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Hardware

Trending Top 5

Network2026-08-04

Our Servers Catch Burglars Every Day — TREEWALL Field Test Report

Hardware2026-07-05

NVMe Storage Benchmark: Optane to HDD — 20 Devices Compared with fio

AI2026-07-02

Local AI Video Generation with ComfyUI + Wan 2.2 — An RTX PRO 6000 96GB Build Log

AI2026-07-02

Structuring Unstructured Documents with an LLM — Measured Accuracy on a 19-Item Menu

Network2026-06-13

Guarding the Front Door of Your Network — TREEWALL, an AI Security Gateway

NVMe Storage Benchmark: Optane to HDD — 20 Devices Compared with fio

20 storage devices benchmarked with fio. Optane 905P delivers 3.8x the QD1 IOPS of the best NAND drive at just 11μs latency — the numbers that actually matter for AI workloads.

#NVMe#SSD Benchmark#Optane#fio

Hardware2026-02-23

RTX 5060 Ti vs RTX PRO 6000 — 11x Price Gap, How Much Performance?

At $450, the RTX 5060 Ti delivers 35% of the RTX PRO 6000's performance. Combined, they boost throughput by 70% for just 9% additional cost.

#RTX 5060 Ti#RTX PRO 6000#GPU comparison#cost-performance

Hardware2026-02-21

RTX 5060 Ti Local AI Benchmark — What Can a $450 GPU Actually Do?

The RTX 5060 Ti runs 8B models at 76 tok/s and handles 30 concurrent users with zero errors. Here is the complete benchmark at $450.

#RTX 5060 Ti#GPU benchmark#local AI#SGLang

Hardware2026-02-16

RTX 5090 vs RTX PRO 6000 — AI Inference Benchmark Comparison

32GB vs 96GB VRAM — at 32B models the RTX 5090 matches the PRO 6000. But for 70B+ parameter models, only the PRO 6000 can load them.

#RTX 5090#RTX PRO 6000#AI benchmark#LLM inference

Hardware2026-02-12

GPU 24/7 Long-Term Monitoring — 13 Days of Real Data

3,667 data points over 13 days reveal GPU long-term operation patterns: temperature, power consumption, and VRAM usage under real AI serving workloads.

#GPU monitoring#long-term operation#RTX PRO 6000#thermal management

Hardware2026-02-10

GPU Power Limit vs AI Performance — Undervolting and Watt Limit Real Data

How much performance do you lose when limiting GPU power? RTX 5090 undervolting and RTX PRO 6000 watt limit benchmarks with concurrent load testing.

#GPU power limit#undervolting#RTX PRO 6000#RTX 5090

Hardware2026-02-03

Disabling CPU Turbo Boost for Server Stability

Disabling turbo boost on always-on servers reduces temperature by up to 37°C and cuts p99 latency by 42%. Here's how with real benchmark data.

#CPU turbo boost#server stability#Linux power management#thermal management

Hardware2026-01-13

Hardware2026-01-09

RTX Pro 6000 Local LLM Benchmark — 6 Models, 360 Questions, Complete Ranking

We benchmarked 6 local LLMs on an RTX Pro 6000 across 360 questions in 7 business scenarios. Qwen3-14B takes #1 at 3.86/5 with the best speed-quality balance. Full rankings and hallucination test results.