Infinigence
Infinigence (无问芯穹) is a Beijing-based AI infrastructure company founded in 2023 that provides an Agentic MaaS Platform using prefill-decode separation to deliver cost-efficient inference for AI model developers and AI agent operators in China.
- Company typePrivate
- Founded2023
- HeadquartersBeijing, China
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Infinigence does
Infinigence (无问芯穹) is a Beijing-based AI infrastructure company founded in 2023, affiliated with Tsinghua University's Department of Electronic Engineering. It provides AGI computing power solutions centered on large model energy efficiency optimization. Its core product, the Agentic MaaS Platform, operates as a neutral infrastructure layer between chip manufacturers and AI model developers, enabling AI inference workloads with prefill-decode separation technology that delivers a stated 5-10x cost-performance improvement. The platform also facilitates deployment of AI models on domestic Chinese chips, addressing hardware compatibility constraints in the Chinese AI ecosystem.
The company runs an API-first, token-based revenue model, generating income from token consumption on its inference platform. Its primary customer segments are enterprise AI agent operators and AI model developers seeking scalable, cost-efficient inference infrastructure. The company is headquartered in Beijing with 51-100 employees and has raised approximately $244 million across four funding rounds since December 2023, with backers including Legend Capital, Qiming Venture Partners, Shunwei Capital, Xiaomi, Shanghai Guotou, and Alibaba Entrepreneurs Fund.
Token call volume grew over 20x from December 2025 to April 2026 and doubled roughly every two weeks since late January 2026, indicating rapid adoption of the platform's inference services. Infinigence operates exclusively in China, with no disclosed international expansion.
Infinigence firmographics
Firmographics- Name
- Infinigence
- Legal name
- Infinigence
- Website
- https://cloud.infini-ai.com
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Infinigence (无问芯穹) is a Beijing-based AI infrastructure company founded in 2023 that provides an Agentic MaaS Platform using prefill-decode separation to deliver cost-efficient inference for AI model developers and AI agent operators in China.
- Ownership category
- akta.pro rank
Infinigence industry classification
Industry- Product category
- AI Inference Infrastructure
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computer Systems Design and Related Services (5415)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)
- akta.pro secondary industries
- Model Deployment, Serving & Inference Platforms (HDAAABAF), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers) (HDAAAAAI)
Keywords
Where Infinigence is headquartered
LocationHeadquarters
- HQ city
- Beijing
- HQ country
- China
- HQ region
- Asia
Offices1 record
Markets served
Infinigence business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Infrastructure, Personnel, Operations, Marketing or Sales
Revenue model
- AI Inference Compute (Token-Based): Revenue is generated through token-based API usage on the Agentic MaaS platform. The company acts as a neutral 'token factory', providing AI inference compute services to model developers and enterprise customers. Token consumption has shown explosive growth with 20x volume increase over four months, and the broader market saw 15x token revenue growth for major providers since early 2026. The model is usage-based with consumption scaling with enterprise AI agent adoption.
Go-to-market motion2 records
Distribution channels1 record
Marketing channels1 record
Infinigence product offering
Product offeringCore offering
Infinigence operates an Agentic MaaS (Model-as-a-Service) platform that provides scalable AI inference compute infrastructure for AI agents and enterprise workloads. The platform functions as a neutral 'token factory' middleware between chip manufacturers and model developers, leveraging prefill-decode separation technology to achieve 5-10x cost-performance improvements while enabling AI model deployment on heterogeneous hardware, including domestic Chinese chips.
Product overview
Infinigence is an AI infrastructure company affiliated with Tsinghua University's Department of Electronic Engineering, offering a single core product—the Agentic MaaS Platform—that positions itself as a neutral infrastructure layer between chip manufacturers and AI model developers. The platform facilitates AI inference compute workloads and token generation services, leveraging prefill-decode separation technology to deliver 5-10x cost-performance improvements while providing a deployment pathway for domestic Chinese chips.
Differentiator
Problem solved
Functional benefit
Products and services
- Agentic MaaS Platform
Quantifiable outcome
- 20x token call volume growth from December 2025 to April 2026
- +2 more outcomes
Companies that use Infinigence
Customer profileSegments2 records
Ideal customer profiles2 records
Infinigence technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature3 records
Infinigence partnerships and signals
Strategic signalScale indicators5 records
Recent moves5 records
Expansion highlights4 records
Infinigence competitors and assessment
Company assessmentDirect peers
- Replicate: Replicate provides a cloud API for running and deploying machine learning models, emphasizing simple API-based access to inference infrastructure. It serves the same developer- and enterprise-customer base seeking scalable, on-demand AI inference as Infinigence's Agentic MaaS platform.
- Anyscale: Anyscale provides AI infrastructure built on Ray for distributed model training and serving, targeting enterprise AI workloads with cost and performance optimization. Its serving and inference capabilities directly overlap with Infinigence's positioning as an enterprise AI compute platform.
- SiliconFlow (硅基流动): SiliconFlow is a Chinese AI inference infrastructure startup offering model serving and inference optimization across heterogeneous hardware including domestic Chinese chips. It competes directly with Infinigence's Agentic MaaS platform in the same 'token factory' positioning for Chinese AI model developers and enterprise customers.
- Fireworks AI: Fireworks AI is a global AI inference platform specializing in fast, cost-efficient model serving and deployment, with proprietary optimization techniques similar to Infinigence's prefill-decode separation. It serves the same customer base of model developers and enterprise AI builders seeking production-grade inference infrastructure.
- Modal Labs: Modal Labs provides serverless cloud infrastructure for AI inference and compute workloads, with developer-friendly APIs and a focus on scalable model serving. Its API-first, usage-based model mirrors Infinigence's Agentic MaaS approach for AI model deployment and inference.
- Together AI: Together AI operates a cloud platform for training, fine-tuning, and serving open-source AI models, with significant focus on inference optimization and cost-efficient deployment. It overlaps with Infinigence in providing scalable inference infrastructure to AI developers and enterprises, though serving global rather than Chinese markets.
Broad incumbents
- Baidu AI Cloud (Qianfan): Baidu AI Cloud offers the Qianfan model platform and broader AI infrastructure including inference services to enterprise and developer customers in China. It is a broad incumbent competing with Infinigence for the same Chinese AI inference workloads, with the added dimension of Baidu being an investor in the company.
- Tencent Cloud: Tencent Cloud provides AI infrastructure services including model serving and inference for enterprise customers in China. As a broad hyperscale incumbent, it competes with Infinigence for enterprise AI agent workloads while offering a much wider portfolio of services.
- Alibaba Cloud (Model Studio / PAI): Alibaba Cloud is a hyperscale cloud provider offering Model Studio (Bailian) and PAI for AI training and inference at massive scale. While serving a broader portfolio, its inference capabilities compete directly with Infinigence for Chinese enterprise AI customers and the same underlying compute workloads.
- Volcano Engine (ByteDance): Volcano Engine is ByteDance's cloud and AI platform offering model serving, inference infrastructure, and AI development services to enterprise customers. It competes with Infinigence in the Chinese enterprise AI infrastructure market while leveraging ByteDance's internal AI scale and capabilities.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Infinigence social profiles
Digital presenceInfinigence financial estimates
Financial estimateRevenue estimate
Valuation estimate
Infinigence leadership team
Management profileNumber of profiles
Infinigence funding detail
Funding detailFunding overview
Funding rounds4 records
Investors43 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Infinigence M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Infinigence
What does Infinigence do?
Infinigence operates an Agentic MaaS (Model-as-a-Service) platform that provides scalable AI inference compute infrastructure for AI agents and enterprise workloads. The platform functions as a neutral 'token factory' middleware between chip manufacturers and model developers, leveraging prefill-decode separation technology to achieve 5-10x cost-performance improvements while enabling AI model deployment on heterogeneous hardware, including domestic Chinese chips.
Is Infinigence a public or private company?
Infinigence is a private company. It is classified as venture growth investor backed and is currently operating.
When was Infinigence founded?
Infinigence was founded in 2023. It employs 51 to 100 people.
Where is Infinigence based?
Infinigence is headquartered in Beijing, China, in the Asia region.
How does Infinigence make money?
One revenue line is on record: AI Inference Compute (Token-Based).
Who are Infinigence's main competitors?
Direct peers on record are Replicate, Anyscale, SiliconFlow (硅基流动), Fireworks AI, Modal Labs and Together AI. Broad incumbents are Baidu AI Cloud (Qianfan), Tencent Cloud, Alibaba Cloud (Model Studio / PAI) and Volcano Engine (ByteDance).
Does Infinigence have an API?
No public API is recorded for Infinigence.
What industry is Infinigence in?
Infinigence's product category is AI Inference Infrastructure. Its primary akta.pro industry code is HDAEANAC, Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem), with a secondary code of HDAAABAF, Model Deployment, Serving & Inference Platforms. Its NAICS code is 51821 and its SIC code is 7372.