
Adaptive at any volume
Observes token patterns and prompt shapes.
Finds capacity and scales on its own,
even during peak hours.
The most intelligence per dollar on any open-source model,
running serverless or in your own cloud.

Observes token patterns and prompt shapes.
Finds capacity and scales on its own,
even during peak hours.

Any open-source model or fine-tuned LoRAs,
any deployment, any use case.

Managed endpoints that actually hit SLOs,
from a few seconds to hours.
Ready to dive deeper? We’d love to connect
Send your agents and batch jobs to one serverless endpoint, and we run them on the cheapest capacity that fits. No GPUs to manage, no rate limits, pay per token for your exact workload shape.
Same state-of-the-art inference, built for regulated
industries and strict data-residency requirements. Get the performance and efficiency of Impala, entirely within your own infrastructure.
Our inference engine reads the shape of your live traffic
and reconfigures itself around it — kernels, batching, decoding —
so the same fleet serves more tokens for less money.
Up to 300% on the same hardware
Throughput lands on unit cost
Same models, API and prompts