Independent pricing intelligence for developers, analysts, and infrastructure buyers
The AI inference market shifts constantly. Vendors release new models, adjust pricing, and deprecate SKUs, often without notice. Tracking costs across providers means navigating inconsistent units, scattered documentation, and opaque rate cards. There was no single source of truth. We built one.
Three channels for accessing market intelligence, each designed for a different need.
Analytical engine that transforms raw pricing into structured, queryable market knowledge.
Data infrastructure that tracks the global inference market with zero variance.
"It struck me as unreal: a multi-trillion dollar global industry with no standardized pricing data. Extremely smart investors, analysts, and engineers were all guessing. The market needed a benchmark, transparent, normalized, and updated systematically."
Stamos is an information economist with 25+ years advising executives on pricing strategy and revenue optimization across global markets. ATOM is his answer to the fragmented state of AI pricing intelligence, a platform built for professionals who need clarity in the fastest-moving market globally.
No sponsorships. No pay-to-play. Every vendor is indexed the same way, with the same rigor.
Deterministic extraction. Every SKU is normalized and verified, ensuring comparable units of measurement.
Our methodology is public. Our data sources are documented. The index speaks for itself.
Every price point collected, timestamped, and verified.
Built by information economists with 25+ years advising C-suite teams on pricing strategy.