Best Synthetic Data Generation Software in 2026
Updated
In short: NVIDIA ShadowPlay is ranked #1 of 30 as of 4 October 2026, ahead of SDV Enterprise and Tonic.ai. The best-ranked option with a free plan is SDV Enterprise. The lowest first paid tier on this page is Tonic.ai at $29/mo.
When real records are not the data you want to use, synthetic data tools offer another kind of dataset to consider. Compare the listed privacy techniques and data modalities with output formats, API access, and deployment options. Generation limits, free plans, and paid-from pricing add practical context for evaluating fit. Tonic.ai and MOSTLY AI lead the ranking, followed by YData SDK and Synthesized; SynthForge IO is also among the first entries. Think about the data types and formats your work requires, then consider where a tool can be deployed and what limits or privacy approach it lists.
30 synthetic data generation software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
Recognised 40% · Phone app 26% · Documented 20% · Free plan 14% of the score
- 1 NVIDIA ShadowPlay No phone app RecognisedPhone appDocumentedFree plan 6.4Free Data modalities: images, 2D/3D bounding boxes, semantic labels, normals, depth, point cloudsDeployment options: hybrid
- 2 SDV Enterprise No phone app RecognisedPhone appDocumentedFree plan 6.4$250/mo Data modalities: single-table, multi-table, sequentialPrivacy technique: bothDeployment options: self_hosted
- 3 Tonic.ai No phone app RecognisedPhone appDocumentedFree plan 6.4$29/mo Data modalities: relational databases, unstructured data, free text, PDFs, DOCX files, emails, JSON, mock APIsPrivacy technique: bothDeployment options: hybrid
- 4 Simudyne Pulse No phone app RecognisedPhone appDocumentedFree plan 6.3Free Data modalities: order books, L1/L2/L3 quotes, depth, orders, trades, order flowDeployment options: cloud
- 5 Synth Studio No phone app RecognisedPhone appDocumentedFree plan 6.3Free Data modalities: tabularPrivacy technique: differential privacyDeployment options: hybrid
- 6 SynthCity No phone app RecognisedPhone appDocumentedFree plan 6.3Free Data modalities: tabular, time series, survival analysis, imagesPrivacy technique: bothDeployment options: self_hosted
- 7 Synthetic Data Vault No phone app RecognisedPhone appDocumentedFree plan 6.3$250/mo
- 8 SynthForge IO No phone app RecognisedPhone appDocumentedFree plan 6.3Free Data modalities: tabular, relational, document, ML training datasetsDeployment options: cloud
- 9 YData SDK No phone app RecognisedPhone appDocumentedFree plan 6.3Free Data modalities: tabular, time-series, relational databases, text corpus, documents, question-and-answer pairsPrivacy technique: both
- 10 MOSTLY AI No phone app RecognisedPhone appDocumentedFree plan 6.2Free Deployment options: hybrid
- 11 Aindo Synthetic Data Platform No phone app RecognisedPhone appDocumentedFree plan 5.9 Data modalities: tabular, relational, time series, textPrivacy technique: bothDeployment options: self_hosted
- 12 Synthesized No phone app RecognisedPhone appDocumentedFree plan 5.7 Deployment options: hybrid
- 13 NVIDIA Omniverse No phone app RecognisedPhone appDocumentedFree plan 5.4 Data modalities: images, 2D/3D bounding boxes, semantic labels, normals, depth, point cloudsDeployment options: hybrid
- 14 Anyverse No phone app RecognisedPhone appDocumentedFree plan 5.3 Data modalities: RGB/visible cameras, NIR, SWIR, MWIR, LWIR/thermal, ToF, LiDAR, radar/mm-wave, hyperspectral, raw sensor images, point clouds, annotation metadata, per-pixel metadataDeployment options: cloud
- 15 Betterdata No phone app RecognisedPhone appDocumentedFree plan 5.3 Data modalities: tabular, relational, time-series, text-in-tablePrivacy technique: bothDeployment options: hybrid
- 16 BlueGen.ai No phone app RecognisedPhone appDocumentedFree plan 5.3 Data modalities: tabular, relational, time series, longitudinalPrivacy technique: bothDeployment options: hybrid
- 17 K2view Synthetic Data Generation No phone app RecognisedPhone appDocumentedFree plan 5.3 Data modalities: structured, tabular; unstructured, image and videoPrivacy technique: anonymizationDeployment options: hybrid
- 18 metasyn No phone app RecognisedPhone appDocumentedFree plan 5.3 Data modalities: tabularDeployment options: self_hosted
- 19 NeMo Data Designer No phone app RecognisedPhone appDocumentedFree plan 5.3 Data modalities: tabular, text, code, structured JSON, images, embeddingsDeployment options: hybrid
- 20 Parallel Domain No phone app RecognisedPhone appDocumentedFree plan 5.2 Data modalities: camera, lidar, radar
- 21 SAS Data Maker No phone app RecognisedPhone appDocumentedFree plan 5.2 Privacy technique: differential privacyDeployment options: cloud
- 22 StreamGen No phone app RecognisedPhone appDocumentedFree plan 5.2 Data modalities: time series, wafer mapsDeployment options: self_hosted
- 23 SynthEngyne No phone app RecognisedPhone appDocumentedFree plan 5.2 Data modalities: text, image, tabular, time-series
- 24 Synthetic AI Data No phone app RecognisedPhone appDocumentedFree plan 5.2 Data modalities: imagesDeployment options: hybrid
- 25 Syntho No phone app RecognisedPhone appDocumentedFree plan 5.2 Data modalities: tabular data; time series data; multi-table datasets and databases; geographical location data; open text dataDeployment options: self_hosted
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which synthetic data generation software is ranked first on Samsung Mobile US Press?
NVIDIA ShadowPlay is ranked #1 of 30 with a score of 6.4. SDV Enterprise is second and Tonic.ai third.
How many of these have a free plan?
10 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Tonic.ai has the lowest first paid tier we found: $29/mo.
How is this list ranked?
Ranked mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation. Paid placements never change a rank.