Cross-AI Workflowsintermediate · ~120 min

Choose the Right AI With Your Own Evidence — a Cross-AI Evaluation Scorecard

Have you ever picked an AI tool because of a leaderboard screenshot, a confident friend, or one bad answer on a bad day?

This project replaces brand loyalty with a small pile of evidence you gathered yourself, about the work you actually do, so that "which AI should I use" becomes a question you can answer out loud with a reason.

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$10 one-time

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$99 / year

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What you'll do

A versioned scorecard repository — a frozen task, a rubric you wrote before seeing any answer, blinded outputs from Claude Code and at least one other AI system, primary-source verification of the checkable claims, and one written recommendation naming which system you reach for on which kind of task, plus the fallback when it is unavailable.