Overview
Strengths & Best For
Brev.dev (part of NVIDIA) is a developer GPU cloud that provisions H100, A100, RTX 4090, L4, and T4 instances with one-command CLI provisioning and NVIDIA-optimized ML stacks pre-installed, eliminating environment setup for AI training and inference. On-demand per-second billing means you only pay for actual compute time, making it highly cost-efficient for iterative ML development and rapid prototyping. A fast way to get an NVIDIA-optimized GPU environment running for LLM fine-tuning or model deployment.
- One-command CLI provisioning
- NVIDIA-optimized environments pre-installed
- Per-second billing — zero idle cost
- Part of NVIDIA — deep ecosystem integration
- Developer-focused — limited enterprise features
- Small provider with limited scale
- No enterprise SLAs
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Lium (operated by Datura AI Corp) is a GPU marketplace offering H100, H200, A100, and other GPU nodes with per-second billing and no minimum rental period. A prepaid balance sufficient to cover 15 minutes is required to start a rental; billing stops the moment you end it. Spot and secure node tiers are available. Check the live table for current availability and rates.
- Per-second billing — pay only for what you use
- Minimum rentable GPUs varies by node — single GPUs to whole 8-GPU nodes
- Spot and secure node tiers
- H100, H200, A100 and other GPU models available
- Marketplace prices move as nodes rent out
- Marketplace model — hardware availability varies by node
- Smaller provider with limited scale
- Less mature ecosystem vs established providers
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Key differences
Brev.dev
NVIDIA developer GPU cloud — one-command provisioning with NVIDIA-optimized ML stacks
Lium
GPU marketplace — per-second billing, no minimum rental period