The Global Price Benchmark for AI Inference
Smarter model selection for developers and infrastructure buyers
AI Pricing Is a Moving Target
The AI inference market shifts constantly. Vendors release new models, adjust pricing, and deprecate SKUs, often without notice. Tracking prices across providers means navigating inconsistent units, scattered documentation, and opaque rate cards. There was no single source of truth. We built one.
The ATOM Inference Price Index (AIPI)
ATOM's flagship service, AIPI, tracks inference pricing across 1,600+ SKUs from 40+ vendors in 9 countries, spanning 6 modalities: text, image, audio, video, voice, and multimodal. Every price is extracted through deterministic, zero-variance methodology — the same input always produces the same output, every time. No sampling, no estimation, no variance.
The index is updated systematically, with 25 benchmark indexes covering global and regional markets. ATOM publishes weekly market coverage analyzing price movements, volatility trends, and competitive dynamics across the inference supply chain.
Stamos Kanellakis
"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 experience advising executives on high-tech revenue strategy and price optimization across North America, Europe, and the Gulf. 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.
What Guides Every Index
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.
