AI Synthetic Data Tools Market in 2026: Consolidation, Churn, and Top Platforms Ranked
The article analyzes the synthetic data tools market in 2026, highlighting that AI companies are running out of real training data, driving consolidation in the sector. Key events include NVIDIA's nine-figure acquisition of Gretel AI in March 2025, Scale AI reaching $2 billion in annual revenue, and Gartner's prediction that 75% of enterprises would use synthetic data by 2026 proving accurate. The market has seen significant churn, with Mostly AI ceasing operations in March 2026 and Gretel's standalone product ending after NVIDIA absorbed its team. The article ranks top synthetic data tools including open source SDV, Tonic.ai Fabricate, and K2view by price, quality, and use case.
Key quotes
AI companies are running out of real data. That's not a hypothesis - it's the practical reality driving a wave of acquisition and consolidation in synthetic data.
NVIDIA paid a nine-figure sum to absorb Gretel AI in March 2025.
Scale AI hit $2 billion in annual revenue largely on the back of data work.
Gartner's 2023 prediction that 75% of enterprises would use synthetic data by 2026 is tracking accurate.
Mostly AI ceased operations in March 2026.
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