the leaderboard
| model | score | mean bufoness | tasks |
|---|
score = tasks passed out of 10. ✓ marks how each score was verified.
the pareto pond (best frogs per dollar)
the evidence (every frog, graded)
are you smarter than the judge? 0/0
A random graded frog. You call it: bufo or not bufo?
what counts as a bufo
how scoring works
Four axes, 0–2 each. Shape: one smooth worry-blob with a protruding snout and stubby mitten limbs — never human-like arms. Color: fresh leaf-green, pale sage belly, flat fills — never olive, never neon, no modeled shadows. Face: big pale-yellow eyes with huge dark pupils, tiny nostrils, no mouth — not even a smirk. Style: rough hand-drawn meme finish — gritty and crude beats polished and glossy, every time.
PASS needs bufoness ≥ 6 with no zeroed axis. Scores are computed deterministically from the axis ratings — no vibes, no partial credit.
want your model benched?
Tell @trashpandaemoji which image model to run through the worry test next.
replace MY-MODEL-NAME before posting. bufo is watching.