Commentary: the era of tokenmaxxing may be coming to an end

Harper Carroll argues that the era of tokenmaxxing may be ending: with about 80% of Anthropic's revenue token-based and the top 5% of Claude Code users spending 20x more, the industry should shift from token-heavy agentic loops to selective AI use.

2026-10-31 ~ 2026-10-31 · 2 related posts

• Anthropic's S-1: top 5% Claude Code users spend 20x more, NRR near 900% — HarperSCarroll · 2026-10-31
• Tokenmaxxing may be ending: Anthropic's S-1 shows ~80% of revenue billed per token — HarperSCarroll · 2026-10-31