Inside the Anthropic Lambda deal, and what it means for GPU capacityRecently, Anthropic inked a $35 billion, six-year contract with Lambda, which is a cloud services company backed by Nvidia. The most important part of this...
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The latest industry news, GPU pricing trends, and technical infrastructure guides for AI teams.
Latest Industry News
Inside the Anthropic Lambda deal, and what it means for GPU capacity
Guides & Market Analysis
PricingThe cheapest GPU cloud in 2026: why every list gives a different answer
Look up the cost of RunPod’s H100 GPU cloud service in five articles related to…
PricingNvidia DGX Cloud pricing: why there’s no rate card, and what replaced it
There has never been an official rate card for NVIDIA DGX Cloud. The only price…
AI InfrastructureGPU cloud in Sydney: who actually has the capacity right now
Try to order H100s in Sydney right now, and there is a good chance you…
PricingWhat is a GPU-hour? Why the cheapest rate doesn’t mean the cheapest job
Looking at the pricing of GPUs on any webpage, one will be able to see…
AI InfrastructureHow to choose the right GPU for your AI workload
Introduction: Begin with the workload, not the GPU Choosing a GPU for an AI workload…
AI InfrastructureWhy GPU utilization matters more than GPU count
Adding more GPUs seems the right thing to do whenever an AI job demands more…
ComparisonsGPU for AI vs Gaming: What’s the difference and which one do you need?
GPU for AI vs gaming is less about two completely different types of technology and…
ComparisonsHow to read a GPU provider pricing page (and spot the tricks)
The headline rate on a GPU pricing page is built to win a glance, not…
ComparisonsWhat the 2026 GPU Capacity Crunch Did to Rental Prices
Everyone predicted oversupply. Instead, 2026 delivered the worst compute shortage in five years. H100 contracts…
GPU CloudThe hidden costs of GPU cloud: egress, storage, and minimum commitments
The advertised dollars-per-hour is the easy number. The one that lands on your invoice includes…
ComparisonsSXM vs PCIe: The Spec Detail That Quietly Ruins Multi-GPU Budgets
Same chip, different connector, wildly different bill. SXM gives you 7x the GPU-to-GPU bandwidth, but…
GPU CloudTop 5 GPUs for Training LLMs in 2026 (And Where to Rent Them Without Overpaying)
Looking for the best GPU for training LLMs in 2026? Here’s something nobody really tells you…
AI InfrastructureDecentralized GPU Compute: The Web3 Revolution in AI Infrastructure
The GPU Shortage Meets the Decentralized Solution For the past few years, the artificial intelligence…
The Hyperscaler Reality: Using AWS, GCP, and Azure for AI Workloads
The Default Choice vs. The Smart Choice When the board of directors asks a CTO…
AI InfrastructureManaged Inference APIs: Scaling AI Without the Infrastructure Headache
The Developer’s Dilemma: Coding vs. DevOps The artificial intelligence revolution has democratized access to state-of-the-art…
Industry Insights
Market Intelligence & GPU Cloud Pricing Trends
The AI infrastructure market changes rapidly. Hardware releases, such as the NVIDIA H200 and AMD MI300X, dramatically shift the pricing landscape for legacy chips like the A100 and V100.
Our insights deliver data-driven analysis on GPU pricing trends, cloud provider expansion news, and benchmarking guides. Stay ahead of the curve to optimize your machine learning pipeline costs and ensure you're deploying on the most performant architecture available.