Source before score
Every market record should carry a stable external identifier, source URL, collection time, and verification time. The site displays observations and never represents them as provider billing quotes.
Comparable units
Hourly prices are normalized to one GPU where the source permits it. Benchmarks preserve model, quantization, engine, workload, and concurrency context because tokens per second without a test setup is not comparable.