RunPod alternatives
Depot default for self-serve GPUs. Secure Cloud for anything customer-facing; Community/spot for batch.
Overall 8.32 (curated_estimate, high) · score asOf 2026-10-19 · last reviewed 2026-10-19. This is not an Elo and not a live price board. Provider · JSON
Jobs: serverless-gpu, cheap-gpu, predictable-gpu, production-inference-fleet, batch-gpu, finetune, gpu-marketplace-router
| Provider | Why listed | Overall | Δ vs subject | asOf |
|---|---|---|---|---|
| Modal Depot darling for Python agent backends and bursty GPU jobs. If you think in functions not VMs, start here. | same_jtbd_pick, same_jtbd_runner · serverless-gpu, production-inference-fleet, batch-gpu | 8.44high | +0.12 | 2026-10-19 |
| 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, batch-gpu, gpu-marketplace-router | 6.94medium | -1.38 | 2026-09-14 |
| 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 | -0.12 | 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 | -0.35 | 2026-09-14 |
| Shadeform Use as a router/compare layer across GPU clouds. Still pin production to a known underlying provider. | same_jtbd_pick · gpu-marketplace-router | 7.09medium | -1.23 | 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 · cheap-gpu, predictable-gpu | 8.23high | -0.09 | 2026-09-14 |
| FriendliAI Open-model production peer when latency/tool-calling matter. Fireworks remains depot open-model default… | same_jtbd_runner · serverless-gpu, production-inference-fleet | 8.03high | -0.29 | 2026-10-01 |
| Baseten Strong custom-model serving alternative to Replicate/Modal when you bring your own model. | same_jtbd_runner · serverless-gpu, production-inference-fleet | 7.99high | -0.33 | 2026-09-14 |
| AWS GPU (EC2/P5/SageMaker) Use when AWS is destiny. For greenfield agent GPUs, neoclouds win on price and speed-to-pod. | same_jtbd_runner · production-inference-fleet, batch-gpu | 7.72high | -0.6 | 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, production-inference-fleet | 7.71high | -0.61 | 2026-10-19 |
| Unsloth Depot OSS fine-tune default. Hosted LoRA → Predibase/Fireworks/Together; dead OpenPipe → do not resurrect… | same_jtbd_runner · finetune | 8.52high | +0.2 | 2026-09-14 |
| 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 | +0.03 | 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): serverless-gpu, cheap-gpu, predictable-gpu, production-inference-fleet.
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.