GPU marketplace
NVIDIA DGX Cloud Lepton
NVIDIA-operated GPU marketplace / AI platform (formerly Lepton AI) connecting developers to NVIDIA’s partner compute ecosystem — not an independent Modal-style serverless vendor.
Some outbound links use a first-party redirect hop for click counting. Commission is only claimed when a partner programme is active for that specific link — most vendor hops here are not paid placements. Affiliate disclosure.
Marketplace referrals (for example RunPod or Vast) may return credits or kickbacks when a programme is active — that is a material connection even when it is not a cash CPA.
Best for
Teams already standardised on NVIDIA DGX Cloud / partner GPU inventory who need marketplace access rather than a standalone serverless brand
Watch out
Product identity is DGX Cloud Lepton after NVIDIA’s acquisition — treat legacy lepton.ai marketing as historical; verify current regions, SKUs, and billing on NVIDIA’s pages
| Billing | Partner GPU marketplace / DGX Cloud usage |
|---|---|
| GPU choice | NVIDIA and partner GPU classes exposed through DGX Cloud Lepton |
| Cold start | Depends on the selected partner capacity and deployment shape |
| Model access | Bring your own weights onto provisioned NVIDIA/partner GPUs |
Fit detail
When NVIDIA DGX Cloud Lepton is the right shortlist — and when it is not
Use these lists to kill bad comparisons early, before you compare logos.
Ideal for
- NVIDIA DGX Cloud / partner GPU marketplace access
- Teams that need multi-cloud NVIDIA capacity without building a cluster from scratch
- Workloads already planned around NVIDIA professional SKUs
Usually not ideal for
- Expecting an independent Lepton AI serverless brand with Modal-like DX
- Bare-metal SKU shopping across non-NVIDIA ecosystems
- Buyers who only need a closed chat API
Spend & ops
How cost behaves — and what breaks first
No invented $/hour quotes. These notes explain the failure modes that show up on the first real invoice.
Cost mental model
Partner GPU marketplace economics under the NVIDIA DGX Cloud Lepton umbrella. Capacity and rates follow the selected partner inventory — verify the live quote before treating it like a fixed serverless bill.
Ops notes
- Confirm the live NVIDIA DGX Cloud Lepton product page before quoting regions or rates
- Legacy lepton.ai URLs may redirect — prefer NVIDIA documentation
- Marketplace capacity and partner SLAs vary; do not assume a single serverless cold-start story
Fit scores
NVIDIA DGX Cloud Lepton on the decision axes
Same editorial scale as the hub chart — useful for shortlists, not as a price quote.
- GPU choice7/10
- Time-to-serving (editorial)5/10
- Price clarity5/10
- Production ops7/10
- Open-model breadth6/10
Among all providers
GPU choice
Pick exact GPUs
Time-to-serving (editorial)
Warm-path fit
Price clarity
Easy to forecast
Production ops
Less DIY ops
Open-model breadth
Catalog depth
Scores are editorial planning ratings (1–10) for product shape — not published $/hour quotes or vendor SLAs. Verify current pricing on each provider site.
Compare
NVIDIA DGX Cloud Lepton vs alternatives
Open a head-to-head when you are deciding between product shapes.
Related
Keep the decision attached to the rest of the stack
Cloud rental is one path. Local VRAM and open-weight fit still matter.