Mac Mini M-series with Apple Silicon. Compact, quiet, energy-efficient AI server for your organization. Under $7K, your data stays local, zero recurring fees.
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Apple Silicon M-series chips deliver exceptional AI performance per watt. The unified memory architecture means the GPU and CPU share RAM, eliminating data transfer bottlenecks. Mac Mini is compact, whisper-quiet, and uses 30-50W under load compared to 300-500W for typical servers.
7.7 inches square, 1.4 inches tall. Fits on a desk or in a server rack. Silent operation under normal load, whisper-quiet under full load.
30-50W power consumption under load. Compare to 300-500W for typical x86 servers. Lower power bills, less cooling needed, smaller UPS required.
32GB shared between CPU and GPU with 400GB/s bandwidth. No PCIe bottleneck. Models load faster, inference is faster, context windows are larger.
16-core dedicated AI accelerator for ML operations. Offloads matrix math from GPU, improving inference speed by 20-40% depending on model architecture.
4x Thunderbolt 4, 2x USB-A, HDMI, Gigabit Ethernet, WiFi 6E. Add 10GbE adapter for high-speed network storage and multi-node clustering.
512GB internal SSD (upgradeable to 2TB at purchase). Add external Thunderbolt SSD or NAS for model storage, training datasets, and backups.
We're not just shipping you a Mac Mini from the Apple Store. We configure, secure, and integrate it into your network with enterprise-grade deployment practices.
LLM software installed, models loaded, network settings configured for your environment. We test inference speed and validate functionality before shipping.
FileVault encryption, firewall rules, SSH key auth, automatic security updates. We follow CIS benchmarks and NIST guidelines for macOS hardening.
Admin guide covering backups, updates, model management, troubleshooting. User guide for your team. Network diagrams and configuration details.
2-hour video session covering system administration, model selection, prompt engineering basics, and Q&A. Recording provided for your team.
Optional managed services package. We handle OS updates, model updates, performance tuning, monitoring, and backups. You just use the AI.
Net-30 terms available. Purchase orders accepted. Volume discounts for multi-node deployments. 3-year AppleCare+ included in all quotes.
| Model | Tokens/Second | Notes |
|---|---|---|
| Llama 3.1 8B | 35-40 t/s | Instant responses, excellent for chat |
| Mistral 7B | 38-42 t/s | Faster than GPT-4 API response times |
| Llama 3.1 70B (Q4) | 15-18 t/s | Quantized, still highly accurate |
| Qwen 2.5 14B | 28-32 t/s | Strong coding and reasoning |
All benchmarks measured on Mac Mini M2 Pro with 32GB RAM. Real-world performance varies based on context length and system load.
Based on 10 users, moderate usage
Per year, recurring forever
One-time cost, fully configured
Pays for itself in 4-8 months
Apple Silicon M-series chips deliver exceptional AI performance per watt. The unified memory architecture means the GPU and CPU share RAM, eliminating data transfer bottlenecks. Mac Mini is compact (7.7 inches square), whisper-quiet, and uses 30-50W under load compared to 300-500W for typical servers. It's a complete system that works out of the box, no assembly required.
With 32GB unified memory, you can run Llama 3.1 (8B/70B quantized), Mistral 7B, Mixtral 8x7B, Qwen 2.5, and most open-source models up to 70B parameters with quantization. Performance ranges from 15-40 tokens/second depending on model size and quantization level. For comparison, this is faster than most cloud API response times and provides instant feedback.
Cloud LLM costs typically run $500-2000 per month for team usage. Mac Mini pays for itself in 4-12 months. After that, zero recurring fees. Your data never leaves your network, there are no per-token charges, no rate limits, and no vendor lock-in. You own the hardware.
Yes. We can cluster multiple Mac Minis behind a load balancer for high-availability and concurrent users. A 3-node cluster (under $20K) can serve 50-100 concurrent users with sub-second response times. We also offer Mac Studio and Mac Pro configurations for larger deployments.
All systems include AppleCare+ for 3 years (accidental damage coverage, priority phone support, on-site service). We also offer optional managed services: remote monitoring, OS updates, model updates, performance tuning, and 24/7 incident response. Pricing starts at $200/month.
Mac Mini RAM is not user-upgradeable, so order with 32GB at purchase. Storage is expandable via Thunderbolt 4 (external SSD) or network storage (NAS). You can add Mac Studio or Mac Pro to your cluster later for more capacity. We can migrate your configuration to larger hardware with zero downtime.
Tell us about your team size, use cases, and requirements. We'll design a hardware configuration that fits your needs and budget.