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Head-to-head · Synthetic Data Generation Software

SAS Data Maker vs Tonic.ai

  • Updated Oct 2026
  • Both researched from official sources
  • 2 checks 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
Tonic.ai #4 in Synthetic Data Generation Software 8.7/10 Free plan Free plan✓ 1 of 1 features Visit Tonic.ai

SAS Data Maker leads on 0 checks, Tonic.ai on 0, and 2 are even. Who comes out ahead on the 2 yes/no, price and count checks 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 Tonic.ai
  • Most featuresTonic.ai · 1 of 1

SAS Data Maker scores higher on our rubric for synthetic data generation software: 9.1 against 8.7 out of 10; our editors rank them #2 and #4.

On privacy technique, Tonic.ai gives you Both where SAS Data Maker offers Differential privacy. On deployment options, Tonic.ai gives you Hybrid where SAS Data Maker offers Cloud.

SAS Data Maker is the better fit for mature low-code synthetic data generation. Tonic.ai is the better fit for teams needing broad data and API generation.

  • SAS Data Maker fits best

    Mature low-code synthetic data generation

  • Tonic.ai fits best

    Teams needing broad data and API generation

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature SAS Data Maker 9.1/10 Visit ↗ Tonic.ai 8.7/10 Visit ↗
At a glance
Editor score 9.1 8.7
Ranking #2 in Synthetic Data Generation Software #4 in Synthetic Data Generation Software
Best for Mature low-code synthetic data generation Teams needing broad data and API generation
Pricing model Paid Free plan + paid
Starting price Pricing on request $29/mo
Free plan Not checked yet ✓ (best)
Free trial — —
Deployment Cloud Cloud, Self-hosted
Platforms Web Web
Support Community, Docs, Tickets Email, Community, Docs
Compliance GDPR, HIPAA SOC 2, GDPR, HIPAA, PCI DSS, SSO/SAML
Integrations 2 integrations 16 integrations
Built for Enterprise Small business, Mid-market, Enterprise
Features SAS Data Maker 0/1 · Tonic.ai 1/1
API access Not checked yet ✓ (best)
Specs
Data modalities Not checked yet relational databases, unstructured data, free text, PDFs, DOCX files, emails, JSON, mock APIs
Privacy technique Differential privacy Both
Deployment options Cloud Hybrid
Generation limit Not checked yet Not checked yet
Output formats Not checked yet CSV, JSON, XML, SQL, DOCX, EML, SML, SQLite, Avro, Iceberg, MongoDB, Parquet, Amazon S3, PostgreSQL, MySQL, Snowflake, Databricks
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
  • Generates relational, unstructured, and free-text data
  • Creates mock APIs from API specifications
  • Connects with databases, warehouses, storage, and AI tools
Cons
  • Pricing requires contact with sales
  • Web-based cloud deployment only
  • Named integrations are limited to Microsoft Azure and Snowflake
  • Plus starts at $29 per month
  • Additional Plus usage is pay-as-you-go
  • Enterprise features require custom pricing
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 →

Tonic.ai provides synthetic data and data de-identification software for developers, QA teams, data engineers, and AI teams. Its Fabricate product generates relational databases, unstructured documents, free text, and mock APIs from…

Read the review →
  1. SAS Data MakerSynthetic Data Generation Software 9.1Pricing on request
  2. Tonic.aiSynthetic Data Generation Software 8.7Free 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

  • Tonic.ai — where it wins

    • Generates relational, unstructured, and free-text data
    • Creates mock APIs from API specifications
    • Connects with databases, warehouses, storage, and AI tools

    Where it doesn't

    • Plus starts at $29 per month
    • Additional Plus usage is pay-as-you-go
    • Enterprise features require custom pricing
  • SAS Data Maker9.1/10 · Pricing on request

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

    Visit SASFull verdict →
  • Tonic.ai8.7/10 · Free plan

    Broad synthetic data and API generation with a free entry plan and paid usage tiers.

    Visit Tonic.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