Neocloud reserved / list-price GPUs
Need predictable H100/H200/Blackwell capacity with public list prices and cluster features.
At a glance — Oct 2026
Updated 2026-10-27 · forward this page: /jtbds/neocloud-gpu#briefScores as of 2026-09-14 (43 days old; Depot marks scores stale after 30 days). The pick is still Depot's current editorial pick; it has not been re-reviewed since. Prices below carry their own dates.
- Depot Pick
- Nebius · 7.65/10 for this job (curated estimate, high confidence)
Reliability + transparent pricePerf. Nebius list prices are unusually clear.
- Runner-up
- Lambda · 7.82/10
Scores higher than the pick on: Capability fit, Latency / reliability, Developer & agent DX, Maturity / track record.
- When not to use the pick
- Need cheapest interruptible — Vast/Salad/TensorDock.
- Lock-in / migration
- The pick has lower stored lock-in risk than runner-up Lambda (4.8 vs 5.5).
- Sourced price (usd_per_gpu_hour)
Pick's lowest sourced SKU: NVIDIA RTX PRO 6000 $1.8 (usd_per_gpu_hour) — source, as of 2026-10-19, re-checked 2026-10-27
Cheapest matching SKU: Massed Compute L40S (48GB) x1 $0.97 — source, as of 2026-10-19. Not the pick; not quality-adjusted.
Price history: first seen 2026-10-19 · last changed no change recorded · history JSON
- Free option
- No free resource lists this job. A cheap paid SKU is not a free option.
- Failure modes to watch
- Runaway spend: Set a budget and a tool-call cap per task. Alert when spend jumps. Stop the run at the cap instead of summarizing a partial trace as success.
Same-job, same-unit comparisons: Nebius vs Lambda · Nebius vs CoreWeave · Nebius vs Massed Compute
Cite: Agent Provider Depot, Depot Pick for neocloud-gpu: nebius, scores as of 2026-09-14. Agents: GET /api/decide?jtbd=neocloud-gpu
All sourced prices, cheapest first
Nebius
Reliability + transparent pricePerf. Nebius list prices are unusually clear.
Pricing (directional): As of 2026-09-14 (post Jun 1 2026 list): H100 NVLink $3.85/hr on-demand / $2.15 preemptible; H200 $4.50/$2.45; B200 $7.15/$3.95; B300 $7.85/$4.30; RTX PRO 6000 $1.80/$0.95. Commitment discounts up to ~35%. Full AI cloud (K8s, Slurm, storage…
Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.
Top-tier neocloud when you want list prices + serious clusters. RunPod/Vast still win for hackathon self-serve.
Quote for Neocloud reserved / list-price GPUs
Depot Pick stays Nebius. Prices below are sourced SKU rows only (as of 2026-10-27). Input and output are not blended. GET /api/quote?jtbd=neocloud-gpu
Pick is not a price winner. nebius matching USD per GPU-hour is 1.8; cheapest among candidates is massed-compute at 0.97.
- NVIDIA HGX B200 usd_per_gpu_hour $8.5 source as of 2026-10-19
- NVIDIA HGX B300 usd_per_gpu_hour $9.5 source as of 2026-10-19
- NVIDIA HGX H100 usd_per_gpu_hour $4.5 source as of 2026-10-19
- NVIDIA HGX H200 usd_per_gpu_hour $5.4 source as of 2026-10-19
- NVIDIA RTX PRO 6000 usd_per_gpu_hour $1.8 source as of 2026-10-19
5 of 10 candidates have no sourced price row. 5 are excluded from the USD per GPU-hour comparison (gpu_hour). min sourced GPU-hour SKU among candidates; not coerced to $/1M; per-second GPU was not included; not quality-adjusted
Sourced USD per GPU-hour for Neocloud reserved / list-price GPUs
Candidates for this job that already have a matching sourced price (gpu_hour), cheapest first. As of 2026-10-27. Each figure is one SKU in that unit, not a blend of input and output, not a cross-modal rate, and not a Depot score. min sourced GPU-hour SKU among candidates; not coerced to $/1M; per-second GPU was not included; not quality-adjusted The Depot Pick is not a price winner.
| Provider | USD per GPU-hour | SKU | Source | As of |
|---|---|---|---|---|
| Massed Compute | $0.97usd_per_gpu_hour | L40S (48GB) x1 | pricing page | 2026-10-19 |
| NebiusDepot Pick | $1.8usd_per_gpu_hour | NVIDIA RTX PRO 6000 | pricing page | 2026-10-19 |
| Verda | $1.845usd_per_gpu_hour | 1x L40S 48GB | pricing page | 2026-10-27 |
| Lambda | $2.79usd_per_gpu_hour | NVIDIA A100 SXM 80GB | pricing page | 2026-10-19 |
| CoreWeave | $6.16usd_per_gpu_hour | NVIDIA HGX H100 inference single GPU | pricing page | 2026-10-19 |
Runners-up
Lambda
Best boring GPU cloud for research labs who want clusters without CoreWeave enterprise theater.
CoreWeave
Enterprise training/inference fleet pick. Skip if you just need a single H100 for an afternoon — use RunPod.
Massed Compute
Strong self-serve neocloud with a durable public rate card and owned fleet (not a marketplace). Good…
Verda
Top EU list-price neocloud peer to Nebius. Prefer Nebius Depot default for global neocloud; Verda when EU…
Hyperstack
Solid UK/EU GPU alternative with public card. Nebius/Verda first for neocloud; Hyperstack when UK entity +…
Gcore
EU inference bargain on published H100 €/hr. Pair with Mistral/Scaleway for model APIs; Verda when you need…
CloudFerro
EU public-cloud GPU when Infomaniak/Mistral APIs are not enough and you must run weights in PL/DE…
Koyeb
Serverless GPU/app peer for EU-friendly deploys. Depot neocloud pick stays Nebius; interruptible Salad…
When NOT to use the top pick
Need cheapest interruptible — Vast/Salad/TensorDock.
Full ranking (score table)
Ranked with this JTBD's weights. Scores are curated estimates unless marked otherwise. Agents: prefer /api/decide then this table for tie-breaks.
| # | Provider | Overall | Fit | $/perf | Latency | DX | As of |
|---|---|---|---|---|---|---|---|
| 1 | Verda | 8.2 | 8.6 | 8.2 | 8.4 | 8.4 | 2026-09-14 |
| 2 | Koyeb | 8.1 | 8.2 | 8.4 | 8.2 | 8.8 | 2026-09-14 |
| 3 | Gcore | 8.1 | 8.0 | 8.8 | 8.2 | 7.2 | 2026-09-14 |
| 4 | Hyperstack | 8.0 | 8.2 | 8.4 | 8.0 | 8.0 | 2026-09-14 |
| 5 | Lambda | 7.8 | 8.8 | 6.8 | 8.8 | 8.5 | 2026-09-14 |
| 6 | NebiusDepot Pick | 7.7 | 8.6 | 7.0 | 8.4 | 7.6 | 2026-09-14 |
| 7 | Thunder Compute | 7.7 | 7.2 | 8.8 | 7.4 | 8.2 | 2026-09-14 |
| 8 | CoreWeave | 7.5 | 9.2 | 5.5 | 9.0 | 7.5 | 2026-10-19 |
| 9 | Massed Compute | 7.5 | 7.6 | 8.2 | 7.4 | 7.2 | 2026-09-14 |
| 10 | CloudFerro | 7.2 | 7.2 | 5.8 | 8.4 | 6.8 | 2026-09-14 |
Score methodology for this job
Reliability + transparent pricePerf. Nebius list prices are unusually clear.
capabilityFit: 22%pricePerformance: 25%latencyReliability: 15%developerDx: 12%privacyPosture: 8%lockInRisk: 8%maturity: 10%