Inception Labs

Ultra-fast inference on custom LPU chips. Open-weights at 500+ tokens/sec.

GroqCloud serves open-weights models (Llama, DeepSeek, Qwen, Kimi) on Groq's purpose-built LPU hardware, hitting hundreds of tokens per second where GPUs manage tens. OpenAI-compatible API with a free tier; the default when token latency is the product.

Wafer-scale inference cloud for open models.

Inference cloud that serves open-weight models such as Llama, Qwen, DeepSeek, and gpt-oss on Cerebras's wafer-scale CS-3 hardware, reaching token throughput far above GPU clouds. Exposes an OpenAI-compatible API with a free daily tier and pay-per-token pricing.

Fast inference + fine-tuning. Production deployments at scale.

Optimized inference platform for open-weights models with strong latency numbers and serverless + dedicated deployment options. Fine-tuning supported; vision and audio models alongside text.

Fine-tuning + inference for open-weights models. Broad coverage.

Hosted inference and fine-tuning across hundreds of open-weights models (Llama, Mistral, DeepSeek, Qwen, etc.). Strong pricing for inference-at-scale; LoRA + full fine-tuning supported.