via “per-second gpu instance provisioning with programmatic scaling”
GPU marketplace with affordable distributed compute for AI workloads.
Unique: Implements per-second billing granularity (no rounding, no minimum hours) with instant termination and no exit penalties, enabling true pay-as-you-go GPU compute. Combines three pricing tiers (on-demand, spot, reserved) with programmatic scaling via Python SDK and REST API, allowing developers to optimize cost dynamically without manual intervention or long-term contracts.
vs others: Cheaper and more flexible than AWS EC2 GPU instances because per-second billing eliminates rounding overhead, spot instances are 50%+ cheaper, and no minimum commitments allow instant exit; more granular than Lambda/Functions because developers get full GPU control and can run arbitrary Docker workloads, not just serverless functions.