All Articles

7 articles across 6 topics.

Inference Cost & Performance

1

TTFT, TPOT and Tokens per Second: How to Read LLM Inference BenchmarksLLM speed claims rest on different metrics that can move in opposite directions; MLPerf's interactive target for Llama 2 70B, for example, is a 450 ms time to first token and 40 ms per output token. This guide explains each metric and how to compare vendors fairly.Nov 1, 2026

AI Data Centers & Power

1

How Much Electricity Do AI Data Centres Use? The Official Numbers ExplainedData centres used about 415 TWh in 2024, around 1.5% of global electricity, and the IEA expects that to more than double by 2030. Here is where the power goes, why AI changes the picture and how to read the next big projection.Oct 31, 2026

Edge AI Computing

1

What NPU TOPS Ratings Really Mean: How to Judge an AI PC Beyond the 40 TOPS LineAI PC spec sheets lead with TOPS, but peak INT8 figures and platform totals can mislead. This guide explains NPUs, the 40 TOPS Copilot+ line, how apps reach the NPU and how to check it is actually being used.Oct 30, 2026

Cloud Outages & Reliability

2

GPUs & AI Accelerators

1

Google TPUs Are Coming to Oracle Cloud: What the 2027 Deal Means for AI ComputeOracle Cloud Infrastructure will be the first major cloud outside Google to offer Google's TPU 8t and 8i chips, with capacity starting in 2027. Here's what the deal includes, how it fits Oracle's multi-chip strategy and what it means for AI buyers.Oct 29, 2026

Cloud AI Platforms

1

OpenAI Models Arrive on Google Cloud: What Enterprise Teams Need to KnowOpenAI's GPT-6 models and Codex workflows are entering Google Cloud's Model Garden in private preview. Here is what changes for procurement, governance and model routing.Oct 21, 2026