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2025年全球及中国合成数据行业发展驱动因素、市场规模、投融资动态及未来趋势研判:大模型对高质量数据需求量日益增长,合成数据市场规模突破47亿元[图]
Chan Ye Xin Xi Wang· 2025-11-17 01:16
Core Insights - Synthetic data is generated through computer algorithms to simulate real-world data distributions and characteristics, addressing the growing demand for high-quality data in large model training while overcoming challenges related to data scarcity and quality [1][2][9] Group 1: Overview of Synthetic Data Industry - Synthetic data is created using various techniques, including LLMs, GANs, and statistical methods, often in a complementary manner to enhance data quality [2] - The global synthetic data market is expanding rapidly, with a projected growth from 1.18 billion yuan in 2021 to 4.76 billion yuan by 2025, reflecting a compound annual growth rate (CAGR) of 41.8% [9][10] Group 2: Market Dynamics and Penetration - North America and Europe have the highest penetration rates for synthetic data solutions, at 35%-40% and 25%-30% respectively, while China is experiencing the fastest growth with a penetration rate of approximately 20%-25% [11] - The Chinese synthetic data market is expected to exceed 700 million yuan in 2024, accounting for about 15% of the global market [13] Group 3: Investment and Financing Trends - Several synthetic data companies in China have secured funding since 2024, indicating early-stage development in the industry, with notable investments in angel and Pre-A rounds [14] - Key companies involved in synthetic data include Han Yi Co., Star Ring Technology, and others, highlighting a diverse ecosystem [2] Group 4: Future Trends and Projections - The synthetic data market is anticipated to maintain strong growth, with projections indicating a global market size exceeding 10 billion yuan by 2028 and over 20 billion yuan by 2030 [15][16] - Emerging technologies such as quantum computing and data twins are expected to revolutionize synthetic data generation, enhancing its realism, scalability, and efficiency [16]