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Head-to-head · Synthetic Data Generation Software

SAS Data Maker vs MOSTLY AI

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score SAS Data Maker #2 in Synthetic Data Generation Software 9.1/10 Pricing on request ✓ 0 of 1 features Visit SAS
MOSTLY AI #5 in Synthetic Data Generation Software 8.6/10 Free plan Free plan✓ 0 of 1 features Visit MOSTLY AI

SAS Data Maker leads on 0 checks, MOSTLY AI on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreSAS Data Maker · 9.1/10
  • Free planonly MOSTLY AI

SAS Data Maker scores higher on our rubric for synthetic data generation software: 9.1 against 8.6 out of 10; our editors rank them #2 and #5.

On deployment options, MOSTLY AI gives you Hybrid where SAS Data Maker offers Cloud.

SAS Data Maker is the better fit for mature low-code synthetic data generation. MOSTLY AI is the better fit for broad relational synthetic data programs.

  • SAS Data Maker fits best

    Mature low-code synthetic data generation

  • MOSTLY AI fits best

    Broad relational synthetic data programs

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Side by side

Feature SAS Data Maker 9.1/10 Visit ↗ MOSTLY AI 8.6/10 Visit ↗
At a glance
Editor score 9.1 8.6
Ranking #2 in Synthetic Data Generation Software #5 in Synthetic Data Generation Software
Best for Mature low-code synthetic data generation Broad relational synthetic data programs
Pricing model Paid Free plan + paid
Starting price Pricing on request Free plan
Free plan Not checked yet ✓ (best)
Free trial — —
Deployment Cloud Cloud, Self-hosted
Platforms Web Web
Support Community, Docs, Tickets Docs
Integrations 2 integrations 12 integrations
Built for Enterprise Solo, Small business, Enterprise
Features SAS Data Maker 0/1 · MOSTLY AI 0/1
API access Not checked yet Not checked yet
Specs
Data modalities Not checked yet Not checked yet
Privacy technique Differential privacy Not checked yet
Deployment options Cloud Hybrid
Generation limit Not checked yet Not checked yet
Output formats Not checked yet Not checked yet
Our review
Pros
  • Low-code generation from datasets or user-defined parameters
  • Bayesian Network, MST, SMOTE and differential privacy methods
  • Automated privacy, quality and statistical similarity evaluation
  • Supports single-, two-, and multi-table generation with referential integrity
  • Offers web, REST API, Python SDK, and self-hosted access
  • Connects with 12 databases and cloud-storage platforms
Cons
  • Pricing requires contact with sales
  • Web-based cloud deployment only
  • Named integrations are limited to Microsoft Azure and Snowflake
  • The free tier is governed by daily credits
  • Core generation workflows focus mainly on tabular and relational data
  • Paid commercial terms require direct pricing evaluation
Our verdict

SAS Data Maker is a web-based, cloud synthetic data platform for organizations creating realistic datasets for AI development, analytics, testing and simulation. It supports low-code/no-code workflows, generating data from existing…

Read the review →

MOSTLY AI is a synthetic data platform for organizations that need production-data access without distributing the original records. It supports tabular and textual synthetic data, mock and simulated datasets, and single- or multi-table…

Read the review →
  1. SAS Data MakerSynthetic Data Generation Software 9.1Pricing on request
  2. MOSTLY AISynthetic Data Generation Software 8.6Free plan

Strengths and trade-offs

  • SAS Data Maker — where it wins

    • Low-code generation from datasets or user-defined parameters
    • Bayesian Network, MST, SMOTE and differential privacy methods
    • Automated privacy, quality and statistical similarity evaluation

    Where it doesn't

    • Pricing requires contact with sales
    • Web-based cloud deployment only
    • Named integrations are limited to Microsoft Azure and Snowflake

  • MOSTLY AI — where it wins

    • Supports single-, two-, and multi-table generation with referential integrity
    • Offers web, REST API, Python SDK, and self-hosted access
    • Connects with 12 databases and cloud-storage platforms

    Where it doesn't

    • The free tier is governed by daily credits
    • Core generation workflows focus mainly on tabular and relational data
    • Paid commercial terms require direct pricing evaluation
  • SAS Data Maker9.1/10 · Pricing on request

    A mature low-code platform for generating, evaluating and augmenting synthetic data.

    Visit SASFull verdict →
  • MOSTLY AI8.6/10 · Free plan

    A broad synthetic data platform for relational datasets, APIs, and hybrid deployment.

    Visit MOSTLY AIFull verdict →

More comparisons

All synthetic data generation software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update