Lambda alternatives
Best boring GPU cloud for research labs who want clusters without CoreWeave enterprise theater.
Overall 7.97 (curated_estimate, high) · score asOf 2026-09-14 · last reviewed 2026-09-14. This is not an Elo and not a live price board. Provider · JSON
Jobs: predictable-gpu, multi-node-training, finetune, neocloud-gpu
| Provider | Why listed | Overall | Δ vs subject | asOf |
|---|---|---|---|---|
| CoreWeave Enterprise training/inference fleet pick. Skip if you just need a single H100 for an afternoon — use RunPod. | same_jtbd_runner, same_jtbd_pick · predictable-gpu, multi-node-training, neocloud-gpu | 7.71high | -0.26 | 2026-10-19 |
| Together AI Best catalog breadth for OSS models. Watch minimums and lifetime spend gates before you design around a gated… | same_jtbd_pick · finetune | 8.2high | +0.23 | 2026-09-14 |
| Nebius Top-tier neocloud when you want list prices + serious clusters. RunPod/Vast still win for hackathon… | same_jtbd_pick · neocloud-gpu | 7.75high | -0.22 | 2026-09-14 |
| Verda Top EU list-price neocloud peer to Nebius. Prefer Nebius Depot default for global neocloud; Verda when EU… | same_jtbd_runner · predictable-gpu, neocloud-gpu | 8.23high | +0.26 | 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, neocloud-gpu | 7.98high | +0.01 | 2026-09-14 |
| Crusoe Solid neocloud when you want SLA + energy story. Not the first stop for hackathon GPUs. | same_jtbd_runner · predictable-gpu, multi-node-training | 7.76medium | -0.21 | 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, neocloud-gpu | 7.42high | -0.55 | 2026-09-14 |
| Unsloth Depot OSS fine-tune default. Hosted LoRA → Predibase/Fireworks/Together; dead OpenPipe → do not resurrect… | same_jtbd_runner · finetune | 8.52high | +0.55 | 2026-09-14 |
| Modal Depot darling for Python agent backends and bursty GPU jobs. If you think in functions not VMs, start here. | same_jtbd_runner · finetune | 8.44high | +0.47 | 2026-10-19 |
| Fireworks AI Top pick for production open-model serving with real DX. Prefer over random GPU DIY when you want tokens not… | same_jtbd_runner · finetune | 8.35high | +0.38 | 2026-09-14 |
| RunPod Depot default for self-serve GPUs. Secure Cloud for anything customer-facing; Community/spot for batch. | same_jtbd_runner · predictable-gpu | 8.32high | +0.35 | 2026-10-19 |
| Koyeb Serverless GPU/app peer for EU-friendly deploys. Depot neocloud pick stays Nebius; interruptible Salad… | same_jtbd_runner · neocloud-gpu | 8.12high | +0.15 | 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): predictable-gpu, multi-node-training, finetune, neocloud-gpu.
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.