Evergreen Review vs Dated Snapshot
Date every score; retire stale pages.
Articles
Published work from this author.
Single Reviewer vs Calibrated Panel
Panels reduce idiosyncratic scores.
Vendor Benchmarks vs Job Fixtures
Your fixtures beat their leaderboard.
Weighted Scorecard vs Star Ratings
Stars hide tradeoffs; weights make priorities explicit.
Perplexity for How to Evaluate AI Tools: Cluster Review
Separate research UX from citation reliability
Gemini for How to Evaluate AI Tools: Cluster Review
Normalize against Google ecosystem advantages
Notion AI for How to Evaluate AI Tools: Cluster Review
Judge on workplace fit, not raw model IQ
GitHub Copilot for How to Evaluate AI Tools: Cluster Review
Requires coding-task fixtures, not generic prompts
Claude for How to Evaluate AI Tools: Cluster Review
Score carefully on long-context jobs vs chat UX
ChatGPT for How to Evaluate AI Tools: Cluster Review
Evaluate as a generalist — strong baseline, easy to over-weight