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
Price and free tier (15)15 Browser Use15 Playwright
Ease of start (10)5 Browser Use8 Playwright
Reliability and trust (10)5 Browser Use8 Playwright
Community signal (10)8 Browser Use8 Playwright
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
Playwright 1.64.1 drove Chrome through the local demo in 0.55s: login demo/demo, table oak-chest/iron-key/lantern, form saved batch3-form-ok, screenshot 6618 bytes. Evidence: evidence/2026-10-16/batch3/playwright/.
