Rise vGPU + ModelHub Elevate China’s AI into the Era of Heterogeneous Orchestration
HONG KONG SAR – Media OutReach Newswire – 15 June 2026 – Frost & Sullivan, a leading global growth consulting firm, has released its “2026 AI Infrastructure Orchestration Platform White Paper.” The report ranks Phancy Group’s Rise vGPU as a Tier 1 Leading Platform, marking the pinnacle of maturity in heterogeneous GPU orchestration. Furthermore, Phancy’s ModelHub achieved the highest Overall Score in evaluating enterprise-grade model management platforms. This decisive acknowledgment underscores Phancy’s technological excellence in heterogeneous AI infrastructure.
The white paper reveals that as large model applications grow rapidly, China’s AI landscape faces structural challenges linked to multi-chip integration. Significant issues include hardware diversity, fragmented software ecosystems, persistently low GPU utilization (often under 30%), and rising complexity in model adaptation, all of which present serious hurdles for enterprise-scale AI implementation.
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The report emphasizes a transformative evolution in AI infrastructure competitiveness — shifting from “single-chip performance” to “cluster-scale system coordination.” In this critical juncture, Phancy has emerged as a leader in advanced orchestration through its robust AI infrastructure platform, providing validated solutions to heterogeneous compute challenges and advancing China’s AI sector from “compute accumulation” to a new paradigm of “compute orchestration.”
Phancy Rise vGPU: A Tier 1 Leading Platform
In its assessment of mainstream AI infrastructure platforms, Frost & Sullivan defined Tier 1 criteria across three key dimensions: heterogeneous support, precise control, and production-grade execution. Phancy Rise vGPU meets all these criteria, earning its designation as a Tier 1 Leading Platform.
Rise vGPU transforms AI infrastructure from a fragmented, low-efficiency approach to a cohesive software-defined control plane. Its impressive technological advancements include:
- Comprehensive Heterogeneous Management: Unified onboarding and administration across over 10 top GPU/NPU vendors, such as NVIDIA, Ascend, Cambricon, Hygon, and others.
- Ultra-Fine Resource Partitioning: Leading the industry with sub-GPU level computing and MB-level memory granularity slicing.
- Significant Utilization Enhancement: Utilizing safe oversubscription and time/space multiplexing to elevate GPU utilization from industry averages below 30% to 70%-90%.
- Smart Precision Scheduling: Multi-dimensional scheduling algorithms factoring in priority, topology, load, and resource awareness to ensure optimal compute allocation.
- Production-Grade SLA Assurance: The Deterministic Execution Layer guarantees assured and verifiable SLA commitments for critical inference workloads.
- Complete Lifecycle Operability: Comprehensive monitoring, metering, and cost allocation capabilities converting GPU resources into fully functional digital assets.
Model Hub: Leading Overall Score in Model Management Platform Evaluation
Beyond compute orchestration, the report highlights the essential role of enterprise-grade model management platforms. Serving as a strong complement to Rise vGPU, Phancy ModelHub enables enterprises to build a complete full-stack AI infrastructure — integrating compute, model management, resource scheduling, and business delivery.
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The white paper underscores that Phancy ModelHub excels in crucial areas such as Model & Chip Compatibility, Execution Stability & Performance, and Model-GPU Coordination & Scheduling, achieving the highest Overall Score. Through its integrated model management and execution platform, ModelHub streamlines model onboarding, deployment optimization, inference services, and version governance, significantly lowering deployment barriers and accelerating AI innovation.
Dr. Dai Wenyuan, Founder & CEO of Phancy, remarked: “The Frost & Sullivan white paper accurately captures a pivotal moment in AI infrastructure growth. The recognition of Rise vGPU as a Tier 1 Leading Platform and ModelHub’s top Overall Score provides important authoritative validation of Phancy’s technology strategy and product excellence. As a full-stack AI cloud service platform, Phancy believes the upcoming wave of competitiveness in the AI industry will stem from systematic improvements in compute orchestration efficiency. We are committed to enhancing unified heterogeneous compute scheduling and model ecosystem operations in collaboration with our customers and industry partners to elevate China’s AI sector from ‘compute accumulation’ to a true ‘compute orchestration’ era.”
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The issuer is solely responsible for the content of this announcement.
About Phancy Group
Phancy Group (6682.HK) stands as a premier full-stack AI cloud services platform, offering extensive solutions for the AI 2.0 era. Our products include Rise vGPU, ModelHub, and SageAIOS, delivering efficient and scalable AI infrastructure with end-to-end capabilities. We provide a comprehensive solution from managing and optimizing heterogeneous compute resources to deploying intelligent agent models. These solutions facilitate digital transformation across various industries, aligning with our vision of creating a large-scale and efficient “Token Factory.”
Driven by the mission of “AI for Everyone” and dubbed the “Navigator of AI,” Phancy Group is committed to becoming a global leader in Artificial General Intelligence.
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