GPUSmith

A 2026 data-driven analysis of data center and AI water consumption, covering Google, Microsoft, Amazon, and Meta disclosures, LBNL and IEA figures, cooling technologies, and five real-world cases.

A 2026 technical guide to data center electrical design for GPU clusters, covering rack power density up to 142 kW, UPS and generator sizing, N+1 vs 2N redundancy tiers, and utility interconnection strategy for AI data centers.

A 2026 analyst guide to choosing a GPU cloud provider for AI model training, comparing H100, H200, and B200 pricing across AWS, CoreWeave, Lambda, and Vast.ai, plus reliability and networking criteria.

Data-driven 2026 analysis of Nvidia GPU lead times for H100, H200, and GB200/GB300, covering CoWoS packaging, HBM supply, hyperscaler allocation, rental pricing, and China export controls.

A 2026 data-driven benchmark of LLM cost per million tokens across OpenAI, Anthropic, Google, DeepSeek, and Llama, plus GPU rental prices for self-hosted inference and break-even economics.

A July 2026 analyst report on the NVIDIA GPU price index, covering H100, H200, B200, and GB200/GB300 NVL72 cloud rental and purchase prices, HBM supply pressure, and China export-control black-market pricing.

A 2026 analyst guide to NVIDIA data center GPU pricing, covering H100, H200, B200, GB200, and GB300 purchase and cloud rental costs, AMD alternatives, and used-market trends.

2026 data report on H100 and H200 GPU rental prices per hour across 20+ cloud providers, price history since 2023, spot vs reserved rates, and market size figures.

A data-driven 2026 comparison of NVIDIA Blackwell and Hopper GPUs covering B200 vs H100 specs, MLPerf benchmarks, power consumption, and cloud pricing.

Independent 2026 review of the NVIDIA DGX Spark: verified pricing history to $4,699, GB10 Grace Blackwell specs, LMSYS and Register benchmark data, thermal issues, and how it differs from GPU-accelerated Apache Spark.

A 2026 guide to LLM inference hardware sizing covering VRAM calculation formulas, H100/H200/MI300X/B200 GPU specs, memory bandwidth, vLLM and TensorRT-LLM sizing, and cloud versus on-premise cost comparisons.

A 2026 data center planning guide to GPU rack power requirements, covering kW-to-MW density trends, mandatory liquid cooling, 800VDC power architecture, networking, and gigawatt-scale case studies.

2026 comparison of NVIDIA A100, H100, H200, B200, and GB200 NVL72 covering specs, MLPerf benchmarks, cloud pricing, export controls, and deployments at xAI, Meta, and Azure.

A 2026 data-driven comparison of buying versus renting GPUs for AI, covering H100 and B200 pricing, TCO breakeven utilization thresholds, hidden costs, and five named case studies.

Compares 2026 GPU cloud rental prices for NVIDIA H100 and H200 across AWS, Azure, Google Cloud, RunPod, Vast.ai, Lambda, Nebius, and CoreWeave, with on-demand, spot, and reserved rates from $1.38 to $13.78 per GPU-hour.