Side-by-side
| Axis | Raspberry Pi 5 | Mac Mini M4 |
|---|---|---|
| Setup | 30 min including OS flash, accessories. ARM Linux, broadest hobby community in computing. | 10 min out of the box. macOS native, Linux via Asahi (with caveats). |
| Security model | Whatever your distro and agent provide. Tailscale + Caddy is the standard pocket AI stack. | Apple's hardware-attested boot, Secure Enclave, FileVault. Strong on the macOS side. |
| Model support | Small models only: about 11 tok/s on 1B models and about 5 on 3B models (Slips project, Ollama, Q4_K_M). No published 7B figure. | 24.11 tok/s generating with a 7B model at Q4_0 (llama.cpp, M4 with the 10-core GPU). 16 to 32 GB of unified memory: 7B and 8B models fit at any size. |
| Cost | ~€140 all in (board + accessories + NVMe HAT). The bare board draws about 4 W (800 mA typical, per Raspberry Pi) before storage and load. | €1,099 for 24 GB SKU, €1,899 for 48 GB Pro. Apple gives 4 W idle and 65 W maximum for the M4. |
| Ecosystem | Largest hobbyist community. Tutorials for everything. | Smaller for self-hosted AI specifically. Agents that isolate tools in containers (NanoClaw, or Hermes Agent's Docker backend) need a Docker runtime on macOS, such as Docker Desktop. |
| Best for | First-time self-hosters, learning, distributed edge setups. | Anyone serious about local LLM, or who wants one quiet machine for both work and AI. |
Verdict
Don't pick: you might want both. The Pi 5 as an edge endpoint, the Mac Mini M4 as the desk-side host that runs the local model. Whether that beats a cloud bill depends on how much you would send to a hosted model: work it out with the cost calculator.
Notes
- The Pi 5 is real but it's not a Mac Mini. Don't expect 7B+ model performance from it.
- Mac Mini's macOS lock-in is real: Asahi Linux is impressive but not yet production-grade.
Sources
- Slips project, LLM performance on the Raspberry Pi 5 (read 2026-10-17)
- llama.cpp, Apple Silicon scoreboard, discussion #4167 (read 2026-10-17)
- Raspberry Pi documentation, power supply (read 2026-10-17)
- Apple, Mac mini power consumption (read 2026-10-17)
Going deeper
For the full landscape report including hosting economics, security posture and regulatory context, see the 2026 landscape report. For the OpenClaw-specific history, see the complete OpenClaw timeline.
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