# CTGAN vs K2view

**Leader by vioscaleAI score:** K2view

| Attribute | CTGAN | K2view |
|---|---|---|
| **vioscaleAI score** | 38.3 (55% (medium)) | 58.8 (35% (low)) |
| activity.commits_last_30d | 2 | - |
| adoption.dependent_repos | 29 | - |
| adoption.github_stars | 1,574 | - |
| content.faq | `[{"answer":"An open-source tool that learns patterns from real single-table datasets and generates high-quality synthetic data with preserved statistical properties, built on generative adversarial network architecture. It is indexed under Synthetic Data.","source":"https://github.com/pricing","question":"What is CTGAN?","confidence":0.6},{"answer":"CTGAN is open source, so it can be self-hosted and used at no licence cost. Pricing changes often, so verify at source before relying on it.","source":"https://github.com/pricing","question":"Is CTGAN free to use?","confidence":0.6},{"answer":"CTGAN supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://github.com/pricing","question":"What platforms does CTGAN support?","confidence":0.6},{"answer":"Yes. CTGAN can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://github.com/pricing","question":"Can CTGAN be self-hosted?","confidence":0.6}]` | `[{"answer":"A platform that collects data from multiple enterprise systems and exposes it as unified, fresh data products with governance and compliance controls for applications, analytics, and AI. It is indexed under Synthetic Data.","source":"https://www.k2view.com","question":"What is K2view?","confidence":0.6},{"answer":"We have confirmed browser-based access to K2view. 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://www.k2view.com","question":"What platforms does K2view support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for K2view, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.k2view.com","question":"Can K2view be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for K2view. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as K2view not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.k2view.com/blog/how-data-compliance-software-empowers-consumers-with-the-right-to-access-data","question":"What security certifications does K2view have?","confidence":0.7}]` |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true}` |
| description.long | An open-source synthetic data generator that uses Conditional GANs to learn patterns from real tabular data and produce high-fidelity synthetic versions for analysis and testing. | A platform that collects data from multiple enterprise systems and exposes it as unified, fresh data products with governance and compliance controls for applications, analytics, and AI. |
| features.capabilities | `{"deployment":"self_host","open_source":true,"pricing_model":"open_source","industry_focus":"horizontal","generation_method":"GAN","fidelity_utility_reporting":true}` | `{"masking_included":true,"relational_integrity":true}` |
| integrations.count | 2 | - |
| integrations.list | `[{"name":"SDV ecosystem"},{"name":"Python packages"}]` | - |
| language.primary | Python | - |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://github.com/pricing","retrievedAt":"2026-10-15T20:21:20.070Z"}` | - |
| pricing.free_tier | yes | - |
| pricing.model | open_source | commercial |
| pricing.price_level | free | - |
| release.cadence_days | 70 | - |
| release.history | `[{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.12.1","date":"2026-02-13T03:09:04Z","type":"stable","version":"v0.12.1"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.12.0","date":"2026-01-27T21:27:45Z","type":"stable","version":"v0.12.0"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.11.1","date":"2025-10-30T21:27:27Z","type":"stable","version":"v0.11.1"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.11.0","date":"2025-02-26T20:06:21Z","type":"stable","version":"v0.11.0"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.10.2","date":"2024-10-22T15:46:16Z","type":"stable","version":"v0.10.2"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.10.1","date":"2024-05-13T15:40:02Z","type":"stable","version":"v0.10.1"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.10.0","date":"2024-04-11T20:29:56Z","type":"stable","version":"v0.10.0"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.9.1","date":"2024-03-14T15:07:37Z","type":"stable","version":"v0.9.1"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.9.0","date":"2024-02-13T21:29:13Z","type":"stable","version":"v0.9.0"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.8.0","date":"2023-11-13T18:57:49Z","type":"stable","version":"v0.8.0"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.7.5","date":"2023-10-05T21:42:57Z","type":"stable","version":"v0.7.5"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.7.4","date":"2023-07-27T18:09:51Z","type":"stable","version":"v0.7.4"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.7.3","date":"2023-05-25T18:59:45Z","type":"stable","version":"v0.7.3"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.7.2","date":"2023-05-09T17:54:18Z","type":"stable","version":"v0.7.2"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.7.1","date":"2023-02-23T22:28:31Z","type":"stable","version":"v0.7.1"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.7.0","date":"2023-01-20T22:24:40Z","type":"stable","version":"v0.7.0"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.6.0","date":"2022-10-07T17:31:56Z","type":"stable","version":"v0.6.0"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.5.2","date":"2022-08-19T03:12:10Z","type":"stable","version":"v0.5.2"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.5.1","date":"2022-02-25T20:53:38Z","type":"stable","version":"v0.5.1"},{"url":"https://github.com/sdv-dev/CTGAN/releases/tag/v0.5.0","date":"2021-11-18T21:42:32Z","type":"stable","version":"v0.5.0"}]` | - |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.scorecard | 4.4 | - |
| security.soc2 | - | yes |
| security.trust_center | https://github.com/security | https://www.k2view.com/blog/how-data-compliance-software-empowers-consumers-with-the-right-to-access-data |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=ctgan&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Synthetic Data)

| Capability | CTGAN | K2view |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Generation method | GAN | - |
| Relational integrity | - | ✓ |
| Differential privacy | - | - |
| Privacy risk scoring | - | - |
| Fidelity utility reporting | ✓ | - |
| Masking included | - | ✓ |
| Deployment | Self host | - |
| Open source | ✓ | - |
| Ci cd integration | - | - |
| Industry focus | Horizontal | - |
| SOC2 | - | - |
| HIPAA available | - | - |
| Pricing model | Open source | - |

*Source: vioscaleAI. Generated 2026-10-16T20:14:36.355Z. "-" = undocumented, not absent.*