Token cost, answer quality and the cost of running models are the new core metrics.
Track monthly whether recurring revenue growth outruns losses.
Compare paying per token with running your own model on GPUs, at your monthly volume.
Work out model FLOPs utilisation for training from throughput and hardware peak.