Mac decision library
Buying Guides: Mac Upgrades, iPhone Timing, and Local AI
These pages cover the questions people ask before buying Apple hardware. The newest Mac mini and local AI decisions appear first, followed by broader Mac and iPhone guides. Each page has one primary task, named sources, and an explicit evidence boundary.
Short answer
Start with the Mac mini M6 comparison closest to your question, or run the free advisor with your current device, real workload, budget, and compatibility constraints. A newer product is not automatically a better purchase.
Choose a guide
Comparison
Mac mini M6 vs M5 Pro
Compare price, memory, bandwidth, development, video, local AI, and the workloads that justify the Pro tier.
Comparison
Mac mini M6 vs M4
Decide whether M6 removes a real M4 bottleneck or preserves the same storage, memory, and compatibility limits.
Product
Mac mini M6 specs, price, and release date
The 2026 entry Mac mini, with its launch configuration, memory tiers, availability, and local AI boundaries.
Product
Mac mini M5 Pro
The compact professional option for development, creative work, and moderate local AI.
Scenario
Mac mini for agentic coding
Choose memory, context, runtime, and concurrency for a real repository-and-tool loop.
Comparison
Ollama vs MLX on Mac
Compare documented runtime paths, model formats, tool calling, vision, and evidence limits.
Scenario
Best Mac for local LLMs
Use model size, memory, context, Agent/RAG workload, runtime, and concurrency requirements to choose a setup.
Product
Public local model evidence
Compare public model files, Mac memory budgets, runtime evidence, and workflow capability limits.
Product
Interactive local model fit tool
Match a model or Mac configuration by memory headroom, quantization, runtime evidence, and next-step decision.
Comparison
Mac mini vs Mac Studio
Compare the four current Apple desktops by memory, GPU, displays, local AI, and sustained work.
Product
Mac Studio M5 Max
A sustained GPU and display-focused desktop for professional workflows.
Product
Mac Studio M5 Ultra
The specialist option for very large memory-bound workloads and local models.
Scenario
Which Mac should I buy in 2026?
Start with your task and narrow the choice for a first Mac, an upgrade, or a Windows switch.
Scenario
Where to buy a Mac cheaper
The four official routes: education pricing, Certified Refurbished, Trade In, and release-cycle timing.
Scenario
How long does Apple support iPhones?
The iOS compatibility list, the vintage/obsolete service thresholds, and what actually forces an upgrade.
Scenario
Should you wait for the iPhone 18?
A buy-now-or-wait framework built on the verified lineup and Apple Intelligence eligibility.
How the library is maintained
New product pages are updated when specifications, availability, or independent evidence changes. A page keeps the date of its last review and links to primary sources. A ranking or recommendation is never treated as a substitute for your own compatibility and workload check.
Continue the decision
- Start the free advisorFour questions, no account required for the free verdict.
Questions people ask
Clear answers before you buy
Where should I start if I do not know which Mac to buy?
Start with the workload that is slow, blocked, or expensive. The free advisor then separates CPU, GPU, memory, storage, compatibility, ports, and remote-service constraints.
Do these guides include independent benchmark results?
They separate Apple specifications, Apple workload-specific tests, independent benchmarks, and system inference. Independent results are only included when the comparison and conditions are clear.
Can I use these guides for a Windows switch?
Yes, but compatibility is a gate. Check must-have software, games, drivers, plug-ins, peripherals, file formats, and CUDA workflows before treating a Mac recommendation as a switch recommendation.
Do these guides compare Mac mini and Mac Studio for local AI?
Yes. Start with the Mac mini vs Mac Studio comparison, then use the local LLM guide for model fit, context, runtime, tool calling, sustained performance, and local-versus-cloud decisions.
Use your own baseline
Get a free recommendation for your actual bottleneck.
The advisor asks for the hardware, workload, budget, and compatibility details that generic buying guides cannot see.
Keep or Upgrade is an independent decision-support tool. Apple product names identify the products being compared; Apple does not sponsor or endorse this site. Specifications and vendor test claims can change, so confirm local availability, pricing, and compatibility before purchasing.