INFERENCE FOR AGENTS

Frontier intelligence.
Built for background agents.

Qwen 3.8 27B and GLM 5.3 Flash. Frontier open models at high throughput and low cost, tuned for long-running agent workloads.

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OUR MODELSQwen 3.8 27BGLM 5.3 Flash

PARALLEL AGENTS

More agents. More possibilities.

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

Choose your model.

Enterprise capacity and dedicated deployments for your workload.

Qwen

Qwen 3.8 27B

27B parameters

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

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Z.ai

GLM 5.3 Flash

Flash

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

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LET’S BUILD

Inference shaped to your workload.

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

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