Stage 3: independently tested.
The rule that placed itSomeone other than the maker has tested it: an independent benchmark, a peer-reviewed paper, or a hands-on test by a trusted outlet.
The evidenceOn Scale's Remote Labor Index leaderboard, the best AI, Claude Opus 5.5, completed 21.25% of real paid freelance projects to a professional's standard. Scale Labs, Remote Labor Index leaderboard, Oct 19, 2026.
A stage says how far the evidence has got. It is not a rating of the AI and not advice.
- 1ClaimedNo evidence yet
- 2LaunchedNo evidence yet
- 3Independently testedPlaced here
- 4Tested with real peopleNo evidence yet
- 5Regulator-clearedNo approval process exists
- 6Widely used with a verified recordNo evidence yet
Everything we found.
In ladder order, newest first within each kind. Makers' own claims are labeled as theirs.
What independent tests found
- Remote Labor Index
On Scale's Remote Labor Index leaderboard, the best AI, Claude Opus 5.5, completed 21.25% of real paid freelance projects to a professional's standard.
Scale Labs, Remote Labor Index leaderboard · Oct 19, 2026
- Remote Labor Index
On the Remote Labor Index of real paid freelance projects, the best AI completed 15.8%, about double the previous best.
“Fable 5 reaches the highest automation rate measured so far, 15.8%, roughly double Opus 4.8 at 8.3%.”
Center for AI Safety, Remote Labor Index · Jul 1, 2026
Not found in our sources yet: what the makers claim; what has launched; tested with real people; how many people use it. No regulator approves AI for this task, so the approval step doesn't apply.
Track record and tools.
Failures and court cases are shown beside the stage, never folded into it. Tools are listed because the evidence names them, in no order of merit.
- Claude Opus 5.5
- Fable 5
- Claude Opus 4.8
Can AI do these yet?

Plan and book my trip
Stage 3 of 6Independently tested
2024 benchmark: GPT-4 made a valid travel plan 0.6% of the time

Shop and buy for me
Stage 2 of 6Launched
ChatGPT let US users buy from Etsy sellers inside the chat (Sep 2025)

Finish a long coding task alone
Stage 3 of 6Independently tested
METR: top agents' time horizon now over two working days
