Catalog comparison
Side-by-side facts from the TestGuild Tool Matcher catalog. Empty cells mean the catalog does not list that attribute — not that the product lacks it.
Desktop application for recording browser interactions and generating k6 test scripts with a visual interface. Enables no-code test creation through browser recording and HAR file generation.
A scalable, flexible and easy-to-use platform that contains everything you need for production-grade load testing. Artillery is a modern load testing platform with serverless load generators, cloud-native architecture, and Playwright-powered browser testing for comprehensive web application performance testing.
Primary testing surface
Grafana k6 Studio
Performance
Artillery
Performance
Primary capability
Grafana k6 Studio
Performance
Artillery
Performance
License and pricing
Grafana k6 Studio
free · open source
Artillery
freemium · open source
Free trial
Grafana k6 Studio
No
Artillery
No
Free-tier limit
Grafana k6 Studio
Not listed in catalog
Artillery
30 reports/month, 2 users
Complexity
Grafana k6 Studio
beginner
Artillery
beginner
Team fit
Grafana k6 Studio
large, medium, small
Artillery
enterprise, large, medium, small
Test authoring languages
Grafana k6 Studio
JavaScript, No-Code, TypeScript
Artillery
Any, JavaScript, Node.js, TypeScript
Supported platforms
Grafana k6 Studio
chrome, edge, firefox, http apis, linux, macos, rest apis, safari, web applications, windows
Artillery
Any Cloud Platform, AWS, Azure, GraphQL Services, gRPC, HTTP APIs, Kafka, Playwright Browser Testing, Serverless Architecture, SOAP, Socket.IO, Web Applications, WebSockets
MCP server
Grafana k6 Studio
No
Artillery
Yes
Key features (catalog)
Grafana k6 Studio
Automated script generation, Browser flow recording, Browser interaction recording, CI/CD integration support, Cross-browser recording, Custom rules for script generation, Desktop application, Dynamic data handling, Environment configuration, Functional test recording +27 more
Artillery
20+ integrations with monitoring tools, Advanced reporting and analytics, API load testing, Artillery Cloud for team collaboration, Auto-scaling load generators, AWS and Azure cloud integration, Browser automation at scale with thousands of headless browsers, Browser trace recording and analysis, Browser-based load testing, CI/CD integration with GitHub Actions, Jenkins, GitLab +39 more
Limitations (catalog)
Grafana k6 Studio
Desktop application only (no web version), Learning curve for advanced features, Limited to browser-based recording, Limited to HTTP-based applications, Limited to supported browsers, No mobile app recording, No real-time collaboration, Requires k6 for test execution +2 more
Artillery
Cloud-based execution model, JavaScript/Node.js ecosystem dependency, Limited support for legacy protocols, Primarily focused on performance testing, Requires understanding of load testing concepts, Some advanced features require paid plans
| Attribute | Grafana k6 Studio | Artillery |
|---|---|---|
| Primary testing surface | Performance | Performance |
| Primary capability | Performance | Performance |
| License and pricing | free · open source | freemium · open source |
| Free trial | No | No |
| Free-tier limit | Not listed in catalog | 30 reports/month, 2 users |
| Complexity | beginner | beginner |
| Team fit | large, medium, small | enterprise, large, medium, small |
| Test authoring languages | JavaScript, No-Code, TypeScript | Any, JavaScript, Node.js, TypeScript |
| Supported platforms | chrome, edge, firefox, http apis, linux, macos, rest apis, safari, web applications, windows | Any Cloud Platform, AWS, Azure, GraphQL Services, gRPC, HTTP APIs, Kafka, Playwright Browser Testing, Serverless Architecture, SOAP, Socket.IO, Web Applications, WebSockets |
| MCP server | No | Yes |
| Key features (catalog) | Automated script generation, Browser flow recording, Browser interaction recording, CI/CD integration support, Cross-browser recording, Custom rules for script generation, Desktop application, Dynamic data handling, Environment configuration, Functional test recording +27 more | 20+ integrations with monitoring tools, Advanced reporting and analytics, API load testing, Artillery Cloud for team collaboration, Auto-scaling load generators, AWS and Azure cloud integration, Browser automation at scale with thousands of headless browsers, Browser trace recording and analysis, Browser-based load testing, CI/CD integration with GitHub Actions, Jenkins, GitLab +39 more |
| Limitations (catalog) | Desktop application only (no web version), Learning curve for advanced features, Limited to browser-based recording, Limited to HTTP-based applications, Limited to supported browsers, No mobile app recording, No real-time collaboration, Requires k6 for test execution +2 more | Cloud-based execution model, JavaScript/Node.js ecosystem dependency, Limited support for legacy protocols, Primarily focused on performance testing, Requires understanding of load testing concepts, Some advanced features require paid plans |
Guidance below is inferred only from catalog differences. It is not a winner pick.