Shadeform alternatives
Use as a router/compare layer across GPU clouds. Still pin production to a known underlying provider.
Overall 7.09 (curated_estimate, medium) · score asOf 2026-09-14 · last reviewed 2026-09-14. This is not an Elo and not a live price board. Provider · JSON
| Provider | Why listed | Overall | Δ vs subject | asOf |
|---|---|---|---|---|
| Vast.ai Cheapest GPUs if your job can die and restart. Never put customer PII training here without eyes wide open. | same_jtbd_pick, same_jtbd_runner · cheap-gpu, gpu-marketplace-router | 6.94medium | -0.15 | 2026-09-14 |
| Lambda Best boring GPU cloud for research labs who want clusters without CoreWeave enterprise theater. | same_jtbd_pick · predictable-gpu | 7.97high | +0.88 | 2026-09-14 |
| RunPod Depot default for self-serve GPUs. Secure Cloud for anything customer-facing; Community/spot for batch. | same_jtbd_runner · cheap-gpu, predictable-gpu, gpu-marketplace-router | 8.32high | +1.23 | 2026-10-19 |
| Verda Top EU list-price neocloud peer to Nebius. Prefer Nebius Depot default for global neocloud; Verda when EU… | same_jtbd_runner · cheap-gpu, predictable-gpu | 8.23high | +1.14 | 2026-09-14 |
| Hyperstack Solid UK/EU GPU alternative with public card. Nebius/Verda first for neocloud; Hyperstack when UK entity +… | same_jtbd_runner · predictable-gpu | 7.98high | +0.89 | 2026-09-14 |
| Crusoe Solid neocloud when you want SLA + energy story. Not the first stop for hackathon GPUs. | same_jtbd_runner · predictable-gpu | 7.76medium | +0.67 | 2026-09-14 |
| CoreWeave Enterprise training/inference fleet pick. Skip if you just need a single H100 for an afternoon — use RunPod. | same_jtbd_runner · predictable-gpu | 7.71high | +0.62 | 2026-10-19 |
| Oracle Cloud GPU Secret weapon for cheap cloud GPUs if you tolerate OCI quirks. Not the agent-native DX winner. | same_jtbd_runner · cheap-gpu | 7.65medium | +0.56 | 2026-09-14 |
| Thunder Compute Indie-friendly A100/H100 when you want simpler than Vast marketplace. RunPod/Salad for interruptible fleets… | same_jtbd_runner · cheap-gpu | 7.56high | +0.47 | 2026-09-14 |
| FluidStack Useful opportunistic H100 capacity if the live console quote clears ~$2.1–2.5/hr. Remain medium until a… | same_jtbd_runner · cheap-gpu | 7.46medium | +0.37 | 2026-09-14 |
| Massed Compute Strong self-serve neocloud with a durable public rate card and owned fleet (not a marketplace). Good… | same_jtbd_runner · predictable-gpu | 7.42high | +0.33 | 2026-09-14 |
| TensorDock Cheap GPU peer to Vast/RunPod community. Fine for interruptible training/batch; not regulated PII. | same_jtbd_runner · gpu-marketplace-router | 7.08medium | -0.01 | 2026-09-14 |
Prices are not ranked on this page. For a job, use the sourced quote (separate input and output rows, Depot Pick unchanged): cheap-gpu, predictable-gpu, gpu-marketplace-router.
Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category. Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement. Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row.