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Wojak-Bench 3D Launches AI 3D Printing Blind Voting Leaderboard

1 reports1 sources1 hr agoUpdated

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Wojak-Bench 3D has launched a community blind-voting leaderboard comparing the capabilities of various AIs in generating 3D printing models: model names are hidden before voting, comparisons are made in pairs using the same prompt, and physical print photos are prioritized; when no physical object is available, renders of the print files are used. Currently, Claude Fable 5.2 leads with a 64% win rate (7 wins, 0 draws, 4 losses, 11 votes), while GPT-6 Astra stands at 36% (4 wins, 0 draws, 7 losses, 11 votes). This leaderboard reflects community preference rather than a controlled evaluation; the sample size is small, and the rankings are unreliable. Voting is limited to one vote per browser per pair, but this can be bypassed by clearing cookies or switching browsers.

AI overview based on source reports · Updated 59 min ago

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Nov 15
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    Wojak-Bench 3D: Which AI is best at 3D printing?

    Wojak-Bench 3D is a community preference poll that hides model names until you vote, with one vote per browser per pair. The leaderboard currently shows Claude Fable 5.2 at 64% share (7/0/4, 11 votes) and GPT-6 Astra at 36% (4/0/7, 11 votes), where share = (wins + 0.5 × ties) / votes on same-prompt pairs. The site notes it is community preference rather than a controlled evaluation, that small samples are unreliable, and that votes compare photos of physical prints where available, otherwise renders of the print files.

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