I think there's basically the benchmarks, and then "the benchmarks". The former is, like, actual stuff you can quantify and game. And the latter is the public response. The former is a leading indicator but it's not always accurate, and the latter is what actually matters. I knew Gemini 2.5 was better than Claude 3.7 based on the Reddit reaction lol