Ask anything. We put your question to every major model at once, check whether each cited source actually resolves (a dead link is a fabricated source), and let an impartial judge rank the answers. Same models everyone else runs โ the difference is we get it right the first time, and we show our work.
Yes, we often spend more tokens โ because a cheap wrong answer costs you far more: you act on bad info, or re-ask and re-check it a dozen times before you catch it. Right-once is the real saving.
๐Every cited link verifiedโ๏ธImpartial DEB judgeโฑ๏ธTimed, side-by-side๐ตReal cost shown๐งชYour question, not ours
Claude Opus 4.8Claude Sonnet 5Claude Fable 5Gemini 3.1 ProGrokCopilot (paste-in)IAMRI โ our engine alone ยท with memory & research ยท with 1 / 2 / 3 DEBs
We name every opponent and we don't hide the rounds we lose. Atelier runs on a current frontier reasoning model over a flat-rate membership, wrapped in live web research and a hard source-check โ so the system gets it right, not a secret model. Correctness is engineered, not claimed.
STEP 1
Ask
Type any question โ or fire one of the traps below, built to break confident models.
STEP 2
Every model answers
Same prompt to each, at once. We time them, count tokens, and check that every cited link resolves.
STEP 3
A judge ranks them
A DEB scores the answers โ told to stay fair, never to favor home. You see the receipts.