Open Question
Why Exact Training Costs Stay Hard to Nail Down
Labs rarely run a single model in isolation, so any end-to-end figure mixes dedicated work with broader R&D; without line-item breakdowns, readers are left guessing how much of the quoted range actually belongs to GLM-5 itself.
Cost Pressure
IPO Cash and the Timeline It Funded
Zhipu AI raised roughly $558 million in its January Hong Kong listing, money the company said went straight into accelerating GLM-5; that fresh runway makes the disputed cost range more than academic because it directly shaped how fast the model reached release.