Two things are true in the same week. Chinese AI shares have fallen sharply as investors reassess demand,
valuations and export restrictions. And Chinese models are at their strongest measured position yet.
| The capability picture | The equity picture |
|---|
| This week | Kimi K3.1 Pro 4th on the Intelligence Index at 55 | Shares falling sharply, per Reuters |
| Distribution | 41% of Hugging Face downloads to March 2026 | Investors reassessing demand |
| Gap to frontier | Narrowed from 12 points to 3 | Valuations being marked down |
| What is next | Kimi open weights promised by 4 November | Export restrictions still tightening |
Why both can be true
Releasing open weights does not require public-market funding, and it does not generate revenue either. A lab can
ship a model that lands fourth on an independent index and change nothing about the earnings of any listed
company. The index measures capability; the share price measures expected cash flows, and those have never been
the same thing.
Export restrictions push the same way. Constraints on hardware hurt the companies that sell and deploy at scale
more than they hurt a research team publishing weights, so the listed vehicles absorb the policy risk while the
model output keeps improving.
What to watch instead of the share price
Whether Kimi K3.1 Pro's weights actually land on 4 November, and what the open-to-closed gap measures after they
do. Artificial Analysis currently puts it at three points, down from twelve - roughly the
difference between reasoning-effort settings on a single closed model. If that holds with weights in public
hands, it changes what anyone needs to pay for, regardless of what the equities do.
Sources
Market reporting via The Neuron, 27 October, 27 October 2026. Index positions from the Artificial Analysis Intelligence Index.