PocketClawvol. 1 · 2026
Recommendedreviewed

Raspberry Pi 5

The default starting point for pocket AI in 2026. 4–8 GB of LPDDR4X, ARM Cortex-A76, sub-€100, runs Hermes Agent (no browser tool) or Nanobot comfortably.

Specs at a glance

CPUBroadcom BCM2712 — 4× Cortex-A76 @ 2.4 GHz
RAM options4 / 8 GB LPDDR4X
StoragemicroSD or NVMe via M.2 HAT
Power draw5–12 W
Form factor85 × 56 mm credit-card SBC
Local LLM capabilitySmall models only (≤ 3B Q4)
Agent score7/10
Price point€80–110

Overview

The Raspberry Pi 5 is the de-facto first device for pocket AI in 2026. The 8 GB SKU has enough RAM for Hermes Agent without browser automation, or for Nanobot with everything. NVMe via the official M.2 HAT removes the SD card bottleneck. Power draw is comfortably under 12W under load — runs cool, runs silent, runs forever. Local LLM inference is the limit: realistic ceiling is 3B-parameter quantised models like Phi-3 or TinyLlama, which trail Claude meaningfully on agentic tasks. For agents that delegate the LLM call to a cloud API, the Pi 5 is genuinely competitive with €30/month VPS plans.

Best for

  • First-time self-hosters wanting low power + always-on
  • Hermes Agent without browser tool
  • Nanobot deployments
  • MCP server hosts

Not for

  • Local LLM inference beyond ~3B param Q4 quants
  • Browser automation (Chromium too heavy)
  • Multi-user agent workloads

Compatible self-hosted agents

Tested working on Raspberry Pi 5 (with the caveats from “Best for” / “Not for” above):

Hermes Agent
Safe default · Apache-2.0
OpenClaw
Specialist · MIT
Nanobot
Specialist · MIT
Moltworker
Specialist · Apache-2.0

Where to buy

Manufacturer page: https://www.raspberrypi.com/products/raspberry-pi-5/. We don't have an active affiliate programme with this vendor — see our disclosure page for the full list of partners we do work with.


See: all pocket AI hardware · edge AI hardware buyer's guide · how we test.

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