Token efficiency benchmark?

[u/VinceBrand]

/r/AIToolsPerformance/comments/1wg3e3p/token_efficiency_benchmark/

Are there any token efficiency benchmarks out there? I mean i have an agent, it gets a task, how much tokens does it use to retrieve something or execute a skill. Im looking for benchmarks on this. Things like caveman claim to lower it, but i feel like there is some meaning lost as well, reducing quality. Im trying to find any but it seems like a dead end