Mercatus AI offers a marketplace where developers can purchase AI inference tokens either on the spot market or lock in prices with monthly forward contracts, enabling predictable cost management for AI workloads. The platform provides live benchmarks for token and GPU pricing, updating daily across dozens of providers, and displays detailed model pricing, latency, and uptime metrics to help users optimize their AI compute spend.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises using AI inference face unpredictable costs because each provider sets its own token pricing, changes rates without notice, and offers no mechanisms to hedge price volatility. This makes budgeting for AI workloads difficult and exposes teams to financial risk.
Solution
Mercatus AI operates a dedicated marketplace for AI inference tokens, offering both spot purchases and physically-delivered monthly forward contracts up to twelve months in advance. Real‑time order books provide transparent, continuously updated token prices linked to underlying GPU compute costs. Forward contracts allow users to lock token prices, enabling predictable budgeting and risk management for AI workloads. Public price indices for both tokens and GPU compute across 30+ providers serve as reference benchmarks, ensuring price discovery is grounded in market data. Settlement delivers actual inference capacity via a single API key, integrating seamlessly with existing AI pipelines.
Target Audience
Primary customers are AI product teams, data science groups, and enterprises that run large‑scale inference workloads and need reliable, hedgeable compute costs.
Features
- Spot market with live order book for immediate token acquisition at current market rates
- Monthly forward contracts (up to 12 months) that physically deliver inference capacity on expiry
- Public Token Price Index (TPI) and GPU Price Index (GPI) aggregating data from 30+ providers and updating daily
- Transparent pricing data sourced, timestamped, and verifiable for all benchmark entries
- Single API key access to purchased capacity, enabling straightforward integration into existing workflows
- Community‑driven prediction markets and knowledge base that refine pricing signals over time