The Bloomberg Terminal for AI Compute

The AI compute market remains opaque and supply-constrained, characterized by rising rental costs for both legacy A100 and modern H100/B200 GPUs. Silicon Data brings transparency to this sector by tracking GPU rental indices, token expenditure, and forward curves, revealing that demand consistently outpaces supply. While frontier models currently dominate, the industry is shifting toward multi-model workflows and specialized post-training, which may decentralize compute demand. Despite strong growth in AI adoption, the sector faces financial risks from heavy capital expenditure and reliance on debt-fueled expansion. Furthermore, energy availability and power constraints have replaced chip shortages as the primary bottleneck for data center growth. These dynamics suggest a complex transition phase where market participants must navigate both rapid technological evolution and the potential for a financial correction in infrastructure investment.