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.
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.
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.
Primary testing surface
Artillery
Performance
Grafana k6 Studio
Performance
Primary capability
Artillery
Performance
Grafana k6 Studio
Performance
License and pricing
Artillery
freemium · open source
Grafana k6 Studio
free · open source
Free trial
Artillery
No
Grafana k6 Studio
No
Free-tier limit
Artillery
30 reports/month, 2 users
Grafana k6 Studio
Not listed in catalog
Complexity
Artillery
beginner
Grafana k6 Studio
beginner
Team fit
Artillery
enterprise, large, medium, small
Grafana k6 Studio
large, medium, small
Test authoring languages
Artillery
Any, JavaScript, Node.js, TypeScript
Grafana k6 Studio
JavaScript, No-Code, TypeScript
Supported platforms
Artillery
Any Cloud Platform, AWS, Azure, GraphQL Services, gRPC, HTTP APIs, Kafka, Playwright Browser Testing, Serverless Architecture, SOAP, Socket.IO, Web Applications, WebSockets
Grafana k6 Studio
chrome, edge, firefox, http apis, linux, macos, rest apis, safari, web applications, windows
MCP server
Artillery
Yes
Grafana k6 Studio
No
Key features (catalog)
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
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
Limitations (catalog)
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
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
| Attribute | Artillery | Grafana k6 Studio |
|---|---|---|
| Primary testing surface | Performance | Performance |
| Primary capability | Performance | Performance |
| License and pricing | freemium · open source | free · open source |
| Free trial | No | No |
| Free-tier limit | 30 reports/month, 2 users | Not listed in catalog |
| Complexity | beginner | beginner |
| Team fit | enterprise, large, medium, small | large, medium, small |
| Test authoring languages | Any, JavaScript, Node.js, TypeScript | JavaScript, No-Code, TypeScript |
| Supported platforms | Any Cloud Platform, AWS, Azure, GraphQL Services, gRPC, HTTP APIs, Kafka, Playwright Browser Testing, Serverless Architecture, SOAP, Socket.IO, Web Applications, WebSockets | chrome, edge, firefox, http apis, linux, macos, rest apis, safari, web applications, windows |
| MCP server | Yes | No |
| Key features (catalog) | 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 | 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 |
| Limitations (catalog) | 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 | 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 |
Guidance below is inferred only from catalog differences. It is not a winner pick.