Formal EnginesGet an API key
A monumental stone arch framing a mountain range across a still alpine lake

The world isyour engine.

Access leading models through one OpenAI-compatible API. Compare inference prices, choose your model, and start building.

Get an API keyModels & pricing

Many GPUs.
One coordinated system.

Match price, memory and connectivity to the work. Then coordinate model shards, training workers or evaluation tasks across the right GPUs.

One model

Split the model across a connected GPU group.

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Formal Engines

Orchestration layer

Model memory · connectivity · price
GPU 01Model shard 1
GPU 02Model shard 2
GPU 03Model shard 3
GPU 04Model shard 4

Coordinated model execution

One response

Each GPU holds part of the model. The group works together to serve the request.

Illustrative layouts. GPU grouping depends on workload and connectivity.

There are no bad GPUs,
only bad prices.

The same GPU can carry very different prices. We compare eligible offers and place your workload where the economics make sense.

Memory, capacity and connectivity still have to fit. Once they do, why pay more?

Same GPU. Different prices.

H100 80GB
$2.18Lowest eligible offer$3.28Highest eligible offer
Nordics
$2.18
Canada
$2.34
US-central
$2.55
US-east
$2.90
EU-west
$3.12
US-east
$3.28
34% less

for the same GPU model.
$1.10 saved per GPU-hour in this example.

Illustrative eligible offers. USD per GPU-hour, not live quotes.

One layer coordinates
the whole run.

From a workload request to its final record, the coordination stays with the work.

  1. Describe

    Set the workload, required resources and spending limits.

  2. Place

    Match eligible compute to the execution layout the workload requires.

  3. Coordinate

    Launch the work and track the GPUs and workers that run it.

  4. Record

    Keep placement, price and run state with the result.

Built on the same engine.

Start with inference. Explore models and pricing, then connect your application with an API key.

Inference

Distribute model execution across GPUs. Access leading models through one familiar API.

Explore inference

Post-training

Turn task outcomes into training signals, then evaluate the next checkpoint against your definition of success.

Explore post-training

Your next idea.
One inference API.

Choose a model, create your account, and make your first inference request.

Start building