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#141 on the radar · Vision

ThinkingCap-Qwen3.8-27B-GGUF

bottlecapai · image-text-to-text
FreshFresh (<14d)Vision
▲ 42Trending score
6.3kDownloads
♥ 47Likes
1 day agoLast updated
#141of 150 tracked models
top 94% by trending score
Model IDbottlecapai/ThinkingCap-Qwen3.8-27B-GGUF
Authorbottlecapai
Taskimage-text-to-text
CategoryVision
Licenseother
Trending score42
Downloads6,341
Likes47
Radar rank#141
HealthFresh (<14d)
Freshness1 day ago (1.0 days)
Last modified2026-09-25T12:47:58.000Z

ThinkingCap-Qwen3.8-27B-GGUF is a image-text-to-text model in the Vision category, published by bottlecapai. These figures are Hugging Face's own signals — downloads, likes and trending score — captured by Model Radar and refreshed daily. For weights, model card and usage, open it on Hugging Face.

Surge analysis

why it's on the radar

Hugging Face publishes a single trending score; it doesn't expose the formula. So Model Radar reads the surge from the four public signals that move with it — momentum, adoption, community and recency — each normalized against the tracked field, then weighted into a 0–100 composite. The weights are ours, and shown below. No hidden inputs.

53Radar surge index / 100
Momentum 46 / 100 · 45% weight
HF trending score 42, log-scaled vs the field's peak of 3297.
Adoption 52 / 100 · 25% weight
6.3k downloads, log-scaled vs the field's peak.
Community 40 / 100 · 18% weight
47 likes, log-scaled vs the field's peak.
Recency 97 / 100 · 12% weight
Last updated 1 day ago — newer weights higher.

Radar position over time

movement

Where ThinkingCap-Qwen3.8-27B-GGUF sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#141Current rank
#141Best rank
NEWSince prior run

In context

vs. category peers

How this model stacks up against the other 39 Vision models on the radar. The filled bar is this model; the tick is the category-peer median. Downloads and likes use a log scale (they span orders of magnitude).

Trending score▲ 42 · peer median ▲ 76
Downloads6.3k · peer median 189k
Likes♥ 47 · peer median ♥ 826
Freshness1 day ago · peer median 8 days ago

Bars are normalized against the most extreme model in the whole radar, so a near-full bar means category-leading. Peer median = the middle model of the 39 in this category.

Recency

last update

Where this model's last update lands on a freshness scale — fresh (<14d), recent (14–60d), or older.

updated 1 day ago
today14d60d1y+

Category peers

Vision · 39 models

Other Vision models ranked near this one — click through to compare.

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rank badge

Show your live Model Radar rank in your README — it updates daily and links back here.

Model Radar rank badge for ThinkingCap-Qwen3.8-27B-GGUF

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/bottlecapai-thinkingcap-qwen3-8-27b-gguf.svg)](https://modelradar.kymatalabs.com/m/bottlecapai-thinkingcap-qwen3-8-27b-gguf/)
<a href="https://modelradar.kymatalabs.com/m/bottlecapai-thinkingcap-qwen3-8-27b-gguf/"><img src="https://modelradar.kymatalabs.com/badge/bottlecapai-thinkingcap-qwen3-8-27b-gguf.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

Go straight to the source — everything here links back to Hugging Face.