Best Synthetic Data Generation Software in 2026
Updated
30 synthetic data generation software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
30ranked
0free plans on this page
8 Oct 2026last checked
Input list Synthetic Data Generation Software 5 channels on this page · 12 of 40 spec lines stated by the makers
Ch Tool Free planPaid fromData modalitiesPrivacy techniqueDeployment optionsAPI accessGeneration limitOutput formats Spec sheet Score
26 Syntho Free plannot statedPaid fromnot statedData modalitiestabular data; time series data; multi-table datasets and databases; geographical location data; open text dataPrivacy techniquenot statedDeployment optionsself hostedAPI accessYesGeneration limitnot statedOutput formatsnot stated 3/8spec lines stated 5.7
27 Betterdata Free plannot statedPaid fromnot statedData modalitiestabular, relational, time-series, text-in-tablePrivacy techniquebothDeployment optionshybridAPI accessnot statedGeneration limitnot statedOutput formatsnot stated 3/8spec lines stated 5.6
28 Verisim Health Free planYesPaid fromnot statedData modalitieseligibility and enrollment, medical claims, pharmacy claims, revenue and payment, encounters, laboratory results, ADT events, member journeysPrivacy techniquenot statedDeployment optionsnot statedAPI accessnot statedGeneration limitnot statedOutput formatsParquet, CSV 3/8spec lines stated 5.6
29 SynthEngyne Free planYesPaid fromnot statedData modalitiestext, image, tabular, time-seriesPrivacy techniquenot statedDeployment optionsnot statedAPI accessnot statedGeneration limitnot statedOutput formatsnot stated 2/8spec lines stated 5.5
30 Synthea Free planYesPaid fromnot statedData modalitiesnot statedPrivacy techniquenot statedDeployment optionsnot statedAPI accessnot statedGeneration limitnot statedOutput formatsnot stated 1/8spec lines stated 5.0
Compare all 5 in a table
| # | Tool | Score | Free plan | Free plan | Paid from | Data modalities | Privacy technique |
|---|---|---|---|---|---|---|---|
| 26 | Syntho | 5.7 | No | — | — | tabular data; time series data; multi-table datasets and databases; geographical location data; open text data | — |
| 27 | Betterdata | 5.6 | No | — | — | tabular, relational, time-series, text-in-table | both |
| 28 | Verisim Health | 5.6 | No | Yes | — | eligibility and enrollment, medical claims, pharmacy claims, revenue and payment, encounters, laboratory results, ADT events, member journeys | — |
| 29 | SynthEngyne | 5.5 | No | Yes | — | text, image, tabular, time-series | — |
| 30 | Synthea | 5.0 | No | Yes | — | — | — |
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