Tool A
Shiplight
Agentic AI testing for AI-native development teams
Tool B
Mabl
Boost quality with low-code test automation
Choose this if…
Shiplight
- 1You need Code Execution
- 2You need Plugins
- 3You need Self-Hostable
Choose this if…
Mabl
- 1You're just getting started with AI tools
- 2Community rates it higher (⭐4.2 vs 4.1)
Overview
AI-powered QA automation platform that auto-generates, runs, and maintains self-healing end-to-end tests via MCP integration with coding agents like Claude Code and Cursor.
Founded in 2025 by engineers from Google, Airbnb, Amazon, and Meta. Integrates directly into coding agents via Browser MCP to verify UI changes in a real browser during development. Runs on Playwright with a natural-language abstraction layer. SOC 2 Type II compliant with 99.99% uptime SLA and private cloud/VPC deployment support. Supports CI/CD integrations including GitHub Actions, reusable workflows, test scheduling, and AI-powered failure analysis.
Mabl is a low-code test automation platform that helps teams boost software quality with intelligent, AI-driven testing. It enables QA teams to create, execute, and maintain automated tests with minimal coding effort. The platform integrates seamlessly into CI/CD pipelines for continuous testing.
Mabl uses machine learning to auto-heal broken tests and reduce maintenance overhead. The company is headquartered in Boston and serves enterprise and mid-market customers.
Features Comparison
22 totalPricing & Plans
Free trial available
Contact for pricing / Book a demo
Pros & Cons
Pros
Self-healing tests auto-adapt to UI/DOM changes with near-zero maintenance
Native MCP integration with Claude Code
Cursor
and AI coding agents
Natural language test authoring — no coding or QA experience required
SOC 2 Type II compliant with private cloud and VPC deployment options
Cons
No public pricing — requires demo or sales contact to evaluate cost
New tool (founded 2025) with no public user reviews yet
Primarily browser/web testing only via Playwright
Pros
Low-code test creation
AI-powered test healing
CI/CD integration
Cons
No free tier
Pricing can be steep for small teams
Use Cases
The Verdict
Shiplight
6/22 features · ⭐4.1
AI-powered QA automation platform that auto-generates, runs, and maintains self-healing end-to-end tests via MCP integration with coding agents like Claude Code…
Mabl
3/22 features · ⭐4.2
Mabl is a low-code test automation platform that helps teams boost software quality with intelligent, AI-driven testing. It enables QA teams to create, execute,…
Both Shiplight and Mabl are capable AI tools serving distinct use cases. Shiplight leads on raw feature breadth (6 vs 3), making it a stronger choice if you need maximum capability.
Frequently Asked Questions
What is the main difference between Shiplight and Mabl?
Shiplight — "Agentic AI testing for AI-native development teams" — focuses on code-ai, automation-ai, agent-ai, while Mabl — "Boost quality with low-code test automation" — targets automation-ai. The key differences lie in their feature sets and pricing models.
Is Shiplight free to use?
Shiplight does not currently offer a free tier. Contact for pricing / Book a demo
Is Mabl free to use?
Mabl does not currently offer a free tier. Pro $200/mo
Which is better: Shiplight or Mabl?
It depends on your use case. Shiplight is rated ⭐4.1 and is best suited for developers, teams, enterprise. Mabl is rated ⭐4.2 and is ideal for teams, enterprise. Use this comparison to evaluate features that matter to your workflow.
Does Shiplight have an API?
Yes, Shiplight provides API access for developers and integrations.
More AI Matchups
Still deciding?
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