Evaluation Center/Enterprise Innovation Capability Assessment

Enterprise Innovation Capability Assessment

AI Enterprise Innovation Investment and Output Assessment

Evaluation Target

Average Score

71.5

Highest Score

93.8

Average Gain

+4.1

New This Round

Alibaba Cloud

Tongyi Qianwen Series and Apsara System

93.8+2.5

R&D investment exceeds 15%Feitian System Continuously EvolvesVibrant open-source model ecosystem

Hua

Huawei

Ascend AI and Pangu Large Models

91.2+3

Ascend chip self-developed breakthroughPangu Large Model Industry DeploymentGlobal patent leadership

Hundred

Baidu

ERNIE Large Model and Kunlun Chip

89.5+1.8

AI R&D investment continues to growKunlun chip mass production breakthroughApollo Open Source Ecosystem

Full Ranking

Alibaba Cloud

Large Language Model

Tongyi Qianwen Series and Apsara System

R&D investment exceeds 15%Feitian System continuously iterates

93.8

+2.5

Hua

Huawei

AI Infrastructure

Ascend AI and Pangu Large Models

Ascend chip breakthrough in self-developed innovationPangu Large Model Industry Deployment

91.2

hundred

Baidu

Large Language Model

ERNIE Large Models and Kunlun Chips

Continued growth in AI R&D investmentKunlun Chip Mass Production Breakthrough

89.5

+1.8

Sci

iFLYTEK

Voice AI

Spark Large Model and Speech Technology

Voice technology continues to leadRapid iteration of Spark Large Language Models

86.0

+2.2

Business

SenseTime

Computer Vision

Ri Ri Xin Large Model Series

SenseCore Large-Scale DeviceRi Ri Xin model continues to upgrade

83.5

+3.5

Smart

Zhipu Huaizhang

Large Language Model

GLM Open-Source Model Series

GLM Series Continuously Open SourceCodeGeeX: Innovating Programming

80.8

+4.8

Deep

DeepSeek

Large Language Model

DeepSeek open-source models

Open-source strategy leads the industrySignificantly reduced inference costs

78.2

+6.5

Month

Moonshot AI

AI Applications

Kimi Long Context Technology

Breakthrough in Long-Text Processing TechnologyRapid product innovation

75.6

Average Dimension Score

Rating Dimensions and Weights

R&D Intensity25%

R&D spending as a percentage of revenue and investment scale

Patent Quality and Quantity20%

Core patent count, quality, and international portfolio

Technical Breakthrough Capability20%

Original technological breakthroughs and key contributions

Commercialization of Innovations15%

Efficiency of Commercializing Technical Achievements

Open Innovation Ecosystem10%

Industry-Academia Collaboration, Open Source Contributions, and Ecosystem Building

Innovation Culture and Mechanisms10%

Incentive mechanisms and a culture of tolerance for failure

Other Review Categories

Enterprise Reviews

AI Enterprise Comprehensive Capability Assessment

Product Reviews

AI Product Maturity Assessment

Project Evaluation

Innovation Project Potential Assessment

Institution Review

Investment Firm Influence Ranking

Influencer Impact

AI Leadership Impact Assessment

AI Product Maturity Assessment

Comprehensive Review of AI Product Features, Stability, and User Experience

AI Project Feasibility Assessment

Technical Feasibility and Commercial Potential Assessment for AI Innovation Projects

Solution Provider Capability Assessment

Evaluating AI Solution Providers: Expertise and Delivery Quality

Human-Machine Collaboration and Organizational Evolution Evaluation

Assessment of Enterprise AI Adoption Depth and Human-Machine Collaboration Levels

Selection of Outstanding AI Application Cases

Selection and Showcase of Outstanding AI Application Implementation Cases

Appeal Evaluation, Report Errors, and Review

Dispute Resolution for Evaluation Results, Data Correction, and Review Mechanism