FlowQA vs Momentic: two self-serve AI testing tools, compared
Momentic and FlowQA are the two closest tools in this comparison, and either is a reasonable choice for a small team that wants AI-assisted end-to-end tests at a published price. Pick Momentic if you want tests as YAML in your repository, written in natural language, with mobile sessions. Pick FlowQA if you want an agent that explores and proves the suite for you, repairs that are proven before they are proposed, and a bug tracker in the same workspace.
What Momentic does well
Momentic stores tests as YAML next to your code, which developers like: tests are versioned, reviewed and branched with the product. Steps are written in natural language and resolved by AI at run time, with a low-code editor and recording assist. A local MCP server lets Claude Code, Cursor and Codex browse, write, run and triage tests. Cloud runs go up to 25 concurrent browsers, with mobile sessions. Pricing is clear: 1 credit per step, 2 per AI or recovery step, with 2,000 credits free and 10,000 for $125 a month.
Reviewers note that it is Chrome-centric, that vision-based element picks can miss small icons, and that there is no managed option.
What FlowQA does differently
The agent does the exploring. FlowQA maps your site, proposes a plan of journeys, generates the tests, and proves each one by breaking the page and watching the test fail. You review the plan and the proof, not every step.
Repairs are proven, then approved. When a test fails on a changed page, FlowQA proposes one small change, replays it twice on fresh sessions, and shows a person the before and after. Nothing changes without approval.
Tests are records, not code. Each step is recorded with several handles for its element, replayed deterministically; there is no YAML to hand-edit, and a product manager can record a journey without a developer. If tests-as-code in your repository is a requirement, Momentic fits it and FlowQA does not.
Snag sits beside it. A captured bug becomes a test from its own trail; a failing run files a snag with the screenshot, console and network; one MCP serves both.
FlowQA is web only, on Chromium; Momentic's mobile sessions have no equivalent here.
Prices, side by side
Prices as published on Momentic's pricing page on 2026-10-07.
| Momentic | FlowQA | |
|---|---|---|
| Unit | Credit per step (AI step = 2) | Cloud test run; local runs free |
| Free | 2,000 credits a month, 5 browsers, 30-day retention | 1 project, 100 tests, 1,000 cloud runs a month |
| Paid | $125 a month for 10,000 credits, $0.01875 per credit over | $49 a month for 3,000 cloud runs; $149 a month for 15,000 runs, 10 explorations, 15 members |
| Overage | Per credit | 1 cent per cloud run; an accepted AI-generated test is 10 cents, 2 with your own model key |
| Trial | Free tier | 14-day trial of Team, no card |
The units differ, so compare on your own suite: a 20-step test costs Momentic 20 to 40 credits per run and FlowQA one.
A team's week, both ways
A six-person team runs 40 tests on every deploy, about ten deploys a day. On Momentic that is 400 runs a day of roughly 15 steps each, 6,000 credits a day, well past the paid plan's monthly 10,000 by the second day; the overage is the real price. On FlowQA it is 400 cloud runs a day, 8,000 a month, inside the Team plan. If the same team instead ran 40 tests once nightly, both tools would sit in their entry tiers.
Pick Momentic if
You want tests as YAML in the repo, natural-language steps, or mobile sessions.
Pick FlowQA if
You want the suite explored and proven for you, repairs that cannot pass silently, and bugs and tests in one workspace your coding agent can work through.
FlowQA explores your site, writes the tests, proves them against a broken page, and keeps proving them after every change.
See FlowQA