AI Inference

2026 AI Server Outlook: CSP Rack Power Scales Up | TrendForce

2026 AI Server Outlook: CSP Rack Power Scales Up

May 14, 2026 | PDF

AI server demand surges on hyperscale and inference workloads, lifting CSP rack-scale buildout amid grid constraints.

DRAM Market Bulletin - May 13, 2026 | TrendForce

DRAM Market Bulletin - May 13, 2026

May 13, 2026 | PDF

Mobile DRAM contract hikes slowed due to costs, yet server demand stabilized overall prices; spot prices rose. Diverse AI applications boost demand across all server DRAM capacities. High-capacity lea...

DeepSeek-V4: China's AI Hardware-Software Co-Design Strategy | TrendForce

DeepSeek-V4: China's AI Hardware-Software Co-Design Strategy

May 08, 2026 | PDF

As technical iteration narrows the capability gap between models, Chinese open-source models are expanding their global presence by compensating weaker hardware with software optimization and scale. U...

2Q26 Server Market Report | TrendForce

2Q26 Server Market Report

Apr 29, 2026 | PDF

Global Server Market – Trends and Outlook for 2Q26

Enterprise SSD Contract Price 2Q26 | TrendForce

Enterprise SSD Contract Price 2Q26

Apr 24, 2026 | PDF

Driven by the demand for both AI and general-purpose servers, enterprise SSDs are facing a severe supply-demand gap, leading to continuous surges in contract prices. Meanwhile, to address the pain poi...

Crossing AI Memory Wall: Storage Layer Reallocation and HBF Analysis | TrendForce

Crossing AI Memory Wall: Storage Layer Reallocation and HBF Analysis

Apr 23, 2026 | PDF

In AI inference, MoE architectures and long-context processing have sharply increased memory-capacity requirements for model weights and KV cache, shifting the bottleneck from insufficient compute to...

DRAM Market Bulletin - Apr. 1, 2026 | TrendForce

DRAM Market Bulletin - Apr. 1, 2026

Apr 01, 2026 | PDF

Tight supply drastically boosts memory contract prices, though spot markets stall. Meanwhile, novel AI inference processors demand massive server memory, fundamentally driving strong future market gro...

DRAM Industry Analysis-1Q26 | TrendForce

DRAM Industry Analysis-1Q26

Mar 05, 2026 | PDF

In 4Q25, DRAM revenue surged due to AI-driven demand and soaring contract prices. Inventory depletion and prioritization of AI caused severe shortages, boosting profitability. For 1Q26, despite season...

4Q25 Revenue Ranking among Enterprise SSD Suppliers | TrendForce

4Q25 Revenue Ranking among Enterprise SSD Suppliers

Feb 25, 2026 | PDF

Driven by the proliferation of inference applications and the recovery in general server demand, the market is undergoing a structural transformation. Demand for high-capacity storage solutions is exh...

1Q26 Server Market Report | TrendForce

1Q26 Server Market Report

Feb 04, 2026 | PDF

Global Server Market – Trends and Outlook for 1Q26

CSP CapEx Fuels 12.8% Server Growth: 2026 Forecast | TrendForce

CSP CapEx Fuels 12.8% Server Growth: 2026 Forecast

Dec 18, 2025 | PDF

CSP AI investment fuels robust server growth.

3Q25 Revenue Ranking among Enterprise SSD Suppliers | TrendForce

3Q25 Revenue Ranking among Enterprise SSD Suppliers

Nov 21, 2025 | PDF

The Enterprise SSD market saw a strong 3Q25 recovery, with prices and volumes rising due to AI inference and server build-out. Cautious supply combined with explosive demand for ultra-large capacity p...

DRAM Market Bulletin - Nov. 12, 2025 | TrendForce

DRAM Market Bulletin - Nov. 12, 2025

Nov 12, 2025 | PDF

The DRAM market is experiencing a significant price surge driven by robust demand from Cloud Service Providers and AI applications, coupled with tight supply. Both contract and spot prices are rising...

DRAM Market Bulletin - Oct. 15, 2025 | TrendForce

DRAM Market Bulletin - Oct. 15, 2025

Oct 15, 2025 | PDF

Contract DRAM prices are expected to surge significantly, with Micron leading. Spot market sellers are holding back due to strong outlook, causing DDR4 scarcity and DDR5 price hikes. AI's evo...

High-Capacity SSDs Emerge: AI Storage Solutions & NAND Flash | TrendForce

High-Capacity SSDs Emerge: AI Storage Solutions & NAND Flash

Sep 18, 2025 | PDF

TrendForce notes surging AI inference drives high-capacity storage demand. HDD shortage pushes CSPs to Nearline SSDs. NAND Flash vendors accelerate QLC validation & expansion. Future sees...

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