# DataCrunch vs Nebius

**Leader by vioscaleAI score:** DataCrunch

| Attribute | DataCrunch | Nebius |
|---|---|---|
| **vioscaleAI score** | 77.2 (63% (medium)) | 47.5 (41% (low)) |
| content.faq | `[{"answer":"A cloud platform providing GPU compute instances, multi-node clusters, and serverless containers with transparent hourly pricing, spot discounts, and reserved capacity options. It is indexed under GPU Cloud.","source":"https://datacrunch.io/pricing","question":"What is DataCrunch?","confidence":0.6},{"answer":"DataCrunch is a paid product; published pricing starts at $1.63. It is sold across 3 plans (On-Demand, Spot and Reserved Capacity). There is no free tier. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://datacrunch.io/pricing","question":"How much does DataCrunch cost?","confidence":0.6},{"answer":"DataCrunch supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://datacrunch.io/pricing","question":"What platforms does DataCrunch support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for DataCrunch, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://datacrunch.io/pricing","question":"Can DataCrunch be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for DataCrunch. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as DataCrunch not holding them. Always confirm compliance directly before you rely on it.","source":"https://datacrunch.io/pricing","question":"What security certifications does DataCrunch have?","confidence":0.6}]` | `[{"answer":"Cloud infrastructure and services designed to support artificial intelligence development, including machine learning operations tools and managed model inference capabilities. It is indexed under GPU Cloud.","source":"https://nebius.com","question":"What is Nebius?","confidence":0.6},{"answer":"Nebius does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://nebius.com","question":"How much does Nebius cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Nebius. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://nebius.com","question":"What platforms does Nebius support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Nebius, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://nebius.com","question":"Can Nebius be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for Nebius, including Apache Spark, Kubernetes, Terraform, Helm, ClickHouse and Slack. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://nebius.com","question":"What does Nebius integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Nebius. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Nebius not holding them. Always confirm compliance directly before you rely on it.","source":"https://nebius.com/trust-center/soc-2","question":"What security certifications does Nebius have?","confidence":0.7},{"answer":"Nebius is available worldwide. The vendor is headquartered in the Netherlands.","source":"https://nebius.com","question":"Where is Nebius available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A cloud infrastructure provider offering GPU and CPU instances, containerized deployments, and storage for AI workloads with pay-as-you-go pricing, spot discounts, and multi-node clustering via InfiniBand | A cloud infrastructure service for AI developers, offering managed Kubernetes clusters, serverless inference, built-in MLOps tooling, and access to high-performance GPU infrastructure. |
| features.capabilities | `{"soc2":true,"interconnect":"infiniband","multi_region":false,"pricing_model":"on-demand-published","slurm_support":false,"amd_gpu_support":false,"deployment_model":"bare-metal","max_cluster_scale":"multi-node-cluster","kubernetes_support":false,"per_second_billing":false,"spot_preemptible_pricing":true,"reserved_capacity_contracts":true}` | `{"pricing_model":"quote-only","slurm_support":true,"deployment_model":"managed-k8s","max_cluster_scale":"multi-node-cluster","kubernetes_support":true}` |
| integrations.count | - | 6 |
| integrations.list | - | `[{"name":"Apache Spark"},{"name":"Kubernetes"},{"name":"Terraform"},{"name":"Helm"},{"name":"ClickHouse"},{"name":"Slack"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"NL","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":false,"name":"On-demand Hourly","summary":"GPU $0.206/h–$10.74/h; CPU $0.048/h–$4.32/h; Spot pricing 50% off","features":["GPU: Tesla V100 to GB300 SXM6","CPU: 4 to 360 vCPUs","Auto-scaling containers","Multi-node clusters up to 144x GPUs","InfiniBand interconnect"],"components":[{"per":{"qty":1,"unit":"h"},"kind":"metered","amount":0.206,"currency":"USD"},{"per":{"qty":1,"unit":"h"},"kind":"metered","amount":10.74,"currency":"USD"}],"description":"GPU, CPU, and container instances with hourly billing","contactSales":false},{"free":false,"name":"Reserved Capacity","summary":"25% off with 1-month minimum","features":["25% discount vs on-demand rates"],"commitment":"monthly","components":[{"of":"on-demand","kind":"percentage","rate":25}],"description":"Committed monthly capacity","contactSales":false}],"addOns":[{"name":"NVMe Storage","components":[{"per":{"qty":1,"unit":"GiB-month"},"kind":"metered","amount":0.2,"currency":"USD"}]},{"name":"NVMe Shared Filesystem","components":[{"per":{"qty":1,"unit":"GiB-month"},"kind":"metered","amount":0.1,"currency":"USD"}]}],"summary":"From $0.206/h on-demand; 50% spot discount; 25% reserved discount","currency":"USD","freeTier":false,"sourceUrl":"https://datacrunch.io/pricing","retrievedAt":"2026-10-12T16:08:58.932Z","startingPrice":{"unit":"h","amount":0.206,"currency":"USD"},"billingPeriods":["month"]}` | `{"type":"quote","summary":"Contact sales for core product pricing. Free marketplace components available.","freeTier":true,"sourceUrl":"https://nebius.com","retrievedAt":"2026-09-28T13:20:10.847Z"}` |
| pricing.free_tier | no | yes |
| pricing.model | commercial | quote |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":0.206,"currency":"USD"}` | - |
| pricing.transparent | yes | no |
| reliability.sla_pct | 99.95 | - |
| reliability.status_page | yes | - |
| security.certifications | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"},{"name":"ISO 27001","status":"active"},{"name":"ISO 27017","status":"active"},{"name":"ISO 27018","status":"active"},{"name":"ISO 27701","status":"active"}]` | - |
| security.gdpr | yes | yes |
| security.hipaa | - | yes |
| security.iso27001 | yes | - |
| security.soc2 | yes | yes |

## Capabilities (GPU Cloud)

| Capability | DataCrunch | Nebius |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | Bare metal | Managed k8s |
| Interconnect | Infiniband | - |
| Max cluster scale | Multi node cluster | Multi node cluster |
| Kubernetes support | ✗ | ✓ |
| Slurm support | ✗ | ✓ |
| Spot preemptible pricing | ✓ | - |
| Per second billing | ✗ | - |
| Reserved capacity contracts | ✓ | - |
| Amd GPU support | ✗ | - |
| SOC2 | ✓ | - |
| Multi region | ✗ | - |
| Pricing model | On demand published | Quote only |

*Source: vioscaleAI. Generated 2026-10-16T20:58:58.496Z. "-" = undocumented, not absent.*