The model directory

Find a model that fits the machine you have.

AI Price Desk lists open models with the license, the size, and a plain estimate of whether the weights fit your GPU, your Mac, or a machine you rent. The estimate is arithmetic. It is not a test we ran.

Newest records in the directory

Sorted by repository age on Hugging Face. A high freshness score means the repository is young. It does not mean the model is better.

Textprism-ml

Ternary-Bonsai-2-27B-gguf

Prism ML's ternary Bonsai 2 pack, about a 27B-class model stored as GGUF. A normal 4-bit estimate would misstate these packed weights, so this page uses the repository's published storage only. The publisher's own runtime notes are the ones to follow.

84Freshness / 100
86Popularity / 100
—Parameters

Smallest pack we can size: Smallest published GGUF · 7.9 GB, including the allowance.

Textdeepseek-ai

DeepSeek-V4.1-Flash

DeepSeek V4.1 Flash. The public record classes it as image-and-text. The fit estimate uses that larger allowance.

82Freshness / 100
87Popularity / 100
763.21BParameters

Smallest pack we can size: Q4 estimate · 425.8 GB, including the allowance.

Textzai-org

GLM-5.3-Flash

Z.ai's GLM-5.3 Flash. The public record classes the repository as image-and-text. Check the license on the card before commercial use.

77Freshness / 100
92Popularity / 100
321.32BParameters

Smallest pack we can size: Q4 estimate · 182.7 GB, including the allowance.

TextQwen

Qwen3.8-27B

Qwen's 27B-class vision-and-text model. The 4-bit estimate is the pack to read first. The full-weight repo is a different, larger download.

71Freshness / 100
96Popularity / 100
27.78BParameters

Smallest pack we can size: Q4 estimate · 19.8 GB, including the allowance.

Textdeepseek-ai

DeepSeek-V4-Flash-0731

DeepSeek's V4 Flash checkpoint dated in the repository name. Treat the size on the public record as the size. Do not assume a small active-parameter figure unless that record states one.

70Freshness / 100
89Popularity / 100
304.18BParameters

Smallest pack we can size: Q4 estimate · 171.3 GB, including the allowance.

VideoMiniMaxAI

MiniMax-H3

MiniMax H3, published for image, text, and video. The parameter count on a model this large usually means a rented multi-GPU machine. Read the community license before you use the outputs.

69Freshness / 100
93Popularity / 100
33.12BParameters

Smallest pack we can size: FP8 estimate · 41.1 GB, including the allowance.

All 44 models

On hardware you own

Save a GPU, a Mac, or a CPU-only machine in this browser. Each model then gets a fit mark for that memory. The mark stays on the machine. Nothing is uploaded.

Choose your machine

When it does not fit

A rented GPU is a machine you do not own, for the hour you need it. This desk does not quote a rental price. Prices move, and the provider's page is the price.

See the memory classes

What a number on this site is

Freshness is how old the repository is. It starts at 100 and halves every 180 days.

Popularity is the download count and the like count Hugging Face publishes. It is attention, not quality.

The formulas, including the fit bands

This directory is assembled from public model records. Freshness is age. Popularity is downloads and likes. A fit figure is an estimate from a parameter count or from a published file size, not a run on our hardware. How the numbers are made. AI disclosure.