Researcher: $200 Daily LLM Tokens Yield 20% Productivity Gain for $500k Engineers

UW researcher Yuchen Jin calculates that a $500k engineer costs about $2,000 per workday, so $200 daily LLM tokens that boost productivity by 20% is a bargain. His takeaway: the more expensive the LLM, the more it should be used.

2026-09-24 ~ 2026-09-26 · 3 related posts

• A $500k engineer costs $2,000/day — $200 of LLM tokens for 20% more output is easy ROI — Yuchenj_UW · 2026-09-24
• A $500k engineer costs $2k/day — $200 of LLM tokens buying 20% output is easy ROI — generativist · 2026-09-26

1 near-duplicate retellings: peterjliu