Models
Qwen
Average Ranking vs. Environment Scaling

QwenX · May 21, 2026 · official

Average Ranking vs. Environment Scaling

Qwen's small multiples drew 68.2K views on X: 0.2x its median post and #459 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Average ranking improves with more training environments across benchmarks

XData Small multiples Qwen3 All Qwen modelsClaude-4.6-Opus-MaxDeepSeek-V4-Pro-MaxGLM-5.1-ThinkingKimi-K2.6-ThinkingQwen3.6-Plus-ThinkingQwen3.7-Max-Thinking

Qwen: Average Ranking vs. Environment Scaling — Published by Qwen on X, May 21, 2026. Source: x.com

43/ 100

ViralChart score

Wide but thin

More views than the median post but a lower engagement rate: many saw it, few acted. Common for big accounts.

#715 of 1,162 AI chart posts we hold · #47 of 55 Qwen 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

The post sits in the Wide but thin quadrant, with a score rank of #715 of 1,162 AI chart posts.

Its 68.2K views sit at 0.25x Qwen's 275K median, ranking #40 of 55 Qwen posts.

Engagement lands at 0.35%, 0.48x the 0.73% median among AI chart posts, the 14th percentile.

The post was one of 3 from this account that day, ranking #2 of 3 by views.

0.2xQwen's median post

68.2K views, where Qwen's typical post gets 275.3K.

0.23views per follower

68.2K views from an account with 296.6K followers.

bottom 14%engagement rate

0.35% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

3posts from Qwen that day

Part of a run of 3 posts on May 21, 2026. This one was #2 of 3 by views that day.

Public X numbers from our read on Oct 12, 2026. Peers: 1,162 AI chart posts we hold and 55 from Qwen.

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 #715 of 1,162

Views	68.2K	#459	top 39%
Likes	222	#627	bottom 46%
Engagement rate	0.35%	#1,005	bottom 14%
Save rate	0.041%	#907	bottom 22%

Among 55 Qwen posts

Score #47 of 55

Views	68.2K	#40	bottom 28%
Likes	222	#42	bottom 25%
Engagement rate	0.35%	#49	bottom 12%
Save rate	0.041%	#55	bottom 1%

Growth

Our reads cover 6 hours

Views68.2K

Age at our read144 days

Views per day of life472views divided by days since it was posted

Gained between our reads+0views over 6 hours, about 0 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.

Qwen'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 · May 21, 2026

Qwen posts small multiples on ranking vs environment scaling

The chart shows average ranking against training environments, with 68.2K views and a 0.35% engagement rate.

What happened

Qwen published a small multiples chart on May 21, 2026, titled Average Ranking vs. Environment Scaling. It was one of 3 posts from the account that day, alongside AI Model Benchmark Performance Comparison and Cross-Harness Generalization Performance.

The numbers

The post reached 68.2K views, ranking #459 of 1,162 AI chart posts and #40 of 55 Qwen posts. Its score rank is #715 of 1,162 AI chart posts.

The lesson

A 6-model small multiples chart drew 68.2K views, 0.25x Qwen's 275K median, with a 0.041% save rate. The 0.35% engagement rate sits at 0.48x the 0.73% median among AI chart posts.

What it means

At #47 of 55 Qwen posts by score, this chart trails the account's own 275K median views. The 0.48x gap to the 0.73% AI chart median engagement rate marks it as wide but thin.

Written by ViralChart from public numbers read on Oct 12, 2026. Every number is checked against our data before it is shown.

Updates: what Qwen posted next

Data and API

14 points read off this chart

Estimated from the image 37%

Group	Value	Read
0	9.2	estimated
1000	8	estimated
2000	6	estimated
3000	5.2	estimated
4000	4.5	estimated
5000	4	estimated
6000	3.5	estimated
7000	3	estimated
8000	2	estimated
Qwen3.6-Plus-Thinking	9.2	printed
Kimi-K2.6-Thinking	7.5	printed
GLM-5.1-Thinking	6	printed

Showing 12 of 14. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/26dedee2c41a.json
GET https://viral-chart.com/api/charts/26dedee2c41a.json
GET https://viral-chart.com/api/charts/26dedee2c41a.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 26dedee2c41a.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.37 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/26dedee2c41a`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/26dedee2c41a/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/26dedee2c41a/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/26dedee2c41a/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?

Qwen published it on May 21, 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.