There are now two LLM leaderboards, and pretending they answer the same question is how teams end up with expensive architecture and vague model-selection meetings. The first leaderboard is the taste test: Arena-style human preference rankings, where strong frontier models win pairwise comparisons because they reason better, write cleaner, recover