Ask HN: Why Are Companies Tokenmaxxing?

Companies have been reported to „tokenmax“, i.e. have leaderboards of AI token usage, with the idea that consuming more tokens means better productivity.

The idea sounds so obviously completely absurd to me. Could someone make an actual case for it that isn’t pure irrationality? Have you experienced it and if yes how is that communicated and justified internally?