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Qwen-Image-2.1 vs Open Weights Editing Frontier

@ArtificialAnlysX · Oct 1, 2026

Qwen-Image-2.1 vs Open Weights Editing Frontier

@ArtificialAnlys's annotated chart drew 4.6K views on X: 0.4x @artificialanlys's median post and #968 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

Qwen-Image-2.1 Gap to Open Weights Editing Action Frontier

XData Annotated chart Qwen-Image All Qwen modelsQwen-Image-2.1HunyuanImage 3.0 InstructOpen weights frontier

@ArtificialAnlys: Qwen-Image-2.1 vs Open Weights Editing Frontier — Published by @ArtificialAnlys on X, Oct 1, 2026. Source: x.com

28/ 100

ViralChart score

Quiet

Fewer views and a lower engagement rate than the median post.

#950 of 1,162 AI chart posts we hold · #336 of 491 @artificialanlys posts. Score = views 40%, likes 30%, engagement rate 15%, save rate 15%, each as a percentile of every AI chart post we hold.

Our read

It sits in the Quiet quadrant, at #950 of 1,162 AI chart posts.

Its #5 of 11 rank by views that day is level with the account's other posts from October 1, 2026.

The score of 28 sits at #950 of 1,162 AI chart posts, below the median.

The post carries 4 charts, and every chart shares the post's numbers.

4charts in this one post

The numbers belong to the post, so every chart in it shares them and it is ranked once.

11posts from @artificialanlys that day

Part of a run of 11 posts on Oct 1, 2026. This one was #5 of 11 by views that day.

0.2xthe median annotated chart post

Across 62 annotated chart posts we hold, the median gets 22.8K views.

0.4x@artificialanlys's median post

4.6K views, where @artificialanlys's typical post gets 11.4K.

Public X numbers from our read on Oct 13, 2026. Peers: 1,162 AI chart posts we hold and 491 from @artificialanlys.

Where it sits

Reach against resonance

Each dot is a post. Right is more views, up is a higher engagement rate. The lines are the medians, so the four corners are the four kinds of post.

Among 1,162 AI chart posts we hold

Score #950 of 1,162

Views	4.6K	#968	bottom 17%
Likes	23	#994	bottom 14%
Engagement rate	0.58%	#732	bottom 37%
Save rate	0.130%	#293	top 25%

Among 491 @artificialanlys posts

Score #336 of 491

Views	4.6K	#348	bottom 29%
Likes	23	#367	bottom 25%
Engagement rate	0.58%	#343	bottom 30%
Save rate	0.130%	#148	top 30%

Growth

Our reads cover 21 hours

Views4.6K

Age at our read12 days

Views per day of life392views divided by days since it was posted

Gained between our reads+23views over 21 hours, about 26 a day now

Dots are our reads. The dotted line from the day it was posted to our first read is a gap, not data.

@artificialanlys's posts over time

Every post from this account we hold, by date and views. This one is marked; the line is the running median of the last 10.

News · Oct 1, 2026

@ArtificialAnlys maps Qwen-Image-2.1 gaps to the open weights editing frontier

An annotated chart with 4 charts and 3 models shown drew 4.6K views and a 0.58% engagement rate.

What happened

On October 1, 2026, @ArtificialAnlys posted an annotated chart on Qwen-Image-2.1 versus the open weights editing frontier. It came with 3 other charts in the post and 10 other posts from the account that day.

The numbers

It reached 4.6K views, #968 of 1,162 AI chart posts, against a median of 39.9K views among AI chart posts. Its score of 28 ranks #950 of 1,162 AI chart posts and #336 of 491 @ArtificialAnlys posts.

The lesson

A 4-chart post with 3 models shown drew 4.6K views and a 0.13% save rate: the chart shows gaps from 0 to -72, and the printed values are what a chart maker can keep.

What it means

At #336 of 491 @ArtificialAnlys posts, this chart post sits below the account's own median, and its 4.6K views against a 39.9K median among AI chart posts show the gap for this publisher's charting.

Written by ViralChart from public numbers read on Oct 13, 2026. Every number is checked against our data before it is shown.

Updates: what @artificialanlys posted next

Data and API

21 points read off this chart

Estimated from the image 69%

Series	Group	Value	Read
Qwen-Image-2.1	Composition & Framing	0	printed
Qwen-Image-2.1	Enhancement & Restoration	-16	printed
Qwen-Image-2.1	Identity Preserving Edit	-72	printed
Qwen-Image-2.1	Object-Level Edit	-22	printed
Qwen-Image-2.1	Reasoning-Based Edit	0	printed
Qwen-Image-2.1	Scene & Style Edit	-20	printed
Qwen-Image-2.1	Text or Symbol Edits	0	printed
HunyuanImage 3.0 Instruct	Composition & Framing	-75	estimated
HunyuanImage 3.0 Instruct	Enhancement & Restoration	-75	estimated
HunyuanImage 3.0 Instruct	Identity Preserving Edit	-75	estimated
HunyuanImage 3.0 Instruct	Object-Level Edit	-75	estimated
HunyuanImage 3.0 Instruct	Reasoning-Based Edit	-75	estimated

Showing 12 of 21. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/54187d5495e9.json
GET https://viral-chart.com/api/charts/54187d5495e9.json
GET https://viral-chart.com/api/charts/54187d5495e9.skill.md

Make one like this Open the post JSON Chart data JSON Skill file API docs

Static files in this prototype. The post JSON holds the public numbers, ranks, score, quadrant, our reads and, when checked, our copy.

API · Max

Use this chart via API

On the Max plan you can pull this chart's numbers with the provenance of each one, as JSON or CSV, with its redraw spec, or call it from an agent over MCP. Chart id 54187d5495e9.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/54187d5495e9`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/54187d5495e9/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/54187d5495e9/render?view=1`	The draw-only view this page uses	Open
POST	`/mcp`	Tool get_chart_data with this id, for Claude, Cursor and other agents	Max

curlMax

curl -s https://viral-chart.com/api/v1/charts/54187d5495e9/data \
  -H "Authorization: Bearer $VIRALCHART_KEY"

Claude CodeMax

claude mcp add --transport http viralchart https://viral-chart.com/mcp \
  --header "Authorization: Bearer $VIRALCHART_KEY"

60 requests a minute per key; over that you get 429 with Retry-After. Up to 5 keys per account, made on your account page and shown once. Without Max, the data route answers 402 with a link to the plans. The numbers describe a chart its publisher owns, and every file carries a license note.

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Questions people ask

Where does this chart come from?

@ArtificialAnlys published it on Oct 1, 2026 on X (x.com). We keep it here, with the publisher and date credited as text, so you can study it without leaving.

Can I make a chart like this?

Use the format, not the picture. Open its data page and use Make one like this: it starts from this chart's numbers and takes yours.