B200 vs H100 vs H200: What the Price Difference Actually Tells You About Your Workload

by Prithviraj Mahashabde — A team serving a 13B model moved from H100 to B200 expecting lower costs.

Medium·1d ago

Etched raises $300M at a $10.3B valuation on a bet that transformer-only chips will displace Nvidia at the inference layer

Startup Fortune·5d ago

GPU Servers Are the Newest Asset Class in Equipment Finance. Residual Assumptions Range from 10% to 60%.

AI data centers are driving a new wave of equipment financing, and NVIDIA GPU servers are at the center of it. These servers are more expensive than the data center real estate they’re installed in.

Monitordaily·Jul 23

Utho Cloud Plans 10,000 GPUs to Scale India's AI Infrastructure

Indian cloud provider Utho Cloud plans to deploy 10,000 GPUs over the next two years as it looks to expand AI computing infrastructure in India. The company said the deployment wi ...

Analytics India Magazine·Jul 21

General compute: Inference chips replace Nvidia GPUs as loan collateral in landmark $400M deal

Inference chip loan collateral crossed a threshold as General Compute closed a $400 million debt facility from Upper90 Capital Management, backed by SambaNova SN50 ASICs rather than Nvidia GPUs. The...

Tech Times on MSN·Jul 18

Gemma 4 Gets Stealth Update: H100 Speed Gains and Tool-Calling Fixes, No Version Bump

Tech Times·Jul 16

Jensen Huang Just Revealed Nvidia’s Real Endgame — And the Risk It Creates for U.S. AI Leadership

Jensen Huang is publicly championing open AI models, and his argument sounds principled until you follow the money to see exactly who profits when AI spreads to every corner of the globe, including...

24/7 Wall St.·6d ago

How To Build Your Own LLM Runtime From Scratch

by Anubhab Banerjee — If you have ever wanted to actually build an LLM inference runtime yourself — pack your own weights, own every barrier, capture your own CUDA graphs — this is what that journey looks like on an H100....

Towards Data Science·Jul 22

Compute Exchange opens secondary market for used Nvidia H100 and A100 GPUs

SiliconANGLE·Jul 17

Best 7 Decentralized GPU Marketplaces for Scaling AI Startups in 2026

While hyperscalers such as AWS, Microsoft Azure, and Google Cloud can afford enterprise-grade compute to scale, many AI startups opt for decentralized GPU ...

FinanceFeeds·Jul 15

Jensen Huang just revealed Nvidia’s real endgame — and the risk it creates for US AI leadership

Quick ReadJensen Huang's open-weight AI advocacy doubles as a business strategy, given that Nvidia profits from every model built regardless of which lab wins.Open-weight models shift GPU demand from...

24/7 Wall St. on MSN·6d ago

Coding Model setup for Engg Team

I was looking at setting up locally hosted models for coding for our Engg Team of 150 engineers. Continue reading on Medium »

Medium · Raghu Narayan Koratagere·Jul 22

Compute Exchange launches secondary GPU marketplace as H100 and A100 demand holds

The platform is moving beyond reserved compute capacity to connect institutional buyers with verified suppliers of pre-owned, refurbished and surplus Nvidia accelerators.

Yahoo Finance·Jul 17

Your H100 is idle 80% of the time, and your monitoring dashboard is telling you it’s “fully…

by AJ — That’s not a contradiction. It’s the single most misunderstood fact in production LLM infrastructure.

Medium·Jul 14