Overview and fit
Audience
Editorial judgment, not a vendor fact.
Compatibility
- Test languages
- JavaScript TypeScript
- Device modes
- Responsive viewport
What it tests
- Product kind
- Testing platform, AI testing agent
- Testing types
- End-to-end, Functional, Regression, API, Visual
- Targets
- Web app
- Use cases
- Pull request validation, Regression testing, Release gating, Test maintenance, Test generation
Classification lists positively established capabilities. Absence from a list does not mean lack of support.
Creation and execution
- Authoring methods
- Code, Recorder, Natural language, AI-generated code, AI-generated workflow, Imported tests
- Execution models
- Browser DOM, Browser protocol, Computer vision, OS input
- Deployment
- SaaS, Self-hosted
- License
- Proprietary
Capabilities
AI
| Capability | Status | Details |
|---|---|---|
| Uses AI | Supported Supported | Test generation, Execution, Self-healing, Exploration, Failure analysis, Test data generation |
| AI test generation | Supported Supported | Supported via `stably create` CLI command and Web Editor. |
| AI executes the app | Supported Supported | Supported via AI Agent Execute. |
| AI generates code only | Supported Supported | Stably generates Playwright code. |
| Autonomous exploration | Supported Supported | Supported via `stably plan` and `stably create` commands. |
| Vision-based interaction | Supported Supported | Supported via AI Assertions. |
| Selector-free execution | Supported Supported | Supported via AI Locator. |
| Adapts to UI changes | Supported Supported | Supported via AI Locator (autofix). |
| Self-healing | Supported Supported | Supported via AI Locator and `stably fix` command. |
| AI failure analysis | Supported Supported | Supported via `stably fix` and Test Reporter. |
Developer integrations
| Capability | Status | Details |
|---|---|---|
| MCP server | Unknown Unknown | |
| VS Code extension | Unknown Unknown | |
| SDK | Supported Supported Official | TypeScript
|
PR workflow
| Capability | Status | Details |
|---|---|---|
| GitHub | Supported Supported | GitHub Action, Check runs, Commit statuses · Integration |
| CI execution | Supported Supported | |
| GitHub PR checks | Supported Supported | Integration |
| PR-aware test selection | Unknown Unknown | |
| Autonomous PR validation | Supported Supported | |
| PR comments | Unknown Unknown | |
| Preview deployment testing | Supported Supported | |
| Merge gating | Unknown Unknown | |
| Scheduled execution | Supported Supported |
Creation and execution
| Capability | Status | Details |
|---|---|---|
| Code authoring | Supported Supported | Stably is 100% Playwright-compatible, allowing engineers to edit selectors, assertions, and retries directly in Playwright code. |
| Recorder | Supported Supported | |
| Natural language authoring | Supported Supported | |
| Test import | Supported Supported | Existing Playwright tests can be imported. |
| Reusable steps | Supported Supported | Implied by Playwright compatibility. |
| Parameterized tests | Supported Supported | Implied by Playwright compatibility. |
| Test data generation | Supported Supported | Supported via AI Extraction. |
What it tests
| Capability | Status | Details |
|---|---|---|
| Native desktop testing | Unsupported Unsupported | |
| Native mobile testing | Unsupported Unsupported | |
| Browser extension testing | Unknown Unknown | |
| Cross-browser testing | Supported Supported | |
| Cross-platform testing | Supported Supported | |
| Real device testing | Unknown Unknown | |
| Multi-tab testing | Supported Supported | |
| iframe testing | Supported Supported | |
| Canvas testing | Supported Supported | |
| PDF validation | Unknown Unknown | |
| File upload testing | Supported Supported | |
| File download testing | Supported Supported | |
| OAuth testing | Unknown Unknown | |
| Email testing | Supported Supported | |
| Notification testing | Unknown Unknown | |
| Video content validation | Unknown Unknown |
Validation
| Capability | Status | Details |
|---|---|---|
| Visual regression | Supported Supported | |
| Semantic visual assertions | Supported Supported | |
| Accessibility checks | Unknown Unknown | |
| API assertions | Supported Supported | |
| Database assertions | Unknown Unknown | |
| Spelling and grammar checks | Unknown Unknown | |
| Dark and light mode testing | Unknown Unknown | |
| Performance measurement | Unknown Unknown |
Running
| Capability | Status | Details |
|---|---|---|
| Local execution | Supported Supported | |
| Headless execution | Supported Supported | |
| Headed execution | Supported Supported | |
| Parallel execution | Supported Supported | |
| Test sharding | Supported Supported | |
| Auto-waiting | Supported Supported | |
| Automatic retries | Supported Supported | |
| Network mocking | Supported Supported | |
| Secrets injection | Supported Supported | |
| Private network access | Unknown Unknown |
Diagnosis
| Capability | Status | Details |
|---|---|---|
| Screenshots | Supported Supported | |
| Video recording | Supported Supported | |
| Execution traces | Supported Supported | |
| Console logs | Supported Supported | |
| Network logs | Supported Supported | |
| Replay | Unknown Unknown | |
| Interactive debugging | Supported Supported | |
| Failure grouping | Unknown Unknown |
Enterprise
| Capability | Status | Details |
|---|---|---|
| SSO (SAML) | Supported Supported | |
| SSO (OIDC) | Unknown Unknown | |
| SCIM | Unknown Unknown | |
| RBAC | Unknown Unknown | |
| Audit logs | Unknown Unknown | |
| Secrets management | Supported Supported | |
| Configurable retention | Unknown Unknown | |
| Private runners | Unknown Unknown | |
| On-premises deployment | Supported Supported | |
| Data residency | Unknown Unknown | |
| Training opt-out | Unknown Unknown |
Integrations
| Capability | Status | Details |
|---|---|---|
| GitHub (Scm) | Supported Supported | Plugin Integrates with GitHub Actions. No source recorded |
Maintenance, reliability, and debugging
- Setup difficulty
- Low
- Maintenance approaches
- Reusable components, Resilient locators, Self-healing, Ai regeneration
- Maximum concurrency
- 100
- Debug artifacts
- Screenshot, Video, Trace, Console log, Network log
- Reliability mechanisms
- Auto wait, Retry
- Interfaces
- CLI, Web UI, API, SDK
Pricing
Free
Not yet verified · Official pricing page
Security and deployment
- Certifications
- None recorded
- Data regions
- Unknown
- Data retention
- Unknown
- Customer data used for training
- Unknown
Support
- Channels
- Docs, Chat, Email, Dedicated engineer
- Support SLA
- Available
Sources and verification
- 1Stably · Official website · Stably · retrieved 2026-09-26
Supports 16 claims · Vendor documented, high confidence · verified 2026-09-26
- AI generates code only
- Audience
- Authoring method
- Code authoring
- Languages
- Natural language authoring
- Product status
- Recorder
- Runner OS
- Summary
- Targets
- Testing types
- Tool
- Use cases
- Uses AI
- Vendor
Stably generates Playwright code.
heading 6: One shared testing system for QA, PM, and Engineering
heading 7: Natural language or recording | heading 1: Create Tests (stably create) | list item: Import Existing Tests
Stably is 100% Playwright-compatible, allowing engineers to edit selectors, assertions, and retries directly in Playwright code.
chars 819-829: Write tests in plain English. Stably turns them into reliable Playwright, runs them in CI, and auto-updates tests as your product evolves. | chars 2404-2414: Stably is 100% 🎭 Playwright-compatible: keep your playwright.config.*, fixtures, locators, and CLI habits while layering in AI assertions, actions, and self-healing.
heading 1: Stably
chars 697-720: macOS · Windows · Linux
heading 3: Get 80%80% test coveragein minutes, not months
heading 2: The agentic IDEfor parallel coding agents.
list item: AI Assertions: Use natural language to verify visual and functional states | list item: Network: Request interception, mocking, and API testing | chars 819-829: Write tests in plain English. Stably turns them into reliable Playwright, runs them in CI, and auto-updates tests as your product evolves.
heading 4: From first draft to dependable release checks | chars 3998-4091: Stably proposes updates for test drift and flags likely real product bugs for engineer review. | heading 1: Stably GitHub Action
- 2Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 41 claims · Vendor documented, high confidence · verified 2026-09-26
- API assertions
- Auto-waiting
- Automatic retries
- Browser engines
- Browser extension testing
- Browsers
- Canvas testing
- Console logs
- Cross-browser testing
- Cross-platform testing
- Dark and light mode testing
- Database assertions
- Debug artifacts
- Device modes
- Email testing
- Execution model
- Execution traces
- Failure grouping
- File download testing
- File upload testing
- iframe testing
- Multi-tab testing
- Native desktop testing
- Native mobile testing
- Network logs
- Network mocking
- Notification testing
- OAuth testing
- Parameterized tests
- PDF validation
- Performance measurement
- Real device testing
- Replay
- Reusable steps
- Screenshots
- Spelling and grammar checks
- Target OS
- Testing types
- Uses AI
- Video content validation
- Video recording
heading 1: Documentation Index
chars 2287-2350: The Stably Web Editor supports most capabilities that Playwright provides, with a few limitations.
list item: Selectors: CSS selectors, text selectors, XPath, and more Actions: Click, fill, hover, drag-and-drop, keyboard input, and other interactions Assertions: Visibility checks, text content, element states, and more Navigation: Page navigation, URL handling, and browser history Network: Request inter | heading 1: AI Assertions
Implied by Playwright compatibility.
list item: AI Assertions: Use natural language to verify visual and functional states | list item: Network: Request interception, mocking, and API testing | chars 819-829: Write tests in plain English. Stably turns them into reliable Playwright, runs them in CI, and auto-updates tests as your product evolves.
- 3Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 9 claims · Vendor documented, high confidence · verified 2026-09-26
- Deployment
- Interfaces
- Maintenance approach
- MCP server
- Product kind
- Reliability mechanisms
- SDK
- Setup difficulty
- VS Code extension
link 17: Stably Cloud Runner | link 15: Stably CLI
heading 1: Documentation Index
- 4Pricing - AI-powered QA Automation | Start Free - Stably · Official pricing · Stably · retrieved 2026-09-26
Supports 22 claims · Vendor documented, high confidence · verified 2026-09-26
- Audit logs
- Certifications
- Company size
- Configurable retention
- Customer data used for training
- Data regions
- Data residency
- Free tier
- License
- License identifiers
- Max concurrency
- Pricing
- Pricing models
- Private runners
- RBAC
- SCIM
- SSO (OIDC)
- SSO (SAML)
- Support channels
- Support SLA
- Training opt-out
- Trial
heading 1: Flexible pricing
section: Hobby: Hobby Try AI testing with no commitment. Perfect for side projects. | section: Team: Team For small teams ready to ship with confidence. | section: Growth: Growth Most popular For growing teams with demanding test suites. | section: Enterprise: Enterprise Volume discounts for teams spending over $1k/month.
- 5Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 11 claims · Vendor documented, high confidence · verified 2026-09-26
- Autonomous PR validation
- CI execution
- GitHub
- GitHub PR checks
- Integrations
- Merge gating
- PR comments
- PR-aware test selection
- Preview deployment testing
- Scheduled execution
- Use cases
heading 1: Stably GitHub Action
heading 4: From first draft to dependable release checks | chars 3998-4091: Stably proposes updates for test drift and flags likely real product bugs for engineer review. | heading 1: Stably GitHub Action
- 6Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 4 claims · Vendor documented, high confidence · verified 2026-09-26
- Code authoring
- Languages
- SDK
- Uses AI
Stably is 100% Playwright-compatible, allowing engineers to edit selectors, assertions, and retries directly in Playwright code.
chars 819-829: Write tests in plain English. Stably turns them into reliable Playwright, runs them in CI, and auto-updates tests as your product evolves. | chars 2404-2414: Stably is 100% 🎭 Playwright-compatible: keep your playwright.config.*, fixtures, locators, and CLI habits while layering in AI assertions, actions, and self-healing.
- 7Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 5 claims · Vendor documented, high confidence · verified 2026-09-26
- Accessibility checks
- Execution model
- Semantic visual assertions
- Vision-based interaction
- Visual regression
list item: Selectors: CSS selectors, text selectors, XPath, and more Actions: Click, fill, hover, drag-and-drop, keyboard input, and other interactions Assertions: Visibility checks, text content, element states, and more Navigation: Page navigation, URL handling, and browser history Network: Request inter | heading 1: AI Assertions
Supported via AI Assertions.
- 8Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 3 claims · Vendor documented, high confidence · verified 2026-09-26
- AI test generation
- Authoring method
- Autonomous exploration
Supported via `stably create` CLI command and Web Editor.
heading 7: Natural language or recording | heading 1: Create Tests (stably create) | list item: Import Existing Tests
Supported via `stably plan` and `stably create` commands.
- 9Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 6 claims · Vendor documented, high confidence · verified 2026-09-26
- AI test generation
- Authoring method
- Interactive debugging
- Natural language authoring
- Recorder
- Test import
Supported via `stably create` CLI command and Web Editor.
heading 7: Natural language or recording | heading 1: Create Tests (stably create) | list item: Import Existing Tests
Existing Playwright tests can be imported.
- 10Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 1 claim · verified 2026-09-26
- Test data generation
Supported via AI Extraction.
- 11Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 1 claim · verified 2026-09-26
- AI executes the app
Supported via AI Agent Execute.
- 12Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 1 claim · verified 2026-09-26
- Autonomous exploration
Supported via `stably plan` and `stably create` commands.
- 13Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 3 claims · verified 2026-09-26
- Adapts to UI changes
- Selector-free execution
- Self-healing
Supported via AI Locator (autofix).
Supported via AI Locator.
Supported via AI Locator and `stably fix` command.
- 14Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 2 claims · verified 2026-09-26
- AI failure analysis
- Self-healing
Supported via `stably fix` and Test Reporter.
Supported via AI Locator and `stably fix` command.
- 15Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 1 claim · verified 2026-09-26
- AI failure analysis
Supported via `stably fix` and Test Reporter.
- 16Stably - AI-native Testing Platform · Official docs · Stably · retrieved 2026-09-26
Supports 9 claims · verified 2026-09-26
- Headed execution
- Headless execution
- Local execution
- On-premises deployment
- Parallel execution
- Private network access
- Secrets injection
- Secrets management
- Test sharding
Hands-on tested: no (documentation research only) · Content updated 2026-09-26
