aiqbench analysis

Ted Sanders argues that LLM version numbers now encode release order, lineage, and expected magnitude of improvement, not just a headline milestone. He also says model size is the main predictor of reliability, per-token cost, and factual recall, though performance across tasks is still uneven. For readers, this is a useful guide to decoding vendor naming schemes when comparing models, but it comes from one company's own framing and doesn't offer independent benchmarks.