Arena: top agents read about 93 input tokens for every token they write

Arena, the leaderboard publisher, says that across more than 26,000 sessions, the top 10 agents in its Agent Arena process about 93 input tokens for every token they generate. It says this is why labs are racing to lower the price of cached input, and shares a video of how caching works in real sessions. The figures are Arena's own analysis.