I Tested 17 AI Tools Side by Side — Here's What Actually Matters
A few months ago I got tired of bookmarking AI tools I never used. My tab bar looked like a hoarder's garage — a writing assistant here, three "autonomous agents" there, a meeting summarizer I'd opened exactly once. So I did the obvious-but-annoying thing: I picked 17 of them and ran the same real work through every single one for a week.
Not a quick spin. Actual tasks from my actual job — drafting docs, triaging a messy inbox, summarizing a 40-minute call, refactoring a gnarly function, scheduling things across three time zones. The goal wasn't to crown a winner. It was to figure out which differences I'd been obsessing over actually changed my day, and which ones were marketing.
Here's what I learned, mostly the hard way.
The feature list lies to you
