Low-carbon / region-aware GPU inference
Prefer cleaner energy regions or sustainable GPU clouds when agents can trade a few ms of latency for lower carbon intensity.
At a glance — Oct 2026
Updated 2026-10-27 · forward this page: /jtbds/low-carbon-gpu-inference#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
- Crusoe · 7.77/10 for this job (curated estimate, medium confidence)
Privacy/region + maturity of sustainability claims. Confidence: medium — verify Crusoe region energy disclosures for your ESG report.
- Runner-up
- SaladCloud · 6.10/10
Scores higher than the pick on: Price / performance, Lock-in risk (higher = worse).
- When not to use the pick
- EU sovereign residency dominates (Scaleway/Gcore), or absolute cheapest spot (Salad) matters more than carbon claims.
- Lock-in / migration
- Runner-up SaladCloud has lower stored lock-in risk (3.5 vs 5.5, 0–10, higher = more lock-in).
- Sourced price (usd_per_gpu_hour)
Pick's lowest sourced SKU: NVIDIA L40S 48GB $1.5 (usd_per_gpu_hour) — source, as of 2026-10-19, re-checked 2026-10-27
Cheapest matching SKU: SaladCloud RTX 3090 24GB (Lowest priority, batch) $0.09 — 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: Crusoe vs SaladCloud · Crusoe vs Verda
Cite: Agent Provider Depot, Depot Pick for low-carbon-gpu-inference: crusoe, scores as of 2026-09-14. Agents: GET /api/decide?jtbd=low-carbon-gpu-inference
All sourced prices, cheapest first
Crusoe
Privacy/region + maturity of sustainability claims. Confidence: medium — verify Crusoe region energy disclosures for your ESG report.
Pricing (directional): As of 2026-09-14: Energy-conscious neocloud GPU capacity; H100 typically mid-neocloud band with SLA-backed dedicated options; some large SKUs sales-gated. Strong sustainability narrative; DX less agent-native than RunPod/Modal.
Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.
Solid neocloud when you want SLA + energy story. Not the first stop for hackathon GPUs.
Quote for Low-carbon / region-aware GPU inference
Depot Pick stays Crusoe. Prices below are sourced SKU rows only (as of 2026-10-27). Input and output are not blended. GET /api/quote?jtbd=low-carbon-gpu-inference
Pick is not a price winner. crusoe matching USD per GPU-hour is 1.5; cheapest among candidates is salad at 0.09.
- NVIDIA A100 80GB PCIe usd_per_gpu_hour $2 source as of 2026-10-19
- NVIDIA A100 80GB SXM usd_per_gpu_hour $2.3 source as of 2026-10-19
- NVIDIA B200 180GB HGX usd_per_gpu_hour $8.5 source as of 2026-10-19
- NVIDIA HGX B300 288GB usd_per_gpu_hour $9.9 source as of 2026-10-19
- NVIDIA H100 80GB HGX usd_per_gpu_hour $4.5 source as of 2026-10-19
- NVIDIA H200 141GB HGX usd_per_gpu_hour $5.4 source as of 2026-10-19
- NVIDIA L40S 48GB usd_per_gpu_hour $1.5 source as of 2026-10-19
- AMD MI300X 192GB usd_per_gpu_hour $3.45 source as of 2026-10-19
2 of 5 candidates have no sourced price row. 2 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
Runners-up
SaladCloud
Promoted high on official /pricing floor ($0.015/GPU-hr). Depot interruptible ultra-cheap GPU pick…
Verda
Top EU list-price neocloud peer to Nebius. Prefer Nebius Depot default for global neocloud; Verda when EU…
Scaleway Generative APIs
Best-documented EU open-model serverless API after Mistral. Use when you want Paris residency + published €…
Gcore
EU inference bargain on published H100 €/hr. Pair with Mistral/Scaleway for model APIs; Verda when you need…
When NOT to use the top pick
EU sovereign residency dominates (Scaleway/Gcore), or absolute cheapest spot (Salad) matters more than carbon claims.
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 | Scaleway Generative APIs | 8.3 | 7.8 | 8.6 | 8.0 | 8.2 | 2026-09-14 |
| 2 | Verda | 8.3 | 8.6 | 8.2 | 8.4 | 8.4 | 2026-09-14 |
| 3 | Gcore | 8.1 | 8.0 | 8.8 | 8.2 | 7.2 | 2026-09-14 |
| 4 | CrusoeDepot Pick | 7.8 | 8.6 | 7.2 | 8.6 | 7.4 | 2026-09-14 |
| 5 | SaladCloud | 6.1 | 6.5 | 9.5 | 5.0 | 7.0 | 2026-10-19 |
Score methodology for this job
Privacy/region + maturity of sustainability claims. Confidence: medium — verify Crusoe region energy disclosures for your ESG report.
capabilityFit: 20%pricePerformance: 10%latencyReliability: 12%developerDx: 10%privacyPosture: 30%lockInRisk: 8%maturity: 10%