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. Production LLM

Production LLM

1 post tagged #production-llm

vLLM vs Ollama 2026: Production Power or Developer Ease? Developer Tools

vLLM vs Ollama: Production Power or Developer Ease?

vLLM wins for high-throughput production deployments where every token/second counts; Ollama wins for local developer workflows where setup speed and portability matter most. Pick wrong and you'll either over-engineer a side project or under-power a real API.

May 10, 2026 12 min read
Read more

Keep exploring

Close to this topic, not on this page.

  • Run a Local LLM in VS Code Without a Copilot Plan VS Code now wires Ollama and LM Studio straight into Copilot Chat's model picker — no CLI, no Continue.dev, no Copilot subscription. 13 min read
  • Ollama vs Llamafile: Server Daemon or Single-File LLM? Ollama wins for developers who want a persistent API server with a rich model library and ecosystem integrations. 13 min read
  • RTX 4060 Ti vs RTX 4070 for Local LLM Inference I'd pick the RTX 4060 Ti if you're running sub-13B models solo on a tight budget, and the RTX 4070 if VRAM headroom and generation speed… 12 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.