CentML
Founded Year
2022Stage
Acquired | AcquiredTotal Raised
$30.5MValuation
$0000About CentML
CentML offers an optimization platform for ML training. It focuses on artificial intelligence and machine learning in the technology sector. The company offers an optimization platform for machine-learning training, which allows users to train and deploy own machine-learning models. CentML was founded in 2022 and is based in Toronto, Canada. In June 2025, CentML was acquired by NVIDIA.
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ESPs containing CentML
The ESP matrix leverages data and analyst insight to identify and rank leading companies in a given technology landscape.
The hardware-aware AI optimization market provides software solutions that optimize AI algorithms and models to run efficiently on available hardware, such as GPUs and CPUs. These solutions also allow enterprises to compress neural networks to run on edge devices or on-prem servers. With optimization tools, businesses can speed up AI deployments, reduce prediction latency, and improve model perfor…
CentML named as Highflier among 9 other companies, including Edge Impulse, Run:ai, and Nota AI.
CentML's Products & Differentiators
CentML Inference Platform
The CentML Inference Platform is a a secure, full stack solution for AI development and deployment. Users can deploy any open-source model on their cloud provider of choice (or on-prem hardware) and affordably scale usage with our performance optimizations.
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Research containing CentML
Get data-driven expert analysis from the CB Insights Intelligence Unit.
CB Insights Intelligence Analysts have mentioned CentML in 4 CB Insights research briefs, most recently on Jul 31, 2025.
Expert Collections containing CentML
Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces.
CentML is included in 3 Expert Collections, including Artificial Intelligence.
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Latest CentML News
Jul 31, 2025
95后青岛AI博士把公司30亿卖给英伟达黄仁勋 CentML由“95后”华人博士王尚（右一）与其导师纳季·佩基门科教授（右二）共同创立，这一交易不仅体现出AI技术的巨大市场价值，更揭示了全球科技巨头对顶尖AI人才的迫切渴求。 随着生成式AI、算力基础设施和模型优化技术的飞跃发展，年轻一代科研人员正成为引领技术突破的中坚力量。王尚的快速崛起，正是这一趋势的缩影。Meta首席执行官马克·扎克伯格甚至曾明确将“30岁以下的AI专家”列入其重点猎才名单，反映出年轻AI精英在当代科技叙事中所扮演的关键角色。这不仅关乎技术，更关乎未来创新主导权的归属。 CentML的收购案背后，也体现出一种深层次的战略逻辑：企业不再仅仅通过并购获取市场份额，而是直接锁定团队和人才本身，将其知识产权与研发能力内化为核心竞争力。在人工智能这样一个人才密集型行业，顶尖工程师和研究者的价值，有时甚至超越了传统意义上的资本或技术资产。 从青岛少年到硅谷战场 CentML的技术核心是Hidet编译器，一个专门为AI模型与底层硬件之间“翻译”而生的优化平台。它可以自动融合操作符、调整调度策略，并通过CUDA Graph技术释放GPU潜能。测试数据显示，Hidet最高可将AI推理速度提升至原有的8倍，大幅减少计算资源消耗。这项源于多伦多大学与AWS合作的研究成果，后来与PyTorch 2.0深度集成，成为AI基础设施优化的重要突破。 CentML在融资节奏上同样堪称范例：2023年3月完成350万美元Pre-seed轮融资，同年10月迅速获得2700万美元种子轮融资，估值一跃至1亿美元，英伟达就是主要投资者之一。短短一年间，CentML便从学术项目成长为估值亿级的明星初创企业，最终以超4亿美元高价被英伟达收购。值得注意的是，王尚曾在英伟达工作，又接受英伟达的早期投资，最终再度“回归”英伟达体系，这种“回旋镖式”的收购，正说明了科技巨头在全球范围内的前瞻性人才布局战略。 英伟达的“人才收割机” 这种“以才为本”的战略并非孤例。在过去一年，英伟达连续收购多家AI公司，几乎每一笔交易都与顶级AI人才直接相关。例如，收购Nexusflow的核心动因，是获得焦剑涛与朱邦华两位华人AI专家所领导的团队。Nexusflow虽然成立仅一年，却因推出自研大模型Athene-V2而迅速崭露头角。 同样被英伟达纳入麾下的LeptonAI，由“Caffe之父”、前阿里副总裁贾扬清创立，为其AI云解决方案和GPU调度系统提供关键技术支撑。此外，MIT著名学者韩松也被英伟达吸收，其“深度压缩”算法和模型量化研究，为英伟达的TensorRT-LLM系统提供了重要优化能力。 英伟达的收购清单远不止于此。
CentML Frequently Asked Questions (FAQ)
When was CentML founded?
CentML was founded in 2022.
Where is CentML's headquarters?
CentML's headquarters is located at 22 Adelaide Street West, Toronto.
What is CentML's latest funding round?
CentML's latest funding round is Acquired.
How much did CentML raise?
CentML raised a total of $30.5M.
Who are the investors of CentML?
Investors of CentML include NVIDIA, NVIDIA Inception Program, Radical Ventures, Thomson Reuters Ventures, Misha Bilenko and 4 more.
Who are CentML's competitors?
Competitors of CentML include Together AI and 6 more.
What products does CentML offer?
CentML's products include CentML Inference Platform and 2 more.
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Compare CentML to Competitors
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Xorbits provides Artificial Intelligence (AI) inference platforms within the technology sector. It offers products for resource allocation, model life-cycle management, and resource utilization strategies for AI models. It serves sectors that require inference services, including the technology industry and businesses using AI. It was founded in 2022 and is based in Hangzhou, China.
Positron develops hardware designed to accelerate generative AI systems within the AI technology sector. The company offers solutions for Transformer model inference. Positron's systems are compatible with various Transformer models and facilitate integration with the HuggingFace Transformers Library, as well as supporting an OpenAI API-compliant endpoint. It was founded in 2023 and is based in Reno, Nevada.
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