests.
Free at $0 with 2,000 credits/month fits an individual or a small project; $125/month for 10,000 credits plus $0.01875 overage fits a team running YAML regressions on every PR. It sits above Playwright or Cypress, which are free but put selector maintenance on you, and below enterprise test platforms that bundle device farms — and Momentic's own Enterprise tier is custom test-based pricing with SAML SSO, SCIM, and a 1-hour mobile session limit.
In short
Momentic — Write end-to-end tests in plain-English YAML that self-heal, on Chromium, iOS, and Android. Best for Product engineering teams that want e2e coverage on every pull request without a test-maintenance queue, Teams whose selector-based suites break on the first refactor, Coding-agent workflows where the agent writes code and verifies it in a live browser via MCP. Free to start; paid plans from $125/mo.
No head-to-head comparison for Momentic yet — the alternatives below are the closest matches we list.
What is Momentic?
Momentic — Write end-to-end tests in plain-English YAML that self-heal, on Chromium, iOS, and Android. Best for Product engineering teams that want e2e coverage on every pull request without a test-maintenance queue, Teams whose selector-based suites break on the first refactor, Coding-agent workflows where the agent writes code and verifies it in a live browser via MCP. Free to start; paid plans from $125/mo.
Momentic is an AI end-to-end testing platform where the test spec, not a CSS selector, drives the run. You describe a user flow in plain-English YAML stored in your repo — steps and assertions your team and your coding agent can review in a pull request — and the same file runs from your laptop, the CLI, or any CI provider against local or Momentic-hosted browsers, simulators, and emulators. Target coverage is Chromium and Chrome on the web, local and hosted iOS simulators, and local and hosted Android emulators, with quickstarts for React Native, Expo, and Flutter. Keeping specs alive is the product's core bet. A Knowledge base of terminology and expected behavior grounds AI-assisted steps; runtime recovery finds a control again when the UI shifts mid-run, and permanent healing proposes a test-file repair you review. Failure recovery left beta in September 2026, now runs on iOS as well as web and Android, and stops after three recoveries in a single run. The visual-assertion agent reached v5, the default for new projects, which the vendor reports cuts errors 75% versus v4 at similar median latency and auto-routes each assertion to fast, medium, or extended reasoning. Mo, an AI QA engineer, is the newer entry point: give it a URL or an uploaded mobile build plus a brief and it returns findings with recordings and repro steps, no test authoring first. The older Explore agent is now marked Legacy in settings. A local MCP server hands your coding agent a live browser or device plus tools to author, run, and debug tests. New signups get $250 in Mo credits.
Key features
- Plain-English YAML end-to-end tests stored in your repository
- Natural-language locators — no XPath or CSS selectors to maintain
- Runtime recovery finds controls again when the UI shifts mid-run
- Permanent healing proposes a test-file repair you review
- Step cache skips the AI call when locators match and survives app rebuilds
- Multi-modal assertions across text, visual, and DOM state
- Visual-assertion agent v5 default for new projects; 75% fewer errors than v4
- V5 assertions auto-route to fast, medium, or extended reasoning effort
- Failure recovery out of beta on web, Android, and iOS, capped at 3 per run
- Mo AI QA engineer returns bugs from a URL or mobile build with repro steps
- Explore agent now marked Legacy; vendor directs users to Mo
- MCP server gives a coding agent a live browser or device to author and debug tests
- CLI commands: run, classify, bugbash, explore, doctor, init, skills
- momentic run --remote-browser-region westus3 or eastus2 for hosted runs in a region
- Hosted Chromium browsers plus hosted iOS simulators and Android emulators
Behind the verdict
Momentic's pitch is easy to dismiss as another AI layer on top of browser automation, but the architecture makes a real difference. Tests are YAML files in your repository, so code review, branching, and CI wiring work the way they already do for application code. The AI sits inside the run, not above it: natural-language locators instead of XPath or CSS, runtime recovery when the DOM shifts mid-run, and a step cache that skips the model call when locators still match. The September 2026 changelog closes two of the more annoying holes in that story — the cache now survives an application rebuild by normalizing generated SVG reference ids and dropping file-and-line src attributes from the cached selector, and failure recovery is out of beta on iOS as well as web and Android, capped at three recoveries per run, and off unless you set ai.failureRecovery: true. The visual-assertion agent v5 became the default for new projects and after momentic upgrade, tightening small-text and positional reads. More useful for cost control is that v5 assertions without an explicit effort level now route themselves to fast, medium, or extended reasoning, and promote a locator description the fast tier cannot handle. That matters because credits are the meter: a normal step costs 1 credit, an AI-generated or failure-recovery step costs 2, a hosted browser minute costs 1, and hosted mobile time draws 8 credits per minute on Android and 15 on iOS. Editor runs are free, which is the right instinct — iteration shouldn't be billed. The strategic shift worth noting is Mo versus Explore. Explore is now marked Legacy and the vendor steers you to Mo, which takes a URL or mobile build plus a brief and returns test cases, verdicts, coverage gaps, and findings, with a separate agent attempting reproduction. If you were evaluating Momentic for autonomous bug hunting, that's the path now, and $250 in signup credits covers the evaluation. The MCP server is the other durable differentiator: your coding agent gets a live session and the tools to write a test, run it, and fix it from the failure, which is exactly the loop agentic development needs. The honest limits: Chromium-family browsers only on the web, so no Safari or Firefox; mobile is simulators and emulators rather than real devices; and hosted mobile time is expensive enough that high-throughput suites will feel it. Free stops hard at 2,000 credits, and results retention is 30 days on both Free and Pay-as-you-go, so long-horizon trend data relies on the aggregate analytics, which the vendor keeps forever.
Models under the hood
as of 2026-10-22
Limitations
- Momentic is a hosted, agentic QA platform for web, iOS, and Android; tests are plain-English YAML stored in your repo, so a repository and CI workflow are part of the intended setup.
- Web tests run in Chromium/Chrome on local or Momentic-hosted browsers — Safari and Firefox are not covered — and mobile runs use simulators and emulators, not real devices.
- Usage is credit-based: a normal step costs 1 credit, an AI-generated or failure-recovery step costs 2, hosted browser time is 1 credit per minute, and hosted mobile time draws 8 credits/min on Android and 15 on iOS.
- Free includes 2,000 credits/month with a hard stop and 30-day results retention; Pay-as-you-go is $125/month for 10,000 credits/month plus $0.01875 per overage credit and no credit card-free ceiling; Enterprise is custom test-based pricing.
- Unused credits do not roll over.
- Failure recovery runs at most three times per run.
- The Explore agent is now marked Legacy — Mo is the vendor's recommended bug-finding path — so check current docs before building on any experimental capability.
as of 2026-10-22
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Is Momentic still active?
Momentic is live · free plan, paid from $125/mo · last verified 22 Oct 2026 · viability healthy.
Viability score
How well maintained and how widely used is Momentic? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →What's new in Momentic
Checked 7 days agoAcross the latest 5 updates: 5 feature updates.
Visual-assertion agent v5 becomes default
The visual-assertion agent reached v5 and is now the default for new projects and after momentic upgrade, reading small text and fine positional detail more accurately with 75% fewer errors than v4 at similar latency.
V5 assertions auto-route to effort tiers
V5 assertions without an explicit effort now route themselves to fast, medium, or extended reasoning based on what the check needs, and a locator description the fast tier cannot handle moves up a tier automatically.
Failure recovery exits beta, adds iOS support
Failure recovery is out of beta and now runs on iOS as well as web and Android, stopping after three recoveries in one run; enable it with ai.failureRecovery: true in momentic.config.yaml.
Step cache survives application rebuilds
Generated SVG reference ids are normalized before hashing and src-style attributes carrying a source file and line number are excluded from the cached selector, so a new build no longer misses on every step.
Explore agent marked Legacy; Mo recommended
The Explore agent is now marked Legacy in settings, with the vendor directing users to Mo for autonomous bug finding. Hosted browsers and the knowledge base also reached general availability.
What do users say about Momentic?
What people actually say about Momentic — is it worth it?
We scanned public community sources for Momentic on Oct 9, 2026 and could not establish that the discussion we found is about this tool rather than something else sharing its name. Only 3 of the posts we fetched could be positively tied to Momentic. Rather than publish a sentiment score built on the wrong subject, we publish nothing here and re-run the scan.
How we verified this
Every listed fact about Momentic— pricing, features, links, status — is re-read from the vendor's own pages by our verification pipeline and each change is logged with a date; the last pass ran on 22 Oct 2026. Pages mix model-assisted synthesis with human review; see how we verify.
Verification history
We have re-verified Momentic 22 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — changed SSL certificate
- — changed who should skip it, switching out, switching in, limitations, pricing tiers, use cases, description, integrations, hidden costs, pricing fit, features, summary, setup time, our verdict
- — changed platforms, limitations
- — changed our verdict, summary, description, features, who it suits, pricing tiers, who should skip it
- — changed pricing page
- — changed integrations, summary, switching out, limitations, our verdict, setup time, who should skip it, features, use cases, pricing fit, description, hidden costs, switching in, who it suits, pricing tiers
Showing the 6 most recent of 22 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does Momentic cost in 2026?
Momentic: Free to start; paid plans from $125/mo. Pricing last verified 22 Oct 2026.
Plans compared
Every published Momentic tier, its price as the vendor publishes it, who it fits, and what it adds over the tier below. The 12-month cost projection follows.
| Plan | Price | Billing | Who it's for |
|---|---|---|---|
| Free | Free | — | An individual engineer or a side project validating one or two critical flows before committing budgetAdds: Free entry point: $0 with 2,000 credits/month, all core AI test authoring, 5 concurrent hosted browsers, 1 mobile session, and a hard stop at the limit |
| Pay-as-you-go | $125/moVendor: “$125/mo + additional usage” | monthly | A product team running YAML regression tests on every pull request and needing parallel mobile coverageAdds: Adds 10,000 credits/month, overage at $0.01875 per credit with no hard cap, 25 concurrent hosted browsers, 5 Android + 5 iOS concurrent simulators, 5 phone numbers, and a shared Slack channel |
| Enterprise | Custom | quote | An organization with SSO, audit, and SLA requirements running long mobile sessions at scaleAdds: Replaces credit pricing with custom test-based pricing and adds SAML SSO, SCIM provisioning, audit logs, 1-hour mobile sessions, higher API rate limits, priority support, and a dedicated account manager |
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Where the pricing makes sense
The company stage and team size where Momentic's pricing actually pencils out — and where peers do it cheaper.
Free at $0 with 2,000 credits/month fits an individual or a small project; $125/month for 10,000 credits plus $0.01875 overage fits a team running YAML regressions on every PR. It sits above Playwright or Cypress, which are free but put selector maintenance on you, and below enterprise test platforms that bundle device farms — and Momentic's own Enterprise tier is custom test-based pricing with SAML SSO, SCIM, and a 1-hour mobile session limit.
Has Momentic's pricing changed?
No plan price for Momentic has moved since we began logging in Aug 2026; the pricing page is re-read on every verification pass.
Who should pick Momentic?
Pick Momentic if you are Product engineering teams that want e2e coverage on every pull request without a test-maintenance queue, Teams whose selector-based suites break on the first refactor, Coding-agent workflows where the agent writes code and verifies it in a live browser via MCP, Companies testing non-deterministic outputs like LLM responses.
Look elsewhere if you are Teams that need cross-browser coverage in Safari or Firefox, Projects requiring real-device mobile testing rather than simulators and emulators, Teams committed to open-source, code-first frameworks like Playwright or Cypress, High-throughput suites that would burn credits on hosted mobile emulator time at 8 credits/min Android and 15 iOS.
Skip it if Skip Momentic if Safari or Firefox support is a release requirement, if you need real-device mobile testing rather than simulators and emulators, or if your suite is heavy enough that hosted mobile emulator time at 8–15 credits per minute would dominate the bill.
GeneratedReal-world workflow fit
Concrete scenarios for the personas Momentic actually fits — and what changes day-one when you adopt it.
Install the CLI with the wizard, write standard-user-purchases.test.yaml in plain English, and commit it next to the feature code. The CLI runs in GitHub Actions and its exit code becomes a required check before merge.
Outcome: A pull request that breaks checkout fails CI with step-level screenshots and traces before it reaches review, and no selector needs updating when the button markup changes.
Write a test whose assertion checks a non-deterministic chatbot reply, using a multi-modal assertion rather than an exact string match, and set ai.failureRecovery: true so transient UI shifts don't fail the run.
Outcome: The eval-style check runs in CI on every push without brittle text matching, and recovery is capped at three attempts per run so a genuinely broken flow still fails loudly.
Install the MCP server so the agent gets a live browser session, then have it author a test for the changed flow, run it, read the failure, and save the YAML alongside the code.
Outcome: The agent verifies its own diff in a live session before opening the PR, and the resulting YAML becomes regression coverage the team reviews like any other code.
Use cases
- Write end-to-end tests in plain English without maintaining selectors
- Point Mo at a running app or upload a mobile build and get reproduced bugs with recordings
- Reduce flakiness with runtime recovery and reviewed self-healing repairs
- Run the same YAML test locally, from the CLI, and as a required CI check on every PR
- Validate non-deterministic outputs such as AI chatbot responses with multi-modal assertions
- Gate deploys with smoke tests on every pull request
- Test email and SMS/OTP flows with disposable inboxes and up to 5 phone numbers
- Give a coding agent a live browser via MCP so it writes a test and fixes it from the failure
Setup time & first value
How long it actually takes to get something useful out of Momentic — broken out by persona, not the marketing-page minute.
A single web test is roughly a 15-minute job: npx @momentic/wizard@latest signs you in, installs the CLI, writes a documented momentic.config.yaml and a sample test, and runs it. Mobile adds the iOS or Android quickstart plus a build step. Mo needs no setup at all — give it a URL or an uploaded build and a brief. Wiring CI is one job step using the CLI exit code.
Switching to or from Momentic
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Playwright: rewrite user flows as plain-English YAML steps and assertions, keep the same CI job shape, and swap the exit-code check to momentic run.
- →From Cypress: replace selector-driven specs with natural-language steps, and move email/SMS fixtures to Momentic's disposable inboxes and dedicated phone numbers.
- →From manual QA checklists: turn each checklist item into a YAML test, or point Mo at a preview deployment to generate findings first and convert cases after fixes.
- ↗To Playwright: port each YAML spec back into code-first specs, accepting that you regain Safari and Firefox coverage but take on selector maintenance.
- ↗To Cypress: rebuild flows as Cypress specs and replace hosted simulators and emulators with your own device or browser grid.
Resources & guides
- Documentationmomentic.ai
Welcome to Momentic
Momentic is an AI-powered end-to-end testing platform for web, iOS, and Android apps. Write tests in natural language, run them anywhere.
- Quickstartmomentic.ai
Quickstart
Get up and running fast from momentic.ai
- Documentationmomentic.ai
Finding Elements
Full product docs from momentic.ai
- Documentationmomentic.ai
Running locally
Run Momentic tests on your own machine for fast feedback during development.
- Resourcemomentic.ai
Blog
Helpful link from momentic.ai
- Resourcemomentic.ai
Blog
Helpful link from momentic.ai
Tutorials & Learning
YouTube returned 6 videos for “Momentic”, and we withheld 6: 6 could not be judged, because “Momentic” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Momentic.
Official links
What are the best Momentic alternatives?
The closest alternatives to Momentic we list are Autosana, Drizz and MobileBoost. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Autosana | Freemium | Pricing not published | — |
| Drizz | Freemium | Pricing not published | — |
| MobileBoost | Contact Sales | Custom pricing | — |
Alternatives to Momentic
View all
Autosana
Autosana writes end-to-end tests in plain English and self-heals them when your iOS, Android, or web UI changes.
Drizz
Vision AI mobile test automation that writes, self-heals, and debugs iOS and Android tests from plain English.
MobileBoost
MobileBoost turns plain-English test flows into self-healing iOS and Android end-to-end tests, with a Test Agent verifying every pull
Tools that pair well with Momentic
Common stack mates teams adopt alongside Momentic, with the specific reason each pairing earns its keep.
Autosana
Autosana writes end-to-end tests in plain English and self-heals them when your iOS, Android, or web UI changes.
Drizz
Vision AI mobile test automation that writes, self-heals, and debugs iOS and Android tests from plain English.
MobileBoost
MobileBoost turns plain-English test flows into self-healing iOS and Android end-to-end tests, with a Test Agent verifying every pull
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