Find XO: Open weights arrive at frontier quality for one-sixth the cost, business margin calculations built on APIs go awry (martinalderson.com)
Writing language: Korean Read in the original language
Summary / Read source ↗
- Z.ai's open-weight model GLM 5.2 outperformed GPT-5.5 on coding benchmarks, with output costs of $4.40 per million tokens compared to Opus 4.8's $25.
- Businesses that layered wrappers on closed APIs to earn margins are seeing their cost floors collapse completely.
- Competitors see the same cost sheets, so the savings flow to customers rather than founders.
- The lowered costs are more a notification that prices cannot be maintained than an opportunity.