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DTM Data Generator vs Tonic Fabricate

Both stand on test data management software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

DTM Data Generator

Free trial LinuxMacWindows

Choose DTM Data Generator when you need self-hosted test data generation across supported databases, with schema-aware relationships and several output formats. Standard covers individual and small-team needs; teams needing XML or JSON output, scrambling, or unlimited rules should consider the higher editions.

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Tonic Fabricate

Free plan APISelf-hostedWeb

Fabricate covers synthetic data generation across structured records, documents, APIs, and workflows, with Free, Plus, and custom Enterprise options. Compare the listed credit amounts and hosting choices against your needs before selecting a plan.

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The facts

DTM Data GeneratorTonic Fabricate
Free planA free trialYes
Open sourceNot publishedNot published
Runs onLinux, Mac, WindowsAPI, Self-hosted, Web
Lowest paid planDTM Data Generator Standard — 1 license: $149, paid onceSee the plans
Plans published103
MakerNot publishedNot published
Websitesqledit.comtonic.ai
On test data management software#15 of 25#11 of 25

DTM Data Generator: what it does well

  • Generates values using fifteen methods and about 70 built-in functions.
  • Analyzes schemas and resolves master-detail relationships automatically.
  • Supports a broad range of database systems and value sources.
  • Can load data directly or produce SQL, text, CSV, XML, and JSON.
  • Offers scheduled refresh automation and API access.

What to know first

  • There is no free plan; Standard starts at $149, paid once.
  • XML and JSON output require Professional or Enterprise.
  • Data scrambling is limited to Enterprise.
  • Standard caps projects at 128 rules and 10,000,000 rows per rule.

Tonic Fabricate: what it does well

  • Generates data for databases, APIs, and files.
  • Can preserve relationships in generated records.
  • Optional agent reviews and refines generated output.
  • Creates mock APIs from uploaded specifications.
  • Free plan includes $5 in monthly credits.

What to know first

  • Enterprise pricing is custom.
  • Free and Plus plans use Tonic Cloud deployment.
  • The Free plan lists $5 in monthly credits.

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