# Paperspace vs TensorWave

**Leader by vioscaleAI score:** Paperspace

| Attribute | Paperspace | TensorWave |
|---|---|---|
| **vioscaleAI score** | 63.2 (60% (medium)) | 57.3 (21% (low)) |
| content.faq | `[{"answer":"A managed cloud platform for machine learning engineers that combines subscription-based plans with usage-based GPU compute charges. Offers a range of GPU instances, collaborative tools, notebooks, and workflow management capabilities. It is indexed under GPU Cloud.","source":"https://www.paperspace.com/gradient/pricing","question":"What is Paperspace?","confidence":0.6},{"answer":"Paperspace offers a free tier, so you can start without paying. Paid plans start at $8 per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://www.paperspace.com/gradient/pricing","question":"Is Paperspace free?","confidence":0.6},{"answer":"Paperspace supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.paperspace.com","question":"What platforms does Paperspace support?","confidence":0.6},{"answer":"Yes. Paperspace can be deployed cloud / SaaS, hybrid, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.paperspace.com/gradient/pricing","question":"Can Paperspace be self-hosted?","confidence":0.6},{"answer":"We have confirmed 4 integrations for Paperspace, including GitHub, AWS, Google Cloud Platform and Microsoft Azure. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.paperspace.com/gradient/pricing","question":"What does Paperspace integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and ISO 27001 for Paperspace. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Paperspace not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.paperspace.com/security","question":"What security certifications does Paperspace have?","confidence":0.7},{"answer":"Paperspace is available worldwide. The vendor is headquartered in the United States.","source":"https://www.paperspace.com/gradient/pricing","question":"Where is Paperspace available?","confidence":0.75}]` | `[{"answer":"A cloud platform purpose-built for AI training and inference workloads, powered by AMD Instinct accelerators with high memory capacity and bandwidth optimization for demanding machine learning tasks. It is indexed under GPU Cloud.","source":"https://tensorwave.com","question":"What is TensorWave?","confidence":0.6},{"answer":"We have confirmed browser-based access to TensorWave. 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://tensorwave.com","question":"What platforms does TensorWave support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for TensorWave, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://tensorwave.com","question":"Can TensorWave be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for TensorWave, including ROCm, Llama 4, Kubernetes, Slurm, KServe and Meta Llama. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://tensorwave.com","question":"What does TensorWave integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and HIPAA for TensorWave. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as TensorWave not holding them. Always confirm compliance directly before you rely on it.","source":"https://tensorwave.com/blog/tensorwave-renews-soc-2-type-ii-compliance-and-what-it-means-for-customers","question":"What security certifications does TensorWave have?","confidence":0.7}]` |
| deployment.options | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | A managed cloud platform for machine learning engineers that combines subscription-based plans with usage-based GPU compute charges. Offers a range of GPU instances, collaborative tools, notebooks, and workflow management capabilities. | A cloud platform purpose-built for AI training and inference workloads, powered by AMD Instinct accelerators with high memory capacity and bandwidth optimization for demanding machine learning tasks. |
| features.capabilities | - | `{"soc2":true,"multi_region":true,"slurm_support":true,"amd_gpu_support":true,"deployment_model":"managed-k8s","max_cluster_scale":"multi-node-cluster","kubernetes_support":true}` |
| integrations.count | 4 | 6 |
| integrations.list | `[{"name":"GitHub"},{"name":"AWS"},{"name":"Google Cloud Platform"},{"name":"Microsoft Azure"}]` | `[{"name":"ROCm"},{"name":"Llama 4"},{"name":"Kubernetes"},{"name":"Slurm"},{"name":"KServe"},{"name":"Meta Llama","native":false,"category":"ai-models","direction":"inbound"},{"name":"vLLM","native":true},{"name":"SGLang","native":true}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Free","summary":"$0/month plus utilization costs for paid machines","features":["Basic instances","Faster free GPUs & IPUs access","Free machine types"],"minSeats":1,"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"For beginners, explorers, and adventurous learners","contactSales":false,"includedLimits":{"members":"1","storage":"5GB","projects":"5","concurrent_jobs":"1"}},{"free":false,"name":"Pro","summary":"$8/month plus hourly utilization charges","features":["Mid-range and high-end machines","Collaboration tools","Expert support","Notebook versioning","Private container registry","GitHub integration"],"components":[{"kind":"fixed","amount":8,"period":"month","currency":"USD"}],"description":"For ML engineers, data scientists, and researchers","contactSales":false,"includedLimits":{"storage":"50GB"}},{"free":false,"name":"Enterprise","summary":"Custom pricing - contact sales","features":["Unlimited storage","Solutions engineering","Premium support","SSO (Single Sign-On)","Self-hosted cloud deployment (AWS, GCP, Azure)","On-premise deployment","Custom SLAs"],"description":"Custom solution for organizations requiring advanced features","contactSales":true,"includedLimits":{"storage":"Unlimited"}}],"addOns":[{"name":"Storage overage","components":[{"per":{"qty":1,"unit":"GB"},"kind":"metered","amount":0.29,"currency":"USD"}]}],"summary":"From free to $8/month subscription plus pay-per-hour GPU utilization costs. No long-term commitments required.","currency":"USD","freeTier":true,"sourceUrl":"https://www.paperspace.com/gradient/pricing","retrievedAt":"2026-08-19T13:10:19.259Z","startingPrice":{"amount":8,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | - |
| pricing.free_tier | yes | - |
| pricing.model | freemium | commercial |
| pricing.price_level | low | - |
| pricing.starting_price | `{"amount":8,"currency":"USD"}` | - |
| pricing.transparent | yes | - |
| reliability.sla_pct | 99.99 | - |
| security.certifications | - | `[{"name":"SOC 2 Type II","level":"Type II","status":"active","validUntil":"2028-01-15"},{"name":"ISO/IEC 27001","status":"active"},{"name":"HIPAA","status":"active"}]` |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | yes | yes |
| security.pci | yes | - |
| security.soc2 | yes | yes |
| security.trust_center | - | https://tensorwave.com/products/fleet-management/security |

## Capabilities (GPU Cloud)

| Capability | Paperspace | TensorWave |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | - | Managed k8s |
| Interconnect | - | - |
| Max cluster scale | - | Multi node cluster |
| Kubernetes support | - | ✓ |
| Slurm support | - | ✓ |
| Spot preemptible pricing | - | - |
| Per second billing | - | - |
| Reserved capacity contracts | - | - |
| Amd GPU support | - | ✓ |
| SOC2 | - | ✓ |
| Multi region | - | ✓ |
| Pricing model | - | - |

*Source: vioscaleAI. Generated 2026-10-16T18:30:57.325Z. "-" = undocumented, not absent.*