Microsoft's open-source toolkit for enforcing policy, identity, sandboxing and audit records on autonomous AI agents before they reach production.

SmartBear Reflect
No-code test automation for web, mobile and API tests that turns plain-English steps into runs that survive UI changes.
What is SmartBear Reflect?
SmartBear Reflect is a codeless test automation platform where testers describe steps in plain English and AI turns them into automated actions, instead of relying on brittle selectors or locators. You record a test in a cloud browser session, edit or re-record steps, and run it across Chrome, Firefox, Edge and Safari. Reflect also covers native mobile apps on real devices, standalone API tests, visual testing, and email and SMS flows such as two-factor sign-ups. Every run produces an HD video synced to the steps along with console and network logs, so developers get reproducible bug reports. Tests can be started from CI/CD tools, scheduled hourly to monthly, and sent to Slack or issue trackers; the SmartBear MCP lets AI coding tools create tests. Plans are Premium, Advanced and Enterprise with 5,000, 20,000 and 40,000 credits a month, priced through sales, after a 14-day free trial.
Use cases
- Automate web regression tests without code
- Test native mobile apps on real devices
- Run standalone API tests
- Test email and SMS sign-up flows
- Run cross-browser tests
- Schedule recurring test suites
Who it's for
Why use SmartBear Reflect
- Tests written as plain-English steps do not depend on selectors, which cuts maintenance when the UI changes.
- Web, mobile, API, visual and email or SMS tests live in one place with one credit pool.
- Each failed run comes with a video, steps and console and network logs for developers.
- Unlimited users and unlimited test creation on every plan keep costs tied to runs rather than seats.
- A 14-day free trial gives unlimited functionality before you talk to sales.
SmartBear Reflect features
- Plain-English test steps turned into actions
- Cloud recorder for building tests
- Cross-browser runs in Chrome, Firefox, Edge and Safari
- Native mobile testing on real devices
- Standalone API tests
- Visual regression testing
- Email and SMS testing for 2FA flows
- Scheduler from hourly to monthly
- HD video, console and network logs per run
- Test private environments through Reflect Tunnel
- Variables, segments and data-driven tests
SmartBear Reflect integrations
How to get started with SmartBear Reflect
- Start the 14-day free trial and open the cloud recorder.
- Record a flow in the browser, or write steps as plain-English prompts.
- Edit steps, add variables, and group tests into suites.
- Run tests across browsers, on real mobile devices or as API tests, using credits per run.
- Connect CI/CD, Slack and issue trackers, then review video and logs for failures.
SmartBear Reflect limitations
- Pricing is only available through sales
- Mobile testing is limited to Premium and Enterprise customers
- Mobile parallel testing is a paid add-on
- Testing private environments is listed on the Enterprise plan
- Mobile test runs cost 5 credits each
SmartBear Reflect pricing
SmartBear Reflect is sold on custom quotes, so its prices aren't published.
SmartBear Reflect plans
Premium
Price on vendor site
contact sales
- Unlimited users
- All test types
- 5,000 credits/mo
- 3 parallel web tests included
Advanced
Price on vendor site
contact sales
- Unlimited users
- All test types
- 20,000 credits/mo
- 4 parallel web tests included
Enterprise
Price on vendor site
contact sales
- Unlimited users
- All test types
- 40,000 credits/mo
- Test private environments
- 5 parallel web tests included
Plans as listed on the official pricing page on . Prices can change and may vary by country or exclude tax. Check the official pricing page.
SmartBear Reflect alternatives
The main SmartBear Reflect alternatives listed on Debuly are mabl, Testim, Katalon, Playwright, Autify and Browser Use. The table compares pricing and platforms; order is A–Z.
| Tool | Pricing | Starting price | Platforms |
|---|---|---|---|
| SmartBear Reflect | Contact sales | — | Web, API |
| Autify | Freemium | $99/mo | Web, iOS, Android, API |
| Browser Use | Paid | $0.02, usage-based | API, Web, CLI |
| Katalon | Freemium | $1,000/yr | Windows, CLI |
| mabl | Free trial | — | Web, iOS, Android, API |
| Playwright | Open source | — | CLI, Windows, macOS, Linux |
| Testim | Freemium | — | Web, iOS, Android, Salesforce |

Autify
AI software testing platform whose Aximo agent runs web and mobile tests from plain-English steps, with a free tier and credit-based plans.
FreemiumVisit Autify (official site)
Browser Use
Cloud browsers and hosted web agents for AI, plus an MIT-licensed open-source browser agent, billed pay-as-you-go from $0.02 per hour.
Katalon
Test automation platform for web, mobile, API and desktop apps, with AI agents, self-healing tests and a free Katalon Studio tier.
FreemiumVisit Katalon (official site)
mabl
Agentic test automation platform that builds, runs and self-heals end-to-end web, mobile, API, accessibility and performance tests.
Free trialVisit mabl (official site)
Playwright
Open-source Microsoft framework for end-to-end web testing and browser automation across Chromium, Firefox and WebKit, with CLI and MCP for agents.
Open sourceVisit Playwright (official site)
Testim
AI-assisted test automation from Tricentis for web, mobile and Salesforce apps, with a free Community plan after the trial.
FreemiumVisit Testim (official site)
SmartBear Reflect FAQ
How much does SmartBear Reflect cost?
The pricing page does not publish prices. Premium, Advanced and Enterprise are sold through Contact Sales, with 5,000, 20,000 and 40,000 credits per month respectively.
Is there a free trial for Reflect?
Yes. A 14-day free trial offers unlimited functionality. The account setup docs also mention a read-only Free tier you can move to after a plan.
How do Reflect credits work?
A web test run costs 1 credit, a mobile test run on real devices costs 5 credits and a standalone API test costs 0.1 credits. AI usage no longer has a separate monthly limit.
Does Reflect require coding skills?
No. Tests are built by recording a browser session or writing steps in plain English, so no code is needed to create them.
Which browsers does Reflect support?
Tests can run in Chrome, Firefox, Edge and Safari on every listed plan.
Does Reflect integrate with CI/CD?
Yes. It integrates with CI tools and platforms, and also with Slack, GitHub, issue trackers and test case management tools like Zephyr.
What are alternatives to SmartBear Reflect?
Common alternatives include Mabl, Testim, Katalon, Cypress and Playwright.
Sources & verification
Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.
Image credits
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