docs(windows): rename mac-vs-windows → all-machines-comparison, add 4-machine tables
- Renamed mac-vs-windows-comparison.md → all-machines-comparison.md - Added Fleet Overview table (all 4 machines at a glance) - Added All Machines — Hardware Comparison (4-column ASCII table) - Added All Machines — AI/ML Capability (inference, TTS, fine-tuning, OpenClaw, Voicebox) - Added All Machines — Software Development (iOS, CUDA, Docker, portability) - Added All Machines — Recommended Roles (PRIMARY/SECONDARY per workload) - Added All Machines — Cost & Power (purchase, electricity, fleet totals) - Preserved original Mac vs Razer deep-dive sections below - Updated README.md file reference
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@ -68,17 +68,17 @@ Dashboard should show all green. Done.
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## Files in This Directory
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## Files in This Directory
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| File | Purpose |
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| File | Purpose |
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| -------------------------------- | --------------------------------------------- |
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| ------------------------------ | --------------------------------------------- |
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| **README.md** | This file — quick start guide |
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| **README.md** | This file — quick start guide |
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| **setup-windows.ps1** | PowerShell script — Windows-side setup |
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| **setup-windows.ps1** | PowerShell script — Windows-side setup |
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| **setup-wsl.sh** | Bash script — WSL2-side setup |
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| **setup-wsl.sh** | Bash script — WSL2-side setup |
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| **setup-guide.md** | Detailed manual guide with troubleshooting |
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| **setup-guide.md** | Detailed manual guide with troubleshooting |
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| **razer-blade-18-spec.md** | Full hardware specs for the Razer Blade 18 |
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| **razer-blade-18-spec.md** | Full hardware specs for the Razer Blade 18 |
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| **hp-z240-windows-spec.md** | HP Z240 spec + OpenClaw server use case guide |
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| **hp-z240-windows-spec.md** | HP Z240 spec + OpenClaw server use case guide |
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| **dell-P16s-windows-spec.md** | Dell P16s system info |
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| **dell-P16s-windows-spec.md** | Dell P16s system info |
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| **mac-vs-windows-comparison.md** | Side-by-side Mac vs Windows comparison |
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| **all-machines-comparison.md** | All 4 machines side-by-side comparison |
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| **capabilities/** | 7 deep-dive GPU capability guides |
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| **capabilities/** | 7 deep-dive GPU capability guides |
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## Related: OpenClaw AI Assistant
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## Related: OpenClaw AI Assistant
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@ -1,11 +1,148 @@
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# Mac vs Windows — Side-by-Side Machine Comparison
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# All Machines — Side-by-Side Comparison
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> **Purpose:** Detailed capability comparison of both development machines for local AI/ML workloads, software development, and daily operations.
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> **Purpose:** Detailed capability comparison of all development machines for local AI/ML workloads, software development, and daily operations.
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> **Date:** February 2026
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> **Date:** February 2026 · **Machines:** 4
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---
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---
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## Hardware Specifications
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## Fleet Overview
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| | Mac M4 Pro | Razer Blade 18 | HP Z240 | Dell P16s |
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| --------------- | ------------ | -------------- | ----------------- | --------------- |
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| **Hostname** | — | — | bl1box | WIN-6TAKOREL9MS |
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| **Role** | Daily driver | ML powerhouse | Always-on server | Portable dev |
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| **Form Factor** | 16" laptop | 18" laptop | Tower workstation | 16" laptop |
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| **Era** | 2024 | 2026 | 2017 | 2023 |
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---
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## All Machines — Hardware Comparison
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```
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┌─────────────────────┬──────────────────────┬──────────────────────┬──────────────────────┬──────────────────────┐
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│ │ Mac M4 Pro │ Razer Blade 18 │ HP Z240 │ Dell P16s │
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│ │ (Daily driver) │ (ML powerhouse) │ (Always-on server) │ (Portable dev) │
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├─────────────────────┼──────────────────────┼──────────────────────┼──────────────────────┼──────────────────────┤
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│ CPU │ Apple M4 Pro │ Intel Ultra 9 275HX │ Intel i7-7700K │ AMD Ryzen 7 PRO 7840U│
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│ Cores / Threads │ 14c / 14t │ 24c / 24t │ 4c / 8t │ 8c / 16t │
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│ Architecture │ ARM (Apple Silicon) │ Arrow Lake HX │ Kaby Lake │ Zen 4 (Phoenix) │
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│ TDP │ ~40W │ ~55–157W │ ~91W │ ~15–30W │
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│ │ │ │ │ │
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│ GPU │ M4 Pro (integrated) │ RTX 5090 (discrete) │ HD 630 (integrated) │ Radeon 780M (iGPU) │
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│ GPU Memory │ Shared (48 GB pool) │ 24 GB GDDR7 │ Shared (~2 GB) │ Shared (~8 GB) │
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│ GPU Compute │ Metal / MPS │ CUDA 13.x │ None useful │ DirectML / ROCm │
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│ │ │ │ │ │
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│ RAM │ 48 GB LPDDR5X │ 64 GB DDR5 │ 32 GB DDR4 │ 32 GB DDR5 │
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│ RAM (usable) │ 48 GB unified │ 64 GB + 24 GB VRAM │ 32 GB │ 24 GB (8 GB → iGPU) │
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│ RAM Bandwidth │ ~273 GB/s │ ~90 GB/s (+1 TB/s V) │ ~38 GB/s │ ~90 GB/s │
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│ │ │ │ │ │
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│ Storage │ 1 TB NVMe │ 4 TB NVMe (2×2 TB) │ TBD (bays available) │ ~512 GB–1 TB NVMe │
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│ Display │ 16" 3456×2234 120Hz │ 18" UHD+ 240Hz │ External monitor │ 16" WUXGA touch │
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│ OS │ macOS Sequoia │ Windows 11 + WSL2 │ Windows 11 + WSL2 │ Windows 11 + WSL2 │
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│ Weight │ ~2.1 kg │ ~3.1 kg │ ~11 kg (tower) │ ~2.0 kg │
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│ Battery │ 12–18 hours │ 2–4 hours │ N/A (desktop) │ 6–10 hours │
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│ Power (idle) │ ~10W │ ~30W │ ~65W │ ~10W │
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│ Price │ ~$2,500 │ ~$4,500 │ ~$100 (used) │ ~$1,200 │
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└─────────────────────┴──────────────────────┴──────────────────────┴──────────────────────┴──────────────────────┘
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```
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---
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## All Machines — AI/ML Capability
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```
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┌─────────────────────────┬──────────────────┬──────────────────┬──────────────────┬──────────────────┐
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│ Capability │ Mac M4 Pro │ Razer RTX 5090 │ HP Z240 │ Dell P16s │
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├─────────────────────────┼──────────────────┼──────────────────┼──────────────────┼──────────────────┤
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│ Ollama 7B inference │ ~50 tok/s (MPS) │ ~120 tok/s (CUDA)│ ~5 tok/s (CPU) │ ~12 tok/s (CPU) │
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│ Ollama 32B inference │ ~20 tok/s (MPS) │ ~50 tok/s (CUDA) │ Won't fit well │ ~4 tok/s (CPU) │
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│ Ollama 70B inference │ ~8 tok/s (unified)│ ~15 tok/s (split)│ ❌ Not practical │ ❌ Not practical │
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│ Whisper transcription │ ~3× RT (Metal) │ ~12× RT (CUDA) │ ~0.5× RT (CPU) │ ~1× RT (CPU) │
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│ TTS (Qwen3-TTS) │ ~realtime (MPS) │ ~3× RT (CUDA) │ ❌ Too slow │ ~0.3× RT (CPU) │
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│ Fine-tuning (LoRA 7B) │ ⚠️ Slow (MPS) │ ✅ Fast (CUDA) │ ❌ No GPU │ ❌ No GPU │
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│ Stable Diffusion │ ~30s/img (MPS) │ ~6s/img (CUDA) │ ❌ No GPU │ ❌ Too slow │
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│ OpenClaw Gateway │ ✅ Good │ ✅ Overkill │ ✅ Perfect │ ✅ Good │
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│ Voicebox (voice clone) │ ✅ MLX + MPS │ ✅ CUDA (fastest) │ ❌ No GPU │ ⚠️ CPU only │
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├─────────────────────────┼──────────────────┼──────────────────┼──────────────────┼──────────────────┤
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│ AI/ML RATING │ ★★★★☆ │ ★★★★★ │ ★☆☆☆☆ │ ★★☆☆☆ │
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└─────────────────────────┴──────────────────┴──────────────────┴──────────────────┴──────────────────┘
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```
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---
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## All Machines — Software Development
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```
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┌──────────────────────────┬──────────────┬──────────────┬──────────────┬──────────────┐
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│ Capability │ Mac M4 Pro │ Razer │ HP Z240 │ Dell P16s │
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├──────────────────────────┼──────────────┼──────────────┼──────────────┼──────────────┤
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│ Node.js / TypeScript │ ✅ Native │ ✅ WSL2 │ ✅ WSL2 │ ✅ WSL2 │
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│ Python 3.12 │ ✅ Native │ ✅ WSL2 │ ✅ WSL2 │ ✅ WSL2 │
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│ Docker / Compose │ ✅ Desktop │ ✅ Desktop │ ✅ WSL2 │ ✅ Desktop │
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│ iOS / Xcode builds │ ✅ ONLY HERE │ ❌ │ ❌ │ ❌ │
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│ Android builds │ ✅ │ ✅ │ ✅ │ ✅ │
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│ CUDA development │ ❌ │ ✅ ONLY HERE │ ❌ │ ❌ │
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│ VS Code / Windsurf │ ✅ │ ✅ │ ✅ │ ✅ │
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│ Git / GitHub │ ✅ │ ✅ │ ✅ │ ✅ │
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│ Compilation speed │ Fast │ Fastest │ Slow │ Good │
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│ Portability │ ✅ Excellent │ ⚠️ Heavy │ ❌ Desktop │ ✅ Excellent │
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└──────────────────────────┴──────────────┴──────────────┴──────────────┴──────────────┘
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```
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---
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## All Machines — Recommended Roles
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```
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┌──────────────────────────────────┬──────────────┬──────────────┬──────────────┬──────────────┐
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│ Workload │ Mac M4 Pro │ Razer 5090 │ HP Z240 │ Dell P16s │
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├──────────────────────────────────┼──────────────┼──────────────┼──────────────┼──────────────┤
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│ iOS development (LysnrAI) │ ✅ PRIMARY │ │ │ │
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│ Daily coding + Windsurf │ ✅ PRIMARY │ │ │ ✅ SECONDARY │
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│ Dashboard dev (Next.js) │ ✅ PRIMARY │ ✅ │ │ ✅ │
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│ Ollama coding assistant │ ✅ Good │ ✅ PRIMARY │ │ ⚠️ Small only│
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│ Batch Whisper transcription │ │ ✅ PRIMARY │ │ │
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│ TTS / voice generation │ ✅ Good │ ✅ PRIMARY │ │ │
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│ Voicebox voice cloning │ ✅ Good │ ✅ PRIMARY │ │ │
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│ LoRA fine-tuning │ │ ✅ PRIMARY │ │ │
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│ Image generation (SD/ComfyUI) │ │ ✅ PRIMARY │ │ │
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│ OpenClaw AI assistant │ │ │ ✅ PRIMARY │ │
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│ Docker services (always-on) │ │ │ ✅ PRIMARY │ │
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│ File / Git server │ │ │ ✅ PRIMARY │ │
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│ Tailscale exit node │ │ │ ✅ PRIMARY │ │
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│ Travel / offline development │ ✅ │ │ │ ✅ PRIMARY │
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│ Meetings / presentations │ ✅ │ │ │ ✅ PRIMARY │
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│ 70B model experimentation │ ✅ PRIMARY │ ⚠️ Split │ │ │
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│ Gaming │ │ ✅ PRIMARY │ │ │
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├──────────────────────────────────┼──────────────┼──────────────┼──────────────┼──────────────┤
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│ SUMMARY │ Daily driver │ GPU compute │ Home server │ Portable dev │
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│ │ + iOS builds │ + AI/ML │ + always-on │ + travel │
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└──────────────────────────────────┴──────────────┴──────────────┴──────────────┴──────────────┘
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```
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---
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## All Machines — Cost & Power
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| Metric | Mac M4 Pro | Razer RTX 5090 | HP Z240 | Dell P16s |
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| ----------------------------------- | ----------------- | ------------------ | ------------ | ---------------- |
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| **Purchase price** | ~$2,500 | ~$4,500 | ~$100 (used) | ~$1,200 |
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| **Power (idle)** | ~10W | ~30W | ~65W | ~10W |
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| **Power (load)** | ~40W | ~180W | ~150W | ~45W |
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| **Monthly electricity (24/7 idle)** | ~$1 | ~$3 | ~$5 | ~$1 |
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| **Always-on?** | No (daily laptop) | No (gaming laptop) | **Yes** | No (work laptop) |
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| **Total fleet cost** | | | | **~$8,300** |
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| **Total fleet idle power** | | | | **~115W** |
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---
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## Mac vs Razer — Detailed Comparison (Original)
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The following sections provide the original deep-dive Mac vs Razer comparison.
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## Hardware Specifications (Mac vs Razer)
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```
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```
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┌─────────────────────────┬──────────────────────────────┬──────────────────────────────────┐
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┌─────────────────────────┬──────────────────────────────┬──────────────────────────────────┐
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