Synthetic Data Generation Platforms | Parse

Synthetic Data Generation Platforms in AI answers

Data as of Oct 18, 2026Based on 665 AI responsesReviewed by Dimitry Apollonsky

AI summary

MOSTLY AI holds a narrow lead over Gretel for synthetic tabular data generation with differential privacy and compliance controls. For anonymizing relational test databases and generating fake user activity, Tonic is the usual answer.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	MOSTLY AI 64% high-fidelity tabular data synthesis and enterprise GDPR compliance guarantees	high-fidelity tabular data synthesis and enterprise GDPR compliance guarantees	64%
2	Gretel 58% developer-focused, API-driven synthetic tabular and text generation workflows	developer-focused, API-driven synthetic tabular and text generation workflows	58%
3	Synthetic Data Vault (SDV)52% open-source Python models for synthesizing tabular and relational datasets	open-source Python models for synthesizing tabular and relational datasets	52%
4	Tonic · tonic.ai 45% mimicking complex production databases and generating fake PII for testing	mimicking complex production databases and generating fake PII for testing	45%
5	Tonic FabricateTonic product line 16% conversational data agents and chat-to-data interfaces for nested datasets	conversational data agents and chat-to-data interfaces for nested datasets	16%
6	Synthesis AI 12% photorealistic, labeled 3D image and video data for computer vision	photorealistic, labeled 3D image and video data for computer vision	12%
7	NVIDIA OmniverseNVIDIA product line 12% physically accurate 3D simulations for robotics and autonomous driving data	physically accurate 3D simulations for robotics and autonomous driving data	12%
8	Syntho 12% privacy-by-design synthetic data engines supporting longitudinal and time-series records	privacy-by-design synthetic data engines supporting longitudinal and time-series records	12%
9	Hazy 11% differential privacy-enabled synthetic structured data for enterprise financial deployments	differential privacy-enabled synthetic structured data for enterprise financial deployments	11%
10	YData 11% data profiling and synthetic time-series generation for machine learning pipelines	data profiling and synthetic time-series generation for machine learning pipelines	11%
11	CTGAN 10%		10%
12	NVIDIA 8%		8%
13	K2view 7%		7%
14	CARLA 7%		7%
15	NVIDIA Data Designer 6%		6%
16	NVIDIA NeMo Data DesignerNVIDIA product line 6%		6%
17	Parallel Domain 6%		6%
18	Applied Intuition 6%		6%
19	Rendered AI 5%		5%
20	Tonic StructuralTonic product line 5%		5%
21	SynthCity 5%		5%
22	DataCebo 4%		4%
23	OpenDP 4%		4%
24	Faker 4%		4%
25	YData SyntheticYData product line 4%		4%
26	Tonic TextualTonic product line 3%		3%
27	NVIDIA DRIVE SimNVIDIA product line 3%		3%
28	imbalanced-learn 3%		3%
29	Hugging Face 3%		3%
30	Foretellix 3%		3%
31	Gretel SyntheticsGretel product line 3%		3%
32	Mockaroo 3%		3%
33	TabDDPM 3%		3%
34	Fabricate 3%		3%
35	ARX Data Anonymization ToolDeidentifier product line 3%		3%
36	Tumult Labs 3%		3%
37	Presidio 3%		3%
38	BlueGen AI 2%		2%
39	Gretel NavigatorGretel product line 2%		2%
40	TimeGAN 2%		2%
41	OpenAI 2%		2%
42	CVEDIA 2%		2%
43	Cognata 2%		2%
44	SmartNoise 2%		2%
45	Anyverse 2%		2%
46	ADASYN 2%		2%
47	IBM 2%		2%
48	Synthetic Conversation Generation 2%		2%
49	National Institute of Standards and Technology (NIST)Owned by U.S. Department of Commerce 2%		2%
50	Synthesized 2%		2%
51	SDialog 2%		2%
52	DistilabelArgilla product line 2%		2%
53	Anonos 2%		2%
54	David Data 2%		2%
55	Sarus Technologies 2%		2%
56	Unity 2%		2%
57	FakerForge 1%		1%
58	GoogleOwned by Alphabet 1%		1%
59	Synthera Corporation 1%		1%
60	Microsoft 1%		1%
61	LangChain 1%		1%
62	IBM Differential Privacy Library 1%		1%
63	Betterdata 1%		1%
64	Skanalytix 1%		1%
65	AlpaSim 1%		1%
66	MDClone 1%		1%
67	sdcMicro 1%		1%
68	Simuletic 1%		1%
69	GeminiAlphabet product line 1%		1%
70	J.P. Morgan AI ResearchJPMorgan Chase product line 1%		1%
71	NVIDIA DRIVENVIDIA product line 1%		1%
72	Decentriq 1%		1%
73	STRUCTURAL 1%		1%
74	NVIDIA CosmosNVIDIA product line 1%		1%
75	SAS Data MakerSAS product line 1%		1%
76	IBM Watson Natural Language UnderstandingIBM product line 1%		1%
77	SyntheaMITRE Corporation product line 1%		1%
78	NVIDIA Inference (NVIDIA Inference Stack)NVIDIA product line 1%		1%
79	Openmined 1%		1%
80	Argilla 1%		1%
81	Seedfast 1%		1%
82	SeedBase 1%		1%
83	NVIDIA IsaacNVIDIA product line 1%		1%
84	IBM Synthetic Data SetsIBM product line 1%		1%
85	CopulasSynthetic Data Vault (SDV) product line 1%		1%
86	GenRocket 1%		1%
87	XGBoost 1%		1%
88	LightGBM 1%		1%
89	LangChain LangGraphLangChain product line 1%		1%
90	Tabularis 1%		1%
91	Future AGI 1%		1%
92	GaussianCopulaSynthesizer 1%		1%
93	ClaudeOwned by Anthropic 1%		1%
94	CrewAI 1%		1%
95	Tonic · github.com 1% mimicking complex production databases and generating fake PII for testing	mimicking complex production databases and generating fake PII for testing	1%
96	Neosync 1%		1%
97	Informatica 1%		1%
98	Langfuse 1%		1%
99	Data Monsters 1%		1%
100	Opacus 1%		1%

Recommendations by AI engine

ChatGPT SearchGoogle AI Mode

Widest split: Tonic, 38% on ChatGPT Search and 52% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
MOSTLY AI	61%	67%
Gretel	58%	58%
Synthetic Data Vault (SDV)	50%	53%
Tonic	38%	52%
Tonic Fabricate	11%	21%
Synthesis AI	6%	19%
NVIDIA Omniverse	12%	12%
Syntho	11%	13%
Hazy	6%	17%
YData	11%	11%

Synthetic Data Generation Platforms in AI answers

Most-mentioned brands

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