# Aindo vs CTGAN

| Attribute | Aindo | CTGAN |
|---|---|---|
| **vioscaleAI score** | 39.9 (37% (low)) | 38.3 (55% (medium)) |
| activity.commits_last_30d | - | 2 |
| adoption.dependent_repos | - | 29 |
| adoption.github_stars | - | 1,574 |
| content.faq | `[{"answer":"A platform that uses generative AI to create synthetic datasets from real data, enabling healthcare organizations and researchers to conduct analysis, develop AI models, and run clinical trials while preserving patient privacy and regulatory compliance. It is indexed under Synthetic Data.","source":"https://aindo.com","question":"What is Aindo?","confidence":0.6},{"answer":"We have confirmed browser-based access to Aindo. 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://aindo.com","question":"What platforms does Aindo support?","confidence":0.6},{"answer":"Yes. Aindo can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://aindo.com","question":"Can Aindo be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed ISO 27001 and GDPR for Aindo. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Aindo not holding them. Always confirm compliance directly before you rely on it.","source":"https://aindo.com/security-and-compliance/","question":"What security certifications does Aindo have?","confidence":0.7},{"answer":"Aindo is available worldwide. Its primary market is the EU. The vendor is headquartered in Italy.","source":"https://aindo.com","question":"Where is Aindo available?","confidence":0.75}]` | `[{"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}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"self_hosted":true}` |
| description.long | A platform that uses generative AI to create synthetic datasets from real data, enabling healthcare organizations and researchers to conduct analysis, develop AI models, and run clinical trials while preserving patient privacy and regulatory compliance. | 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. |
| features.capabilities | `{"deployment":"both","pricing_model":"contact-sales","industry_focus":"healthcare","generation_method":"LLM/transformer","relational_integrity":true,"fidelity_utility_reporting":true}` | `{"deployment":"self_host","open_source":true,"pricing_model":"open_source","industry_focus":"horizontal","generation_method":"GAN","fidelity_utility_reporting":true}` |
| integrations.count | - | 2 |
| integrations.list | - | `[{"name":"SDV ecosystem"},{"name":"Python packages"}]` |
| language.primary | - | Python |
| market.availability | `{"hqCountry":"IT","primaryMarkets":["EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"cli":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 |
| 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.trust_center | - | https://github.com/security |
| 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 | Aindo | CTGAN |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Generation method | LLM/transformer | GAN |
| Relational integrity | ✓ | - |
| Differential privacy | - | - |
| Privacy risk scoring | - | - |
| Fidelity utility reporting | ✓ | ✓ |
| Masking included | - | - |
| Deployment | Both | Self host |
| Open source | - | ✓ |
| Ci cd integration | - | - |
| Industry focus | Healthcare | Horizontal |
| SOC2 | - | - |
| HIPAA available | - | - |
| Pricing model | Contact sales | Open source |

*Source: vioscaleAI. Generated 2026-10-16T20:06:39.617Z. "-" = undocumented, not absent.*