Overview
Strengths & Best For
GMI Cloud provides H100 and H200 GPU clusters across US and APAC regions with NVLink interconnects for high-bandwidth distributed AI training and large-scale LLM inference. Competitive on-demand pricing and large cluster support make it a strong option for APAC-based AI teams that need flagship NVIDIA hardware without the latency of US-only providers. A reliable specialist GPU cloud for organizations running multi-node training workloads across North America and Asia-Pacific.
- Competitive H100/H200 pricing
- APAC region availability
- High-bandwidth interconnects
- Large cluster support
- Small provider — limited scale for very large clusters
- Less mature platform vs CoreWeave or Lambda
- Limited ecosystem integrations
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Runcrate is a GPU cloud founded in 2024 offering on-demand instances with per-second billing and no minimum commitment — the meter stops the moment you stop the instance. The platform aggregates GPU capacity across eight global regions spanning North America, Europe, and Asia, covering 14 GPU models from RTX A6000 and A100 through H100 and RTX PRO 6000. Full root access via SSH, Docker support, and custom images are included on every instance. An OpenAI-compatible inference API serves open-source models billed per token, and reserved or dedicated capacity is available for teams with monthly volume commitments.
- Per-second billing — no minimum commitment
- OpenAI-compatible inference API
- 14 GPU models including H100 and RTX PRO 6000
- 8 global regions across NA, EU, and Asia
- Full root SSH access with Docker and custom images
- Reserved and dedicated capacity available
- No enterprise SLAs or uptime guarantees
- Smaller provider — limited scale vs hyperscalers
- No managed platform or containers
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Key differences
GMI Cloud
US and APAC H100/H200 clusters with competitive on-demand pricing
Runcrate
GPU cloud with per-second billing and an OpenAI-compatible inference API