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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#brief

Scores 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.
Reported outcomes (submitted reports only)

This job: loading… JSON · reports never change scores · seed/test records excluded

Depot Pick (Crusoe) on this job: loading… JSON · reports never change scores · seed/test records excluded

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

Depot Pick

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.

Cite: Depot Pick for low-carbon-gpu-inference: crusoe
Overall
7.8
curated_estimate
confidence: medium · as of 2026-09-14
Capability fit
8.6
Price / performance
7.2
Latency / reliability
8.6
Developer & agent DX
7.4
Privacy / data retention
8.0
Lock-in risk (higher = worse)
5.5
Maturity / track record
8.0

Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.

Sources: Crusoe: https://www.crusoe.ai · Crusoe Cloud: https://www.crusoe.ai/cloud · Crusoe pricing context: https://computeprices.com

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

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.

#ProviderOverallFit$/perfLatencyDXAs of
1Scaleway Generative APIs8.37.88.68.08.22026-09-14
2Verda8.38.68.28.48.42026-09-14
3Gcore8.18.08.88.27.22026-09-14
4CrusoeDepot Pick7.88.67.28.67.42026-09-14
5SaladCloud6.16.59.55.07.02026-10-19

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%