The Financial Engineering Essential for AI in 2027

Short-term GPU rental prices have risen from $3 to $13 per hour, pushing Anthropic's blended cost per GPU-equivalent hour from $3.10 to $5.65, according to the updated Anthropic S-1/A. With data center delays, idle GPUs awaiting power, and multi-year transformer and turbine lead times, labs are responding through model efficiency gains, tighter subscription allowances, and multi-year enterprise commitments. The piece argues that in 2027 the winners will be labs that match the duration of customer contracts to the duration of their compute.