Launch set
Rankings
Two categories, four jobs, twelve tools. Open a job for the top 3 and the full list. Every score is still testing in progress. A Sponsored listing, when one is live, sits outside that list. Payment does not change the order.
Coding Agents
IDEs, terminal agents, and editor extensions that change a real repository. Each one is queued for the same two jobs on the TaskBoard reference app: add a feature with tests, and fix a seeded bug.
Add a feature plus tests to a seeded repo
The agent gets the TaskBoard repo at a pinned commit and a written feature spec. It may edit application code and add tests. A hidden suite the agent does not see decides the pass.
Fix a seeded bug in a repository
A known bug is planted in TaskBoard. The agent has to find and fix it. The rest of the suite has to stay green, and the fix should not be a rewrite.
Aider, Claude Code, Cline, Cursor, Devin Desktop, GitHub Copilot
App Builders
Prompt-to-app tools that start from a written spec and produce a running web app. Each one is queued to build a CRUD app with login, and a landing page with a waitlist.
Build a CRUD app with login from a fixed spec
From an empty project, the tool builds TaskBoard: lists, tasks, email login, and a protected page. The prompt is fixed. Playwright checks the running app.
Ship a public marketing page with a waitlist form
The second app-builder job in suite v0.1. The tool ships a public page with the sections in the spec and a waitlist form that reaches a success state.
Base44, Bolt, Hostinger AI Builder, Lovable, Replit Agent, v0