Cerebras
A cloud inference platform built on wafer-scale chips, emphasising high throughput and low latency so developers can call mainstream open models through one API.
Cerebras approaches large-model inference through its wafer-scale engine, turning cloud inference into a product for developers and teams. It hosts open models such as Llama, Qwen and Mistral behind one API, with streaming and batch calls, billed by token. Its selling points are throughput and first-token latency: benchmarks pushed Qwen3 Coder to about 2000 tokens per second, and a VS Code extension connects in one click instead of self-hosting.