500+ tps.

Inference for
Background Agents

Frontier Open models at high throughput and low cost.

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Inference for Parallel Agents

The Future of Agents is Wide not Fast

Thread growthThreads grow from a central stem. One green pulse travels along each branch at a staggered time. The view scrolls upward with the slowest pulse, keeping it visible. Once all pulses reach their tips, it slides one tip to the center, and grows the next tree from it. Successive cycles alternate right and left.
1

From Silicon

Amtal optimizes and tunes kernels for the exact shapes that production inference workloads require.

to every task.

2

Verify every sharding.

For each machine, Amtal enumerates parallelism and placement choices, removes configurations that do not fit, prices their collectives, and ranks the viable routes.

MODEL CATALOG

Frontier models.
Hot when they ship.

DeepSeek

DeepSeek V4 Flash

MoE · 1M context

Fast, efficient inference for coding, reasoning, and long-horizon agent workloads.

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Get the best inference
for the shape of your workload.

Bring your longest-running agent workload. Keep its intelligence and lower its inference cost.

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