Skip to content
KG.
  • Blog
  • Hire me, or see what I ship.

    • ProjectsCase studies & shipped work
    • ServicesWork with me
    • SponsorSponsor the blog
  • Essays and references on AI engineering.

    • BlogEssays on AI engineering
    • Learning PathsGuided curricula
    • Topic PillarsDeep-dive hubs
    • GlossaryAI & dev terms, defined
    • CheatsheetsQuick references
    • ComparisonsX vs Y, decided
  • Things to click, play, and take apart.

    • Tools29 dev & AI utilities
    • Games16 browser games
    • DemosInteractive explainers
    • ChallengesDaily coding puzzles
  • Me

    • AboutWho I am
    • UsesMy gear & setup
    • ResumeCV (PDF)

    Shelf

    • BookshelfBooks I recommend
    • Reading ListWhat I'm reading
  • Subscribe
  • Let's talk
  1. Home
  2. ›
  3. Blog
  4. ›
  5. M4

M4

2 posts tagged #m4

Mac mini M4 vs M4 Pro 2026: Which One Actually Pays Off? AI and Machine Learning

Mac mini M4 vs M4 Pro 2026: Which One Pays Off?

I'd pick the M4 for solo developers and light local AI work under $600; I'd pick the M4 Pro the moment you're running 30B+ parameter models. The price gap is real, but so is the memory ceiling.

July 11, 2026 13 min read
Read more
Apple M4 vs M4 Max for Local LLMs in 2026: Which Should You Buy? AI and Machine Learning

Apple M4 vs M4 Max for Local LLMs: Which Should You Buy?

The M4 Max wins for serious local LLM work thanks to its unified memory ceiling and bandwidth advantage; the base M4 wins for portability and budget-conscious inference on smaller models. Here's exactly where the line falls.

May 10, 2026 12 min read
Read more

Keep exploring

Close to this topic, not on this page.

  • M4 Max vs M5 Max for Local AI: Which Should You Buy? The M5 Max wins for serious local AI workloads, with 614GB/s of memory bandwidth against the M4 Max's 546GB/s and a Neural Accelerator in… 12 min read
  • Mac Studio M4 Max vs RTX 4090 PC for Local LLMs The Mac Studio M4 Max wins for plug-and-play local LLM work with massive unified memory; the RTX 4090 PC wins for raw CUDA throughput and… 13 min read
  • Apple Silicon vs NVIDIA GPU for Local LLMs NVIDIA wins on raw throughput and ecosystem depth for serious multi-GPU workloads; Apple Silicon wins on memory bandwidth per dollar and… 14 min read

Content

  • Blog
  • Topic Pillars
  • Learning Paths
  • Games
  • Demos

Resources

  • Tools
  • Glossary
  • Cheatsheets
  • Comparisons
  • LLM Prices
  • Embedding Prices

About Me

  • About
  • Uses
  • Bookshelf
  • Reading List

Meta

  • Subscribe
  • Changelog
  • Sitemap
  • Privacy
  • Terms
  • RSS
KG

Building intelligent systems. Still chasing those sour icecreams.

Made with coffee and curiosity in Toronto. 2026.