Best decentralized GPUs by workload
Tested recommendations matching real developer workloads to the right network architecture, pricing model, and GPU hardware.
Workload guideTop pick: Akash
Best Decentralized GPU Networks for AI Inference
Low-latency, cost-effective serving for open-weight LLMs, vision, and speech models
Workload guideTop pick: Render
Best Decentralized GPU Networks for 3D Rendering & VFX
High-throughput parallel compute for OctaneRender, Blender, Cinema4D, and Unreal Engine
Workload guideTop pick: io.net
Best Decentralized GPU Networks for AI Model Fine-Tuning
Cost-effective training runs for LoRA, QLoRA, and domain adaptation under $2/hour per GPU