LLM inference provider — open-weight models, cost-optimized endpoints.
We host quantized open-weight language models (Qwen, DeepSeek, MiMo, GLM, Llama, Mistral, and others) on cost-optimized infrastructure, serving OpenAI-compatible inference endpoints to marketplace partners including OpenRouter, Hugging Face Inference Providers, Featherless, and Novita.
Our model catalog updates continuously as new open-weight releases are validated, quantized, and deployed. Current models and per-token pricing are available through our marketplace partners. We specialize in rapid onboarding of newly released frontier-class models — typically listed within 24–72 hours of a lab's release.
Hybrid compute architecture combines serverless GPU for low-latency launch paths with spot-instance fleets for sustained margin. Automatic failover between compute paths ensures high availability. All endpoints expose the OpenAI-compatible /v1/chat/completions schema.
vLLM AWQ quantization Multi-region spot OpenAI-compatible
Per-listing SLA monitoring with p99 latency tracking, automatic rerouting on degradation, and 24/7 emergency-delist procedures. Reliability metrics are published to marketplace partners in real time.
General inquiries: hello@strikeengine.dev
Partnerships & marketplaces: partnerships@strikeengine.dev
Disputes & refunds: disputes@strikeengine.dev