About IteraCompute
Infrastructure for open models.
IteraCompute operates and optimizes open-model inference infrastructure, providing OpenAI-compatible APIs, dedicated endpoints and custom deployments for enterprises and AI platforms.
Why we exist
Open models move fast. Infrastructure shouldn't slow you down.
New open-source models arrive every week, but turning them into reliable production infrastructure still requires model evaluation, quantization, engine tuning, capacity planning and continuous optimization.
Faster adoption
New models evaluated, optimized and deployed quickly.
Better economics
Quantization and inference optimization reduce the compute required per request.
Less infrastructure work
One OpenAI-compatible interface across multiple open-source models.
How we work
From model to production.
For models we operate directly, our team works across the inference stack — from model evaluation and quantization to engine configuration, memory optimization, deployment and production monitoring.
- ModelEvaluation
- PrecisionNVFP4 / FP8
- EnginevLLM / SGLang
- OptimizationKV Cache / Speculative Decoding
- InfrastructureGPU Compute
- APIOpenAI-compatible
Built on open-source technologies and standard APIs, so your team can keep using familiar tools.
Infrastructure
Operated in China. Accessible worldwide.
China Infrastructure
GPU infrastructure operated and managed by IteraCompute across regions such as Chongqing, Guizhou, Xinjiang and Anhui. Customers worldwide connect through one unified API, while inference and designated data processing stay in agreed regions.
Access paths are illustrative and do not represent physical routing.
Company
IteraCompute
Build on open models without building the infrastructure.
Explore models, or talk to us about your workload.