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2026 NVIDIA AI Outlook: From GPU to LPU Racks & Inference | TrendForce

2026 NVIDIA AI Outlook: From GPU to LPU Racks & Inference

Mar 17, 2026 | PDF

NVIDIA expands its AI factory via integrated GPU, CPU, and LPU racks for training and inference, securing its market lead.

Google TPU: Balancing AI Compute Performance and Cost Efficiency | TrendForce

Google TPU: Balancing AI Compute Performance and Cost Efficiency

Mar 11, 2026 | PDF

AI chips represent the core cost component of computing infrastructure. Recently, reports that Google’s TPU has been adopted by several leading companies have drawn attention to the possibility of mor...

Server Market Bulletin - Mar. 5, 2026 | TrendForce

Server Market Bulletin - Mar. 5, 2026

Mar 05, 2026 | PDF

North American CSP CAPEX expansion drives dual demand for NVIDIA and custom chips. ODMs like Foxconn benefit from rack solutions and are expanding US/Mexico production. Power leaders Delta and LiteOn...

MLCC Market Outlook 4Q25~1Q26 | TrendForce

MLCC Market Outlook 4Q25~1Q26

Feb 26, 2026 | PDF

The MLCC market in the fourth quarter shows polarization in shipments, with Japanese and Korean suppliers benefiting from strong AI infrastructure orders and growth, while Taiwanese and Chinese suppli...

Server Market Bulletin - Feb. 5, 2026 | TrendForce

Server Market Bulletin - Feb. 5, 2026

Feb 05, 2026 | PDF

Looking ahead to 2026, major global CSPs are significantly increasing capital expenditures on AI infrastructure, focusing on high-density GPU racks and self-developed ASICs to optimize costs. North Am...

1Q26 Server Market Report | TrendForce

1Q26 Server Market Report

Feb 04, 2026 | PDF

Global Server Market – Trends and Outlook for 1Q26

2026 Global AI Server Market and Supply Chain Trends | TrendForce

2026 Global AI Server Market and Supply Chain Trends

Jan 30, 2026 | PDF

NVIDIA and CSPs drive sustained AI growth through aggressive investment in GPUs, ASICs, and rack-scale infrastructure. Geopolitics reinforce ecosystem trends, benefiting supply chains. Surging AI work...

Server Market Bulletin - Jan. 22, 2026 | TrendForce

Server Market Bulletin - Jan. 22, 2026

Jan 22, 2026 | PDF

In 2026, benefiting from strong capital expenditure by North American CSPs, AI server shipments and revenue share are expected to rise significantly, driving supply chain expansion and the development...

Trends to Watch 2026: Agentic AI and Real-time Inference | TrendForce

Trends to Watch 2026: Agentic AI and Real-time Inference

Jan 13, 2026 | PDF

Despite market headwinds, strategic pivots and supply chain optimization successfully offset revenue pressure. Cost controls significantly improved margins. With continued R&D investment strengthening...

Server Market Bulletin - Jan. 8, 2026 | TrendForce

Server Market Bulletin - Jan. 8, 2026

Jan 08, 2026 | PDF

Driven by strong demand from US and China CSPs, 2026 AI server shipments will surge. Key drivers include NVIDIA and Google's ASICs, accelerating liquid cooling adoption. While general server refresh c...

2026 Outlook: NVIDIA Strategy & China AI Autonomy | TrendForce

2026 Outlook: NVIDIA Strategy & China AI Autonomy

Jan 06, 2026 | PDF

NVIDIA's H200 supply upside is limited by tight advanced packaging and memory capacity prioritized for new platforms. While targeting the Chinese market, geopolitical risks are driving China...

AI Server Industry Analysis-4Q25 | TrendForce

AI Server Industry Analysis-4Q25

Jan 02, 2026 | PDF

Driven by expanding CSP capital expenditures, AI server demand remains robust. Liquid cooling adoption accelerates as the high-end standard. Strong demand pushes HBM3e prices up amid tight supply, whi...

Server Market Bulletin - Dec. 26, 2025 | TrendForce

Server Market Bulletin - Dec. 26, 2025

Dec 26, 2025 | PDF

Looking to 2026, sustained AI infrastructure build-outs will drive server demand. High CAPEX from North American CSPs supports NVIDIA's new platforms and ASICs. While Tier-2 risks exist, robust m...

TPU vs GPU Comparison: 2025 AI Accelerator Market Shockwave Outlook | TrendForce

TPU vs GPU Comparison: 2025 AI Accelerator Market Shockwave Outlook

Dec 16, 2025 | PDF

The global AI hardware market continues to expand, driven by increasing CSP capital expenditures and accelerated procurement of advanced computing resources. In response, companies are partnering with...

Server Market Bulletin - Dec. 11, 2025 | TrendForce

Server Market Bulletin - Dec. 11, 2025

Dec 11, 2025 | PDF

The global server market is expanding, driven by robust AI infrastructure investments from CSPs and a general server replacement cycle. Major tech giants like Alibaba, Oracle, and Google are increasin...

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