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🏅 Best AI Synthetic Data Providers

15 tools compared — real pricing, real "best for" guidance, no fabricated reviews. Updated 2026.

Gretel
Freemium Featured

API-driven synthetic text, tabular, and image data generation.

🎯 Developers wanting API-driven synthetic data
✓ Free trial available
Learn More Visit
MOSTLY AI
Freemium Featured

No-code privacy-safe tabular synthetic data platform.

🎯 No-code privacy-safe data for finance/healthcare
✓ Free trial available
Learn More Visit
K2view
Contact

Enterprise relational synthetic data with referential integrity.

🎯 Enterprise relational data across systems
Learn More Visit
Syntho
Contact

Privacy-compliant enterprise synthetic data generation.

🎯 Privacy-compliant enterprise data generation
Learn More Visit
YData Fabric
Freemium

Data science platform for profiling and balancing ML training sets.

🎯 Data science teams profiling/balancing training sets
✓ Free trial available
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Hazy
Contact

Synthetic time-series transaction data, often deployed on-prem.

🎯 Financial services, time-series transaction data
Learn More Visit
Synthesis AI
Contact

Photorealistic CGI image/video data for computer vision training.

🎯 Computer vision teams needing photorealistic training data
Learn More Visit
Tonic Fabricate
Contact

Agentic, chat-to-generate full database synthesis.

🎯 Chat-driven full database synthesis
Learn More Visit
Synthesized
Contact

SAP-heavy testing environments with CI/CD-integrated compliance.

🎯 SAP-heavy testing environments, CI/CD compliance
Learn More Visit
NVIDIA NeMo Data Designer
Open source Open Source Open_source

Open NeMo toolkit features for HIPAA/GDPR-safe synthetic data.

🎯 Conversational/agentic training data, HIPAA/GDPR-safe
✓ Free trial available
Learn More Visit
Synthetic Data Vault (SDV)
Open source Open Source Open_source

Open-source baseline library for tabular data generation.

🎯 Open-source baseline for tabular data generation
✓ Free trial available
Learn More Visit
Mockaroo
Freemium

Quick schema-based test data generator.

🎯 Quick schema-based test data, lightweight prototyping
✓ Free trial available
Learn More Visit
Faker
Open source Open Source Open_source

Open-source library for simple structured fake data.

🎯 Developers needing simple fake data without a platform
✓ Free trial available
Learn More Visit
Datomize
Contact

"Data twins" generated from complex banking database schemas.

🎯 Banking customer data, complex schema replication
Learn More Visit
Delphix
Contact

Combines data masking with synthetic data for regulated industries.

🎯 Regulated industries needing masking + synthetic data
Learn More Visit
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