About ATOM

The Global Price Benchmark for AI Inference

Independent pricing intelligence for developers, analysts, and infrastructure buyers

The Challenge

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 costs across providers means navigating inconsistent units, scattered documentation, and opaque rate cards. There was no single source of truth. We built one.

Our Solution

An Intelligence Platform for the Inference Economy

Access

Three channels for accessing market intelligence, each designed for a different need.

MCP Terminal Feed Weekly coverage API access
Intelligence

Analytical engine that transforms raw pricing into structured, queryable market knowledge.

Taxonomy Classification Normalization Benchmark indexes Market KPIs Volatility composites Vendor analysis Model analysis SKU analysis Competitive rankings
Indexing

Data infrastructure that tracks the global inference market with zero variance.

Automated extraction Change detection Vendor monitoring Price verification Multi-modality coverage Deterministic parsing
Stamatios Kanellakis

Stamos Kanellakis

Founder & CEO, ATOM

"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.

Our Principles

What Guides Every Index

Objectivity

No sponsorships. No pay-to-play. Every vendor is indexed the same way, with the same rigor.

Precision

Deterministic extraction. Every SKU is normalized and verified, ensuring comparable units of measurement.

Transparency

Our methodology is public. Our data sources are documented. The index speaks for itself.

Who It's For

Built for Professionals Who Price AI

Developers & AI Agents
Live inference pricing inside Claude, Cursor, and Windsurf. Search models, compare vendors, and optimize costs directly in your workflow.
Analysts & FinOps Teams
Full market intelligence with dynamic dashboards. Benchmark indexes, vendor rankings, competitive analysis, and real-time price monitoring.
Engineering & Quant Teams
Structured pricing feeds direct to your systems. Complete SKU-level data with 32 queryable fields per record for models, dashboards, and routing systems.
A7OM
Data Integrity

Why Institutional Buyers
Trust ATOM

Every price point collected, timestamped, and verified.
Built by information economists with 25+ years advising C-suite teams on pricing strategy.

Deterministic Methodology
Full Audit Trail
Analyst-Verified Accuracy
View Our Methodology
Inference KPIs
Loading Inference KPIs...