This rapid jump from 63 to 668 models on OpenRouter sounds like a lot of hype on paper, but I’m always asking what actually changes on the ground for users.
Just because something is 'tracked' doesn't automatically mean it's immediately useful or even accurately reflected in a daily research dataset.
I've seen countless educational software rollouts where the glossy marketing promises don't align with what actually works in a classroom or how the data truly gets used.
For instance, if a new model is buggy or has obscure API changes, it might be 'tracked' but it won't be reliably integrated into any real application, so what's the real cash flow or behavioral impact?
Measuring growth is one thing; proving its practical value and seamless integration is another entirely.