Compared with the tools you are also looking at.
Every page here carries the source and the date behind each competitor claim, and a section saying where that tool is the better pick. Three of these products do things smolanalytics does not do at all.
An open-source testing platform where AI agents navigate your app end-to-end and catch regressions on every PR, with no test code required.
An AI testing platform that catches real bugs before they ship, with plain-English tests kept as files in your codebase.
Agentic testing for every change you ship, with an MCP server for Cursor, Claude Code, VS Code and Codex.
An agent-native testing platform whose agents walk a real browser and leave plain YAML tests in your repository.
Reliable web automation for testing, scripting and AI agents, from Microsoft, open source and free.
An AI testing tool that generated and maintained standard Playwright tests from a URL, so the runtime loop was deterministic with no model in it.
Missing a tool you are evaluating? The ones deliberately absent are the sales-led platforms whose prices are not published anywhere first-party, because a comparison table built out of contradictory aggregator numbers is worse than no table. If a page here is out of date, say so and it gets corrected.