Plain-language provider view: what this company is strongest at, how many active models it has, what pricing we can verify, and which current models matter most.
12
Models
—
Top Rank
—
Avg Capability
36.6K
Downloads
119
Likes
12
Open Models
Pricing Posture
0 / 12 models have official company pricing
This tells you how often we can verify direct first-party pricing instead of only broker or router pricing.
Lowest Verified Entry
Free/M
The lowest reliable public price we could verify across this provider's active lineup.
Strategic Strength
LLMs
Huihui-Qwen3-VL-4B-Instruct-abliterated-GGUF leads current estimated value at ---.
Deployment Reach
5 / 12 models have verified deploy or runtime access
5 on your computer · 0 cloud servers you control · 3 hosted for you
Open weights do not always mean easy hosted access. For noctrex, they usually mean you bring the hardware yourself or rent a cloud GPU when the models are larger.
Most open models here can run on your own hardware.
12 easy personal-hardware fits · 0 desktop GPU fits · 0 cloud GPU fits · 0 high-memory cloud fits
| # | Model | Category | Params | Capability | Downloads | Cheapest Verified | Est. Value | Open |
|---|---|---|---|---|---|---|---|---|
| — | Huihui-Qwen3-VL-4B-Instruct-abliterated-GGUF | Multimodal |
| 4B |
| — |
| 28.9K |
Price not verified View Plan |
| --- |
| — | DFM-Mimir | LLMs | Unknown | — | 1.5K | Free Free | --- |
| — | Qwen3.6-35B-A3B-uncensored-heretic-MXFP4_MOE-GGUF | Multimodal | 35B | — | 1.1K | Price not verified View Plan | --- |
| — | gemma-4-26B-A4B-it-MXFP4_MOE-GGUF | Multimodal | 26B | — | 4.1K | Free Free | --- |
| — | Qwen3-Coder-Next-MXFP4_MOE-GGUF | LLMs | Unknown | — | 346 | Price not verified View Plan | --- |
| — | GLM-4.7-Flash-MXFP4_MOE-GGUF | LLMs | Unknown | — | 235 | Free Free | --- |
| — | Ling-3.0-tiny-MXFP4_MOE-GGUF | LLMs | Unknown | — | 0 | Free Free | --- |
| — | Ling-Coder-lite-MXFP4_MOE-GGUF | LLMs | Unknown | — | 0 | Free Free | --- |
| — | Nemotron-3-Nano-30B-A3B-MXFP4_MOE-GGUF | LLMs | 30B | — | 0 | Price not verified View Plan | --- |
| — | Huihui-Qwen3-VL-4B-Instruct-abliterated-i1-GGUF | Multimodal | 4B | — | 0 | Price not verified View Plan | --- |
| — | gemma-4-26B-A4B-it-uncensored-heretic-MXFP4_MOE-GGUF | Multimodal | 26B | — | 0 | Free Free | --- |
| — | LightOnOCR-2-1B-bbox-soup-GGUF | Vision | 1B | — | 480 | Free Free | --- |