No release verdicts yet. Scored jobs show how many tools were tested. The rest are not tested.
Queue
VC1 · Build a landing page from a prompt · Not testedVC2 · Build a full-stack app from a prompt · 1 scoredVC3 · Deploy and host a vibe-coded app · Not testedVC4 · Add auth and a database to an app · 1 scoredVC5 · Find security holes in a vibe-coded repo · 1 scoredVC6 · Turn a design or screenshot into UI code · 1 scoredCA1 · Inline autocomplete and chat in the IDE · 3 scoredCA2 · Multi-file refactor with an agent · 3 scoredCA3 · Turn a GitHub issue into a PR autonomously · 2 scoredCA4 · AI code review on pull requests · 1 scoredCA5 · Generate unit and end-to-end tests · 4 scoredCA6 · Run a coding model locally or cheaply · 5 scoredMCP1 · Connect an agent to GitHub · 1 scoredMCP2 · Let an agent control a browser · 4 scoredMCP3 · Let an agent query a database · 1 scoredMCP4 · Give an agent web search and live docs · 1 scoredMCP5 · Build or host your own MCP server · 4 scoredMCP6 · Find and install MCP servers · 2 scoredGD1 · Generate 2D sprites and pixel art · 1 scoredGD2 · Generate 3D models for a game · 1 scoredGD3 · Make sound effects and music · 1 scoredGD4 · Voice and dialogue for NPCs · Not testedGD5 · Prototype a playable game from a prompt · Not testedGD6 · Animate characters with AI (mocap/rigging) · Not testedVC1 · Build a landing page from a prompt · Not testedVC2 · Build a full-stack app from a prompt · 1 scoredVC3 · Deploy and host a vibe-coded app · Not testedVC4 · Add auth and a database to an app · 1 scoredVC5 · Find security holes in a vibe-coded repo · 1 scoredVC6 · Turn a design or screenshot into UI code · 1 scoredCA1 · Inline autocomplete and chat in the IDE · 3 scoredCA2 · Multi-file refactor with an agent · 3 scoredCA3 · Turn a GitHub issue into a PR autonomously · 2 scoredCA4 · AI code review on pull requests · 1 scoredCA5 · Generate unit and end-to-end tests · 4 scoredCA6 · Run a coding model locally or cheaply · 5 scoredMCP1 · Connect an agent to GitHub · 1 scoredMCP2 · Let an agent control a browser · 4 scoredMCP3 · Let an agent query a database · 1 scoredMCP4 · Give an agent web search and live docs · 1 scoredMCP5 · Build or host your own MCP server · 4 scoredMCP6 · Find and install MCP servers · 2 scoredGD1 · Generate 2D sprites and pixel art · 1 scoredGD2 · Generate 3D models for a game · 1 scoredGD3 · Make sound effects and music · 1 scoredGD4 · Voice and dialogue for NPCs · Not testedGD5 · Prototype a playable game from a prompt · Not testedGD6 · Animate characters with AI (mocap/rigging) · Not tested
Speed and effort (15)4 Browser Use13 Playwright MCP
Price and free tier (15)15 Browser Use15 Playwright MCP
Ease of start (10)5 Browser Use8 Playwright MCP
Reliability and trust (10)5 Browser Use8 Playwright MCP
Community signal (10)8 Browser Use7 Playwright MCP
Evidence · Browser Use
npm browser-use 0.9.0 (the package calls itself an unofficial TypeScript port) with --provider ollama. It opened http://127.0.0.1:8092/login, then failed: the model does not support multimodal requests. Login, the form, the table, and a screenshot were not completed. Killed at 70s. Evidence: evidence/2026-10-16/batch3/browser-use/task.err.
Evidence · Playwright MCP
Playwright MCP (server Playwright 1.64.0-alpha) logged into the demo, snapshotted the inventory table, saved note mcp-form-ok, and wrote page.png. Evidence: evidence/2026-10-16/batch3/playwright-mcp/.
