Overview
Strengths & Best For
Packet AI offers dedicated single-tenant and dynamic scheduler-managed shared GPU instances for AI workloads. Both deployment options are available with on-demand hourly and monthly billing. Packet AI also provides Token Factory, a managed LLM inference API with an OpenAI-compatible endpoint for teams that want to serve models without operating their own inference stack.
- Dedicated and dynamic GPU instances
- Hourly and monthly billing
- Managed OpenAI-compatible LLM inference API
- Single-tenant deployment option
- Smaller ecosystem than hyperscale clouds
- Some GPU configurations are region-specific
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Shadeform is a GPU cloud aggregator that provisions H100, A100, RTX 4090, and many other GPU types across 30+ underlying cloud providers through a single unified API, automatically routing to the cheapest available instance matching your requirements. On-demand and spot GPU rental options are surfaced from the entire provider network, giving teams multi-cloud flexibility without managing multiple accounts. A fast way to find and launch low-cost GPUs for AI training or inference workloads.
- 30+ provider network via single API
- Automatic cheapest-price routing
- Wide GPU selection across providers
- Multi-cloud flexibility without multiple accounts
- Aggregator — pricing and availability depends on underlying providers
- No direct infrastructure control
- Limited enterprise features
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Key differences
Packet AI
Dedicated and dynamic GPU instances with managed LLM inference
Shadeform
GPU cloud aggregator — launch GPUs across 30+ providers via one API