According to recent intelligence, International Data Corporation (IDC) has released two authoritative reports:

In "China AI Software 2024 Market Share: Agents are the Future" (IDC #CHC53138725), FOURTH PARADIGM (06682) secured the top position in China's machine learning platform market share for 2024. This marks the company's seventh consecutive year holding this distinction, demonstrating its sustained expansion of technological leadership and market competitiveness since first taking the lead in 2018, further consolidating its industry-leading position.

In "China Large Model Development Platform 2025 Vendor Assessment" (IDC #CHC52999725), FOURTH PARADIGM is positioned in the leader category alongside prominent vendors such as Baidu, Alibaba, and SenseTime, collectively driving technological advancement at the forefront.

**Core Drivers of Sustained Leadership**

FOURTH PARADIGM's continued dominance in China's machine learning platform market stems from three fundamental capabilities:

1. **Platform-based Product Strategy**: Through standardized AI development platforms that lower technical application barriers, the company achieves complete closed-loop processes from model development to deployment and operations, significantly enhancing enterprise AI scalability and implementation efficiency.

2. **Cross-industry Deep Enablement**: Comprehensive solution libraries spanning finance, energy, manufacturing, retail, and numerous other sectors, forming a reusable industry know-how system.

3. **Customer Value Loop**: Serving over 161 Fortune Global 500 companies and industry leaders, leveraging AI to enhance core competitiveness while building a "implementation-validation-upgrade" value enhancement flywheel.

**Technical Breakthroughs and Ecosystem Development**

The inclusion in the large model development platform leader quadrant highlights three key advantages:

**Product Software**: Supporting comprehensive lifecycle management of large models with "Dev+Serve integration enabling complete closed-loop from data management, training optimization, and performance evaluation to deployment, launch, and service monitoring." The platform supports custom evaluation set construction based on business scenarios, with visualized model evaluation results and automatic comparison capabilities.

**Hardware Layer**: Based on proprietary large model inference framework SLXLLM and inference acceleration cards SLX, utilizing multi-task sharing and processing optimization technologies to achieve 10x inference performance improvement.

**Domestic Software and Hardware Deep Adaptation**: Supporting 20+ trusted computing chips and computing environments including Huawei Ascend, Cambricon, Hygon, MooreThreads, and Enflame, adapting to domestic cloud-native and trusted computing requirements.

Simultaneously, the company continues investing in integrated software-hardware optimization, considering the complete AI lifecycle and deeply optimizing computing, storage, networking, and scheduling resources based on AI workload requirements to achieve superior performance.

Through efficient resource management and scheduling, combined with virtual GPU (vGPU) and lightweight Kubernetes (K8S) technologies, the platform significantly improves utilization rates of expensive computing resources like GPUs. This technology enables enterprises to achieve higher computational efficiency at lower costs, reducing IT infrastructure expenses while ensuring maximum utilization of computing resources.

**Industry Benchmark Practices**

Throughout the development and iteration of both machine learning platforms and large model development platforms, FOURTH PARADIGM consistently maintains deep industry scenario engagement, focusing on delivering tangible efficiency improvements for enterprises:

• Achieved 316% improvement in financial anti-fraud accuracy for a leading bank • Assisted manufacturing industries in creating 3D parts management systems, reducing parts lifecycle costs by hundreds of millions • Customized production-sales coordination solutions for retail enterprises, achieving 40% improvement in inventory turnover rates • Contributed to the energy sector by effectively improving chemical price prediction accuracy to 98%

Referenced data sources: "China AI Software 2024 Market Share: Agents are the Future" and "China Large Model Development Platform 2025 Vendor Assessment"