#opg $OPG @OpenGradient
I used to belive more models meant more choice, but watching demand move, that feels too neat.
My thesis is simple: OpenGradient only becomes a real model market if OPG demand spreads across models, not just into the loudest few.
A fixed 1,000,000,000 OPG supply matters becuse payments cannot expand forever without showing where usage is real.
The 10-second block target is also not just speed; it shows how quickly settelment can confirm demand before attention rotaton gets stale.
And the 40% ecosystem allocation signels that growth is expected to come from builders, yet that only works if smal models get traffic too.
MPEI feels like a quiet liquidity check: who gets used, who gets ignored, and which “popular” model is actualy just default behavior 😐
For OpenGradient, low entropy would not mean failure.
It would mean OPG demand is starting to choose habit over discovery.
What best shows healthy OpenGradient model demand?
I used to belive more models meant more choice, but watching demand move, that feels too neat.
My thesis is simple: OpenGradient only becomes a real model market if OPG demand spreads across models, not just into the loudest few.
A fixed 1,000,000,000 OPG supply matters becuse payments cannot expand forever without showing where usage is real.
The 10-second block target is also not just speed; it shows how quickly settelment can confirm demand before attention rotaton gets stale.
And the 40% ecosystem allocation signels that growth is expected to come from builders, yet that only works if smal models get traffic too.
MPEI feels like a quiet liquidity check: who gets used, who gets ignored, and which “popular” model is actualy just default behavior 😐
For OpenGradient, low entropy would not mean failure.
It would mean OPG demand is starting to choose habit over discovery.
What best shows healthy OpenGradient model demand?
Wide Usage
Few Winners
Default Habit
1 ч. осталось