AI RESEARCH
LLM rankings are not a ladder: experimental results from a transitive benchmark graph [D]
r/MachineLearning
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I built a small website called LLM Win: It turns LLM benchmark results into a directed graph: text If model A beats model B on benchmark X, add an edge A -> B. Then it searches for the shortest transitive chain between two models. The meme version is: text Can LLaMA 2 7B beat Claude Opus 4.7? In an absurd transitive benchmark sense, sometimes yes. But I added a Report tab because the structure itself seems useful for model evaluation. Some experimental findings from the current Artificial Analysis data snapshot: Weak-to-strong reachability is high.