I spent time going through the Model Hub documentation this week and something did not add up.
The @OpenGradient Foundation tokenomics page from April 2026 describes model monetization in these terms: "Build a model, publish it, set your price. Every time a developer or agent calls it, you earn automatically, at the point of use."
I searched for that mechanism in the actual Model Hub documentation on docs.opengradient.ai. A model author can discover, share, version, and run models.
Available controls include descriptions, tags, visibility, and version management.
No price field exists. No payout mechanism appears. No per-call earnings for creators show up.
The Foundation states that all core token functions, including model monetization, became operational from day one. Yet inference payments currently route to node operators according to the developer documentation. The model author sits outside that payment path.
Over 2,000 models exist in the Hub. Creators keep uploading and sharing their work. Based on what the documentation currently describes, none of them earn per call from usage today.
The Foundation framing looks forward. The product documentation shows the present state. That difference stands out if model creator earnings form part of the demand thesis for OPG.

#opg $OPG