The ruble markup on AI tokens

This explains how Russian payment blocks and provider region restrictions turned AI model access into a distinct, monetized product: gateways that sell ruble-denominated API access at large markups over converted list prices. Because Russian cards, Mastercard/Visa services and supported-country billing are often unusable, intermediaries package payment processing, currency conversion, tax handling, local support and a reachable endpoint into a single API key. That access premium is visible in pricing: Anthropic’s Claude Sonnet 5 lists at $2/$10 per million tokens (≈₽168/₽841 at ₽84.0657/$) while Russian resellers list it at roughly ₽400/₽2,000 or ₽600/₽3,030 (about 2.4-3.6×). More expensive models show similar spreads. The gateways thus convert fixed cross‑border setup costs and operational risk into a variable per‑token price; published spreads reflect access value as much as operator margin.

Three coexisting markets supply that demand: formal ruble gateways that offer invoices, legal terms and continuity; access‑premium marketplaces selling immediate keys or balances at high prices and counterparty risk; and gray‑pool suppliers that retail pooled subscriptions, unused enterprise quota or rotated accounts at steep discounts. The standardized token unit makes repackaging trivial, obscuring upstream sourcing and fraud risk. Customers accept 2-4× prices because direct procurement requires foreign entities, banking and infrastructure. The resulting structure is not merely higher prices but a new commercial layer wired into how Russian developers reach frontier models.