https://fitmymodel.com/FitMyModel matches popular open AI models (Llama, Qwen, Gemma, gpt-oss, DeepSeek, FLUX, Whisper) to new-retail PCs, mini PCs and parts that can run them at home.en-usTue, 27 Oct 2026 13:10:00 -0500https://fitmymodel.com/why-local/cloud-ai-limits-and-rule-changes/https://fitmymodel.com/why-local/cloud-ai-limits-and-rule-changes/Cloud plans cap how much you can use and retire models on the provider’s schedule. A model on your own drive has no usage cap and stays the same until you change it.Why run AI locallyTue, 27 Oct 2026 17:55:00 +0000https://fitmymodel.com/articles/new-open-models-october-2026/https://fitmymodel.com/articles/new-open-models-october-2026/Four real releases, from a 1 GB edge model to an 816B giant. Here’s which ones fit a home machine.NewsTue, 27 Oct 2026 17:50:00 +0000https://fitmymodel.com/articles/can-a-600-dollar-mini-pc-run-local-ai/https://fitmymodel.com/articles/can-a-600-dollar-mini-pc-run-local-ai/Yes, for small models, if you buy enough RAM. Here is what fits in a $607 Minisforum box, and what it can’t do.ArticlesTue, 27 Oct 2026 17:45:00 +0000https://fitmymodel.com/articles/cheapest-way-to-run-gpt-oss-20b/https://fitmymodel.com/articles/cheapest-way-to-run-gpt-oss-20b/OpenAI built it for 16 GB. Here are the three cheapest routes we priced, from a $607 mini PC to a complete RTX PC.ArticlesTue, 27 Oct 2026 17:40:00 +0000https://fitmymodel.com/why-local/can-you-use-ai-with-no-internet/https://fitmymodel.com/why-local/can-you-use-ai-with-no-internet/Yes, with a local model. You need the internet once to install the app and download a model; after that, chatting runs entirely on your computer.Why run AI locallyTue, 27 Oct 2026 17:35:00 +0000https://fitmymodel.com/articles/clustering-two-machines-for-bigger-models/https://fitmymodel.com/articles/clustering-two-machines-for-bigger-models/Two boxes can hold a model neither could alone. But the tools are early, and the network is now part of your AI.ArticlesTue, 27 Oct 2026 17:30:00 +0000https://fitmymodel.com/articles/running-ai-privately-at-home/https://fitmymodel.com/articles/running-ai-privately-at-home/Your prompts never leave the house. Here’s the honest trade: privacy and no subscriptions, in exchange for smaller models and a bigger upfront bill.ArticlesTue, 27 Oct 2026 17:25:00 +0000https://fitmymodel.com/why-local/is-local-ai-cheaper-than-a-subscription/https://fitmymodel.com/why-local/is-local-ai-cheaper-than-a-subscription/ChatGPT Plus, Claude Pro and Google AI Pro cost about $20 a month. A $607 mini PC equals 30 months of that. Here is the math, and why it isn’t a like-for-like trade.Why run AI locallyTue, 27 Oct 2026 17:20:00 +0000https://fitmymodel.com/articles/unified-memory-vs-gpu-strix-halo-mac-rtx/https://fitmymodel.com/articles/unified-memory-vs-gpu-strix-halo-mac-rtx/Capacity or bandwidth? Three ways to hold a model, compared on the two numbers that matter, straight from the spec sheets.ArticlesTue, 27 Oct 2026 17:15:00 +0000https://fitmymodel.com/articles/is-16gb-enough-in-2026/https://fitmymodel.com/articles/is-16gb-enough-in-2026/16 GB of VRAM is the new sweet spot. 16 GB of system RAM alone is the bare minimum. Here’s where the line falls.ArticlesTue, 27 Oct 2026 17:10:00 +0000https://fitmymodel.com/why-local/where-do-your-ai-chats-go/https://fitmymodel.com/why-local/where-do-your-ai-chats-go/Cloud chatbots keep your chats for 72 hours to 5 years depending on the service and your settings. A local model keeps them on your own computer.Why run AI locallyTue, 27 Oct 2026 17:05:00 +0000https://fitmymodel.com/articles/why-vram-matters-more-than-gpu-speed/https://fitmymodel.com/articles/why-vram-matters-more-than-gpu-speed/A faster GPU that can’t hold the model loses to a slower one that can. Here’s the one spec to read first.ArticlesTue, 27 Oct 2026 17:00:00 +0000https://fitmymodel.com/deals/2026-10-27-minisforum-ms-s1-max-128gb-3919/https://fitmymodel.com/deals/2026-10-27-minisforum-ms-s1-max-128gb-3919/Price watch: the 128 GB / 2 TB MS-S1 MAX was $3,919 on the Minisforum store at 12:40 PM CT on Oct 27, 2026. Which models fit, and the caveats.DealsTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/deals/2026-10-27-asrock-arc-b580-12gb-329/https://fitmymodel.com/deals/2026-10-27-asrock-arc-b580-12gb-329/Price watch: the ASRock Challenger Arc B580 12GB was $329.99, sold by Newegg, on Oct 27, 2026. Which models fit a 12 GB card, and the caveats.DealsTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/what-runs-gpt-oss-20b/https://fitmymodel.com/guides/what-runs-gpt-oss-20b/gpt-oss 20B is a 14 GB download in Ollama. See the 16 GB and 24 GB GPUs, prebuilts and parts that fit it, with prices checked Oct 27, 2026.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/what-runs-gpt-oss-120b/https://fitmymodel.com/guides/what-runs-gpt-oss-120b/gpt-oss 120B is a 65 GB download in Ollama, so it needs a 128 GB unified-memory box. Compare the Strix Halo mini PCs that fit it.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/what-runs-llama-3-3-70b/https://fitmymodel.com/guides/what-runs-llama-3-3-70b/Llama 3.3 70B is a 43 GB download at Q4_K_M. Compare 64 GB and 128 GB unified-memory mini PCs with a two-GPU build.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/what-runs-qwen3-5/https://fitmymodel.com/guides/what-runs-qwen3-5/Qwen3.5 27B needs 17–20 GB, 35B-A3B needs 22 GB and 122B-A10B needs 81 GB in Ollama. Here is the hardware tier for each size.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/what-runs-gemma-4-31b/https://fitmymodel.com/guides/what-runs-gemma-4-31b/Gemma 4 31B is a 19–20 GB download in Ollama with a 256K context window. See the GPUs and systems that hold it.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/what-runs-deepseek-r1-32b/https://fitmymodel.com/guides/what-runs-deepseek-r1-32b/The DeepSeek-R1 32B distill is a 20 GB download in Ollama. See the 24–32 GB GPUs and unified-memory boxes that run it.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/what-runs-llama-3-1-8b-phi-4-qwen3-14b/https://fitmymodel.com/guides/what-runs-llama-3-1-8b-phi-4-qwen3-14b/Llama 3.1 8B (4.9 GB), Phi-4 (9.1 GB) and Qwen3 14B (9.3 GB) fit 12 GB GPUs. See the entry cards and systems that run them.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/flux-sdxl-which-gpu/https://fitmymodel.com/guides/flux-sdxl-which-gpu/SDXL runs on 8 GB of VRAM per Stability AI; FLUX.1 dev needs about 12 GB at FP8 (third-party estimate). Pick the GPU tier for image generation.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/guides/whisper-hardware/https://fitmymodel.com/guides/whisper-hardware/OpenAI lists about 10 GB of VRAM for Whisper large and about 6 GB for turbo. See the GPUs that run local transcription.Model guidesTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/clustering-nas/https://fitmymodel.com/clustering-nas/Networking for local AI only: 10 GbE switches and cards, USB4 links, a NAS for model files, and the llama.cpp RPC backend as a labeled experiment.Clustering & NASTue, 27 Oct 2026 11:00:00 -0500https://fitmymodel.com/how-we-test/https://fitmymodel.com/how-we-test/How FitMyModel picks hardware, how models get a tier and how install steps are sourced.AboutTue, 27 Oct 2026 11:00:00 -0500