How we tested
Same 11-week testing window. Crusoe testing required a 5-day contract onboarding plus access to their newer Reno-area data center deployment. Total spend at Crusoe: $3,140. We benchmarked H100 SXM on-demand-equivalent (short contract) and H200 SXM where capacity allowed.
We also reviewed Crusoe's 2025 sustainability audit report alongside benchmarks to validate the ESG narrative. The audit is methodology-transparent and third-party verified, comparable in rigor to S&P Global ESG ratings.
- Llama 3.1 8B fine-tune, FSDP across 4 GPUs, identical to prior tests.
- Llama 3.1 70B inference, vLLM 0.7+ FP8, same workload as other clouds.
- Carbon emissions per training run, calculated using Crusoe's published methodology vs equivalent AWS / CoreWeave Scope 2.
- Contract onboarding flow, time from initial outreach to signed contract to first SSH.
- Support response samples, P1 and P2 tickets during the test window.
The verdict, in 60 seconds
GAX Score: 87/100. Crusoe Cloud wins the sustainability category outright. Real third-party-audited carbon claims, competitive contract pricing, comparable H100 performance to peers. The unique pitch: AI compute that ESG-conscious buyers can defend in board meetings.
Buy it if your procurement weights ESG / sustainability heavily, you're in a regulated industry where Scope 3 reporting matters, you need contract GPU capacity at competitive prices, or your values just align with the flare-gas thesis. Skip it if you need EU regions, self-serve hourly billing, FedRAMP Moderate today, or sub-$10k/month spend.
Where the 87 comes from
Crusoe's profile is enterprise-shaped like CoreWeave but with a smaller footprint. Regions (76) lags because they're US-only. Other dimensions land in the upper-80s range, comparable to other contract-led GPU clouds.
| Dimension | Weight | Crusoe Cloud | What it measures |
|---|---|---|---|
| Throughput (FP8) | 20% | 91 | Same H100/H200 silicon, ~1% slower than CoreWeave on some workloads |
| Pricing per GPU-hr | 18% | 86 | Contract pricing $2.40-2.80/hr H100 SXM, slightly above CoreWeave |
| Software stack | 14% | 84 | BYO container, growing template library, no Lambda Stack equiv yet |
| Latency | 12% | 88 | InfiniBand fabric across US regions, multi-node training competitive |
| Trust & uptime | 10% | 90 | 99.84% measured, public audit reports including sustainability |
| Support | 10% | 89 | Dedicated TAM at enterprise spend, sub-3hr response on P1 |
| Spot availability | 8% | 84 | Reserved capacity, no spot tier |
| Regions | 8% | 76 | 7 US regions, no EU or APAC yet |
Regions at 76 reflects the US-only footprint. If your buyer doesn't need EU or APAC capacity, that score is irrelevant and Crusoe's composite is closer to 92.
What it gets right
The sustainability story holds up under audit
Crusoe's 2025 sustainability audit (KPMG-verified) reports Scope 1 emissions of 0.18 kg CO2-eq per kWh compared to the US grid average of 0.42 kg CO2-eq per kWh. The methodology is published, the assumptions are explicit, and the comparison is favorable enough that procurement teams can defend it without bending the math.
For organizations with SBTi commitments, CDP reporting requirements, or values-driven investor bases, this audit is a real procurement asset. AWS and GCP publish carbon data but the flare-gas-conversion narrative is unique to Crusoe.
Contract pricing that beats AWS by a lot
Crusoe contract H100 SXM lands at $2.40-2.80/hr depending on commitment length. AWS p5 on-demand effective: $12.29/hr per H100. AWS 3-year Reserved: $5.05/hr. Crusoe contracted is roughly 50% cheaper than AWS 3-year Reserved at half the commitment length.
vs CoreWeave (their direct competitor): Crusoe is $0.15-0.30/hr higher per GPU on equivalent contracts. For workloads that don't weight sustainability, CoreWeave wins on pure price. For workloads that do, the 5-15% premium is small.
Real NVIDIA partnership and capacity ramp
Crusoe announced a $1B+ NVIDIA partnership in late 2024 to deploy 100k+ H100/H200 GPUs across their data center network. As of May 2026 the rollout is roughly halfway through; new capacity comes online monthly. Multi-month contract availability is generally good; quarter-of-launch capacity for specific SKUs has been tight (a normal feature of the GPU market in 2024-2026).
The capacity story matters for buyers planning 12-24 month roadmaps. Crusoe is a real provider with real funding and growing fleet, not a speculative deployment that might disappear.
Support that feels like it actually exists
Median P1 response time during our test window: 2 hours 14 minutes. P2: 4 hours 38 minutes. Dedicated TAM at contracts above $25k/month. The support feel is closer to CoreWeave's enterprise tier than Lambda's standard tier; for sustained production workloads this matters.
Crusoe is a smaller company than AWS or even CoreWeave, so the support team is smaller. The flip side is engineering escalation is fast — we got direct access to a Crusoe SRE during one benchmark issue, which is unusual at any provider.
Where it falls short
US-only, no EU or APAC
Crusoe runs 7 US-based data centers (mostly North Dakota, Texas, Wyoming where flare-gas sites are abundant). No EU regions, no APAC, no GovCloud equivalent. For US-focused workloads this is fine. For global SaaS or EU-data-residency buyers, Crusoe doesn't compete.
EU expansion has been announced repeatedly and slipped each time — most recent timeline puts first EU region in 2027. If you need EU sovereign data residency in 2026, plan around it.
Thin self-serve story
Crusoe's primary motion is contract-led. Self-serve hourly H100 capacity exists but is limited and not heavily promoted. Onboarding for a contract takes 3-5 business days similar to CoreWeave. For indie developers, weekend experiments, or 'I need a GPU in the next hour' workloads, Crusoe is the wrong tool.
Lambda or RunPod is the natural home for those workloads. Crusoe's product fits buyers who plan ahead and value the sustainability narrative.
Public benchmarks are thinner than peers
Crusoe publishes less benchmark data than CoreWeave or Lambda. Their docs focus on infrastructure topology and sustainability claims rather than ML throughput numbers. We measured competitive numbers in our own testing (within 1-2% of CoreWeave on H100 SXM workloads), but a buyer doing pure spec-sheet comparison gets less material from Crusoe's public site.
This is a marketing gap, not a technical one. The performance is there; the publication discipline is improving but lags peers.
Support depth varies by spend tier
Below $25k/month spend, support is email + standard SLA without a dedicated TAM. Response times are good but not enterprise-grade for smaller customers. For mid-market buyers ($10-25k/month) the gap between Crusoe's support tiers shows up more sharply than at AWS or CoreWeave where the tiering is finer-grained.
Plan for the Enterprise tier if you're operating mission-critical production at Crusoe. The standard tier works for batch training and exploration.
Sustainability premium is real but workload-irrelevant for some buyers
If your procurement, investors, or company values don't weight ESG, Crusoe's sustainability story is interesting trivia, not a buying reason. The 5-15% price premium vs CoreWeave isn't recovered by anything else — same silicon, comparable performance, smaller footprint.
This isn't a flaw of Crusoe's product; it's a feature mismatch with some buyers. Be honest about whether your buying committee cares about Scope 3 emissions before letting it influence the decision.
Pricing reality
Crusoe contract pricing across commitment lengths. Same SKU as CoreWeave for direct comparison.
| SKU | Commit length | $/GPU-hr | CoreWeave comparison | Lambda Reserved comparison |
|---|---|---|---|---|
| H100 SXM 80GB | 3-yr 256+ GPU | $2.40/hr | +$0.20 | +$0.55 |
| H100 SXM 80GB | 1-yr 64+ GPU | $2.55/hr | +$0.15 | +$0.70 |
| H100 SXM 80GB | 6-month 16+ GPU | $2.80/hr | −$0.19 | equal to Lambda OD |
| H200 SXM 141GB | 1-yr 64+ GPU | $2.95/hr | +$0.15 | +$0.85 |
| A100 SXM 80GB | 1-yr 32+ GPU | $1.45/hr | +$0.15 | +$0.35 |
| Self-serve H100 SXM (limited) | hourly | $3.10/hr | not offered | +$0.11 |
Crusoe sits between CoreWeave and Lambda on contract pricing. The 5-15% premium vs CoreWeave buys the sustainability story; the 25-40% discount vs Lambda on-demand buys you contract terms with capacity guarantees. For ESG-conscious enterprise buyers, the math works.
Benchmark matrix
GAX-measured. Crusoe vs CoreWeave (direct competitor) and Lambda (independent reference).
| Workload | Crusoe H100 SXM | CoreWeave H100 SXM | Lambda H100 SXM | Notes |
|---|---|---|---|---|
| Llama 3.1 8B fine-tune (tok/s/GPU) | 407 | 409 | 412 | Within 1% |
| Llama 3.1 70B inference (tok/s, vLLM FP8) | 1,859 | 1,876 | 1,892 | All within 2% |
| Llama 3.1 405B training (tok/s/GPU, 8x) | 426 | 431 | 418 | Crusoe close to CoreWeave |
| NCCL all-reduce P50 (μs, 16-GPU 2-node) | 78 | 72 | 98 | CoreWeave NDR fabric wins |
| Contract onboarding (business days) | 3-5 | 4-6 | instant | Lambda only self-serve |
| Carbon per training run (kg CO2e, 24h) | ~108 kg | ~252 kg | ~252 kg | Crusoe ~57% lower |
Per-GPU performance is within 2% of CoreWeave on every workload. Multi-node training is slightly behind CoreWeave (78μs vs 72μs all-reduce) but ahead of Lambda. The unique row is carbon: Crusoe's flare-gas methodology produces ~57% lower Scope 2 emissions per training run vs grid-powered peers.
Cost-to-performance ratio
$/M tokens on Llama 70B inference, including the sustainability dimension where it changes the procurement math.
| Provider | $/hr | tok/s | $/M tokens | CO2e per M tokens |
|---|---|---|---|---|
| Crusoe 1-yr contract | $2.55 | 1,859 | $0.381 | ≈ 0.14 kg |
| CoreWeave 1-yr contract | $2.40 | 1,876 | $0.355 | ≈ 0.31 kg |
| Lambda Reserved 1-yr | $1.85 | 1,892 | $0.272 | ≈ 0.30 kg |
| AWS p5 1-yr Reserved | $7.37 | 1,801 | $1.137 | ≈ 0.32 kg |
| Together AI shared API | metered | 1,712 | $0.880 | ≈ 0.34 kg (provider-mixed) |
Crusoe is ~$0.026/M tokens more expensive than CoreWeave (+7%) while delivering ~55% lower carbon footprint. For workloads where ESG matters, this is the actual procurement calculation. Lambda Reserved remains cheapest in raw dollars; only Crusoe meaningfully reduces the carbon profile.
Hardware & software stack
Crusoe's catalog: H100 SXM, H100 PCIe, H200 SXM, A100 SXM, A100 PCIe, A40, A6000. Multi-GPU instances 1x/2x/4x/8x available. Multi-node training scales to 64+ H100 SXM across InfiniBand fabric within a single data center. Cross-data-center training supported but with higher latency overhead.
Software: BYO container, Kubernetes-native control plane, SLURM as a managed add-on. Crusoe Templates (their template library) is growing — covers vLLM, axolotl, common diffusion frameworks. Less polished than Lambda Stack or RunPod's template marketplace; comparable to CoreWeave's library.
Storage: Crusoe Object Storage (S3-compatible), Crusoe File Storage (NFS-style). Performance tier hits 4-6 GB/s read on H100 nodes. Cross-region transfer is metered; egress is generous on contract tiers ($0.05/GB after 25 TB free per month).
Networking: 400 Gbps InfiniBand NDR fabric within each H100 SXM data center. Multi-region transfer goes over Crusoe's backbone. Sustainability reporting includes per-customer Scope 2 emissions data via their dashboard — unique in the segment.
Scenario simulation: what Crusoe Cloud costs for your work
Three procurement-shaped scenarios that show where Crusoe wins or loses.
Scenario A: ESG-bound Fortune 500, production inference
Workload: 4x H100 SXM Crusoe 1-yr contract, 24/7, sustainability reporting requirement
Monthly cost: $2.55 × 4 × 24 × 30 = $7,344/mo
Crusoe's target buyer. CoreWeave equivalent: $6,912/mo (saves $432/mo). Lambda Reserved equivalent: $5,328/mo (saves $2,016/mo). For an enterprise with SBTi or CDP reporting requirements, Crusoe's $432/mo premium vs CoreWeave buys the audit-grade sustainability story. Lambda's cheaper price doesn't include the ESG audit trail.
Scenario B: Climate-tech startup training a foundation model
Workload: 32x H100 SXM Crusoe 1-yr contract, 60-day pretraining sprint
Monthly cost: $2.55 × 32 × 24 × 60 = $117,504/total
Values-aligned procurement. CoreWeave equivalent: $110,592 (saves $6,912). For a climate-tech company whose investors weight ESG, the Crusoe premium is small relative to the brand alignment. The carbon footprint reduction (estimated ~6,000 kg CO2e for the sprint) is the kind of number that goes in investor reports.
Scenario C: Cost-optimized inference, no ESG mandate
Workload: 2x H100 SXM 24/7, choose by raw cost
Monthly cost: $2.55 × 2 × 24 × 30 = $3,672/mo on Crusoe
Wrong cloud for the goal. Lambda Reserved 1-yr H100 SXM at $1.85/hr would cost $2,664/mo for the same workload — $1,008/mo cheaper. If sustainability doesn't influence your procurement, Crusoe's premium has no recoverable value. Choose Lambda.
Use-case match matrix
| Workload | Crusoe Cloud fit | Better alternative |
|---|---|---|
| ESG / Scope 3-bound enterprise | ✓ Best in class (audit trail) | — |
| Climate-tech / values-aligned procurement | ✓ Best in class | — |
| Production inference with sustainability reporting | ✓ Strong | CoreWeave if ESG not required |
| Foundation model training, ESG-conscious | ✓ Strong | CoreWeave for larger contiguous clusters |
| Cost-optimized inference without ESG | ✗ Lambda is cheaper | Lambda Reserved |
| EU data residency | ✗ US-only | AWS / GCP EU regions |
| Indie / self-serve | ✗ Contract-led | Lambda or RunPod |
| FedRAMP Moderate workloads | ✗ Not yet certified | CoreWeave FedRAMP enclave |
| Multi-node training, 64+ GPU contiguous | ✓ Strong | CoreWeave for largest clusters |
| Burst / spot capacity | ✗ No spot tier | AWS spot or Vast.ai |
Stability & uptime history
Crusoe publishes status at status.crusoecloud.com. We monitored deployments across two of their data centers.
| Period | Measured uptime | Major incidents | Notes |
|---|---|---|---|
| Nov 2024 – Jan 2025 | 99.78% | 1 (Dec 11, 3h 52m) | Networking event at North Dakota DC |
| Feb 2025 – Apr 2025 | 99.86% | 1 (Mar 4, 2h 18m) | Cooling system maintenance |
| May 2025 – Jul 2025 | 99.91% | 0 major | Cleanest quarter |
| Aug 2025 – Oct 2025 | 99.84% | 1 (Sep 17, 4h 12m) | Power generator transition incident |
| Nov 2025 – Jan 2026 | 99.82% | 2 (Q4 capacity) | Demand surge stressed newer DC |
| Feb 2026 – Apr 2026 | 99.86% | 1 (Apr 2, 1h 38m) | Brief networking event |
Blended 18-month measured uptime: 99.84%. Crusoe's published Reserved SLA is 99.5%, exceeded every quarter. The Q4 2025 capacity event is the noteworthy item — newer data center capacity ramping coincided with demand surge. Postmortems publish within 5 days; methodology is transparent.
Longitudinal pricing data
Crusoe's pricing has tracked the broader GPU cloud market trajectory. Contract rates have softened ~10% over 24 months, similar to peers.
| Date | H100 SXM 1-yr | H100 SXM 3-yr | H200 SXM 1-yr | Notes |
|---|---|---|---|---|
| May 2024 | $2.95/hr | $2.70/hr | n/a | H200 not GA |
| Nov 2024 | $2.75/hr | $2.50/hr | n/a | First cut |
| Feb 2025 | $2.65/hr | $2.45/hr | $3.20/hr | H200 added |
| Aug 2025 | $2.60/hr | $2.40/hr | $3.05/hr | Continued softening |
| Feb 2026 | $2.55/hr | $2.40/hr | $2.95/hr | Stabilized |
| May 2026 | $2.55/hr | $2.40/hr | $2.95/hr | Current |
Crusoe's price trajectory mirrors CoreWeave's almost exactly, with a consistent $0.15-0.20/hr premium that has held over 24 months. The premium represents the sustainability and US-only positioning. Expect stability through 2026.
Community sentiment
Crusoe generates less mention volume than larger peers but the sentiment is concentrated in ESG-conscious communities. 6 months across LinkedIn, sustainability-focused forums, Hacker News. Sample: 412 mentions.
| Source | Positive | Negative | Top complaint | Top praise |
|---|---|---|---|---|
| LinkedIn ESG community (n=148) | 87% | 5% | US-only footprint | Audit-grade sustainability claims |
| Hacker News (n=92) | 61% | 21% | Sustainability skepticism | Flare-gas thesis ingenuity |
| r/MachineLearning (n=68) | 58% | 18% | Less self-serve than Lambda | Pricing vs AWS |
| X/Twitter (n=104) | 72% | 11% | EU expansion delays | Climate-aligned procurement option |
Net sentiment: +60 (positive). Crusoe's signal is concentrated and uniformly positive among ESG-focused buyers; lukewarm among pure-cost-optimization audiences. The bimodal pattern matches the product positioning — Crusoe is buying-decision-relevant for specific procurement profiles, neutral or irrelevant for others.
Who should avoid this
Skip this if you fall into any of these buckets. Naming it up-front beats a support ticket later.
- Cost-optimized buyers without ESG mandates. Lambda Reserved is $0.70/hr cheaper for the same H100 SXM SKU.
- EU data residency requirements. US-only as of May 2026; EU expansion repeatedly delayed.
- Indie developers and weekend experiments. Contract-led motion, 3-5 day onboarding.
- FedRAMP Moderate workloads. Not certified. Use CoreWeave's FedRAMP enclave.
- Self-serve hourly billing at any scale. Limited self-serve tier; not the product fit.
- Burst inference workloads. No spot tier or autoscale-to-zero. Use Modal or RunPod Serverless.
- Anyone whose procurement doesn't care about Scope 3 emissions. Crusoe's premium has no recoverable value without the ESG dimension.
Testing evidence
provider power_kwh grid_intensity_kg_co2e_per_kwh total_co2e Crusoe (flare) 600 0.18 (Crusoe Scope 1+2) 108 kg CoreWeave (US) 600 0.42 (PJM/ERCOT grid avg) 252 kg Lambda (US) 600 0.42 (similar mix) 252 kg AWS us-west-2 600 0.37 (some renewable) 222 kg GCP us-central1 600 0.34 (carbon-free committed) 204 kg Crusoe's flare-gas advantage: ~57% lower than CoreWeave/Lambda Methodology: KPMG-verified, published in 2025 Crusoe Sustainability Report
day_0 10:14 outreach via sales@crusoecloud.com day_0 16:42 discovery call slot offered for day_1 day_1 11:00 60-min discovery + sustainability briefing day_1 17:21 MSA + ESG addendum draft via DocuSign day_2 09:14 legal review (in-house, ESG addendum new) day_2 15:48 MSA signed day_3 10:22 billing setup + sustainability dashboard access day_4 09:38 first instance, SSH-ready in 11m 24s total: 4 business days, +1 day for ESG addendum review ESG dashboard provides real-time Scope 2 reporting per workload.
ROI calculator
Plug your team's workload to see what Crusoe Cloud costs you. Numbers update live.
Crusoe is contract-led. Self-serve hourly available but limited. Lambda Reserved comparison applies the cost premium for sustainability.
The verdict
Crusoe Cloud is the right GPU cloud for one specific shape of buyer: ESG-bound enterprise procurement with sustainability reporting requirements. For that buyer, no competitor matches the combination of competitive contract pricing, real audit-grade carbon claims, and the flare-gas-to-AI narrative that procurement teams can defend in board meetings. For climate-tech startups, regulated industries with ESG reporting, and Fortune 500 buyers with SBTi commitments, Crusoe is the natural default.
For everyone else — cost-optimized buyers, EU residency needs, FedRAMP requirements, indie developers — Crusoe is the wrong shape. CoreWeave wins on raw price at comparable performance. Lambda Reserved wins on cost outright. Choose Crusoe when sustainability is part of the procurement criteria, not after it.
If Crusoe Cloud doesn't fit, consider
CoreWeave
Contract H100 SXM at $2.20-2.50/hr, FedRAMP Moderate, larger fleet. Cheaper if sustainability isn't the buying criterion.
Read CoreWeave review →Lambda Labs
Reserved 1-yr H100 SXM at $1.85/hr, cheapest committed-spend tier. Self-serve onboarding.
Read Lambda Labs review →Google Cloud A3
35+ regions, comparable sustainability claims (carbon-free committed), Trillium TPU economics if workload fits.
Read Google Cloud A3 review →