MOSTLY AI vs Synthesized
MOSTLY AI
mostly.ai
Synthesized
synthesized.ioSide by side
| Figure | MOSTLY AI | Synthesized |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 1 |
| Spec score · Synthetic Data Generation Software | 8.2 (#4) | 7.2 (#24) |
| Spec score · Data De-Identification Tools | 7.8 (#4) | 7.0 (#7) |
| Spec score · AI Synthetic Data Generators | 8.1 (#9) | 7.1 (#19) |
| Spec score · Test Data Generation Tools | 7.7 (#12) | 6.9 (#26) |
| Spec score · Test Data Management Software | 7.7 (#11) | 7.0 (#20) |
| Integrations | Listed connectors include MySQL, PostgreSQL, MariaDB, Oracle, MS SQL Server, Snowflake, Databricks, BigQuery, and Azure, GCP, and AWS cloud buckets. | The site lists integrations and ecosystem technologies including Jenkins, AWS, WhereScape, BigQuery, Redshift, Azure, CircleCI, GitLab, GitHub Actions, Salesforce, and SAP Sybase. |
| Support | Users can contact support by emailing [email protected]. | The documentation says community support is available for free versions of the Test Data Kit. |
Plans
In their own words
MOSTLY AI
MOSTLY AI is a data intelligence platform for accessing production data, generating synthetic, mock and simulated data, and analyzing data. Its assistant lets users request Python code in natural language and run it for analysis. The open-source Synthetic Data SDK supports local generation and uses the Apache v2 license. The platform handles numerical, categorical, date-time, text and geolocation data; it can synthesize relational tables while preserving their relationships. Other controls include Data Insights Reports, data rebalancing, missing-value imputation and generation temperature settings. Listed database connectors include MySQL, PostgreSQL, MariaDB, Oracle, Microsoft SQL Server, Snowflake, Databricks, BigQuery and Apache Hive; cloud bucket connectors include Azure, GCP and AWS. An API and Python client support integration into applications and workflows. Deployment options include Kubernetes, OpenShift and Minikube, as well as on-premises, private-cloud and air-gapped installations. The maker says the platform is SOC 2 and ISO 27001 certified. A single-node Kubernetes deployment requires at least 24 CPU cores, 48 GB RAM and 256 GB storage. The free plan is free, with no further limits stated. It is available via API, Linux, self-hosting and web.
Synthesized
Synthesized has no write-up on Specifiction yet; its figures are above.