Bufo Benchmark: Who Makes the Best Frog?

Field notes

Each model receives the same Bufo reference image and ten tasks, including prompts in which Bufo can hold or become a coffee. The site averages ten likeness scores into a rating out of 100 and places that beside measured USD-per-image costs. Visitors can make side-by-side picks, but those selections remain local to the browser and do not alter the leaderboard. The page also warns that small score gaps are inconclusive and that its learned scorer can miss the joke.