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Reflect vs TestDriver

Feature checklists rarely decide anything. What decides it is the pricing metric, who has to write the tests, and which limitation you can live with.

Entry price

Free tier available

Trial only

From $20 per seat/month (120 testing minutes included, then $0.14/minute)

Free tier

What drives the bill

The metric that actually scales your invoice.

Now sold on a credit model — Premium 5,000 credits a month, Advanced 20,000, Enterprise 40,000, all with unlimited users — and SmartBear does not publish the prices, so you need a quote. Credits are consumed by test runs, so concurrency and suite size drive the bill.

The seat price is the small half of the bill: $20 per seat covers 120 testing minutes, then metering kicks in at $0.14 a minute (about $8.40 an hour). Seats are billed for every GitHub user who gets a PR review or runs a test, and a vision model driving a desktop is slower per test than a headless browser — model the minutes before committing a large suite.

Free tier

14-day trial.

Free trial rather than a standing free tier; paid seats include 120 testing minutes a month.

Open source

Self-hostable

No-code authoring

Languages

Codeless
JavaScriptTypeScriptCodeless

Platforms

WebAPI
WebDesktop

Fits teams

StartupScale-up / mid-market
StartupScale-up / mid-market

Adoption

Emerging

SmartBear (formerly Reflect Software) · since 2019

Niche

TestDriver

Strengths

  • Nothing to install; a non-technical colleague can record a regression test in ten minutes.
  • Handles file uploads, iframes and email verification, which trip up many no-code tools.
  • Transparent published pricing, which is rare in this segment.
  • Tests surfaces nothing else reaches — browser extensions, packaged desktop apps, canvas and third-party OAuth screens.
  • No selectors to maintain, so a refactor that renames every class breaks nothing.
  • Runs per pull request in a disposable sandbox rather than against a shared staging environment.

Limitations

  • Cloud-only, so testing a private environment requires network work.
  • Not suited to very large suites or heavy conditional logic.
  • Small vendor — check longevity if this becomes critical infrastructure.
  • A vision model is non-deterministic. Reruns of an unchanged test do not always take the same path, which makes a genuine failure harder to distinguish from a bad frame.
  • Billed by testing hours, and driving a real desktop is slow — a suite that costs pennies on Playwright can cost real money here.
  • Young product with a small community; expect to be an early reporter of your own bugs.

Best for

Startups that need ten critical journeys covered without owning a framework.

Teams testing extensions, desktop apps or canvas-heavy UIs, where selector-based runners simply cannot see the thing under test.

All of these integrate with: GitHub Actions, Slack.

Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.