GPUs are going Brrr. Inference is not. We changed that.
Our stack achieves 95%+ GPU utilization, 10x more requests on the same GPUs
Our stack doesn't waste expensive GPU cycles, so you get more from your GPU investments or radically reduce costs.
0%
Avg Utilization
Goodput: 100s tokens/sec†
0%
Avg Utilization
Goodput: 1000s tokens/sec†
† Based on gpt-oss-120B on A× H100 SXM; 1k input / 500 output tokens; B concurrency; C RPS; matched p99 e2e latency. Animation derived from recorded serving benchmark traces. Details available on request.
Works on commodity & data-center GPUs. No hardware changes.