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Hacker News · AI· agusdiazcano·· 5 hours agoSelectedAI score69

Jellyfish Report: Is Tokenmaxxing Really Worth the Cost?

I use 11.35B AI tokens a month. How many do you use?

AI guide

An analysis by Jellyfish of real-world data from 12,000 developers across 200 companies reveals that while simply maximizing token consumption ("tokenmaxxing") can boost output, unit costs surge significantly.

Why it matters

Combining actual pull request (PR) data, the study reveals diminishing marginal returns of tokens in AI-assisted coding, providing teams with a quantitative reference for compute budgeting and engineering performance evaluations.

Source:Hacker News · AI · jellyfish.co