benchmark.
Everything we've published on benchmark across guides, agents, hardware reviews and glossary entries — 3 entries in total.
Guides (3)
- Local LLMs in 2026 — the complete benchmark report on portable hardwareAI Agents · 2026-04-30
Real-world benchmarks of Llama 3.3 70B, Qwen 2.5 72B, Mistral 7B, Llama 3 8B and Phi-3 mini across Raspberry Pi 5, Intel mini PCs, Apple Silicon Mac Mini, and Mac Studio. Tokens-per-second, agentic task pass rates, power and cost economics.
- Raspberry Pi 5 as a self-hosted AI host — 90 days of real-world benchmarksAI Agents · 2026-05-12
What it's actually like to run a self-hosted AI agent on a Raspberry Pi 5 for 90 days. Real numbers on tokens-per-second, watt-hours, thermal throttle, SD card wear and the workloads where the Pi is genuinely good — and the workloads where it absolutely is not.
- GPU vs CPU for self-hosted AI inference — when each genuinely wins in 2026AI Agents · 2026-05-26
When does a GPU actually pay for itself in self-hosted AI inference, and when is a modern CPU genuinely the better answer? Real benchmarks across Mac Mini M4, Intel NUC 13, Raspberry Pi 5, and a single-GPU box. Watts per token, euros per million tokens, and the surprising places CPU wins.