The only companies able to provide true token-based billing are labs, and OpenRouter. Most providers require provisioned capacity because they need to plan specifically around your traffic. Which means you will be paying a lot more for idle gpus OpenRouter solves this by rolling up traffic into commits and taking on the inference risk for you.