Models
Qwen
Cross-Harness Generalization Performance

QwenX · May 21, 2026 · official

Cross-Harness Generalization Performance

Qwen's grouped bar chart drew 24.2K views on X: 0.1x its median post and #674 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Cross-harness generalization performance across QwenClawBench and CoWorkBench

XData Grouped bar chart Qwen3 All Qwen modelsClaude-Opus4.6Qwen3.6-PlusQwen3.7-Max

Qwen: Cross-Harness Generalization Performance — Published by Qwen on X, May 21, 2026. Source: x.com

37/ 100

ViralChart score

Quiet

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

#784 of 1,162 AI chart posts we hold · #50 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 Quiet quadrant, with a score rank of #784 of 1,162 AI chart posts.

At 24.2K views, this post sits at 0.09x Qwen's company median of 275K, ranking #45 of 55 Qwen posts.

Its 0.041% save rate lands at the 22nd percentile among AI chart posts, against a 0.076% median.

On May 21, 2026, Qwen posted 3 times, and this chart ranked #3 of 3 by views that day.

0.1xQwen's median post

24.2K views, where Qwen's typical post gets 275.3K.

0.08views per follower

24.2K views from an account with 296.6K followers.

0.3xthe median grouped bar chart post

Across 108 grouped bar chart posts we hold, the median gets 87.5K views.

3posts from Qwen that day

Part of a run of 3 posts on May 21, 2026. This one was #3 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 #784 of 1,162

Views	24.2K	#674	bottom 42%
Likes	134	#731	bottom 37%
Engagement rate	0.57%	#744	bottom 36%
Save rate	0.041%	#904	bottom 22%

Among 55 Qwen posts

Score #50 of 55

Views	24.2K	#45	bottom 19%
Likes	134	#47	bottom 15%
Engagement rate	0.57%	#33	bottom 41%
Save rate	0.041%	#54	bottom 3%

Growth

One read so far

Views24.2K

Age at our read144 days

Views per day of life168views divided by days since it was posted

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 cross-harness generalization chart with 3 models

A grouped bar chart on cross-harness generalization performance drew 24.2K views and a 0.57% engagement rate.

What happened

Qwen published a grouped bar chart on May 21, 2026, covering cross-harness generalization performance across QwenClawBench and CoWorkBench. That day the account posted 3 times, including an AI model benchmark performance comparison and an average ranking vs. environment scaling post.

The numbers

The post reached 24.2K views, ranking #674 of 1,162 AI chart posts and #45 of 55 Qwen posts by views. Its score rank is #784 of 1,162 AI chart posts.

The lesson

A 0.041% save rate, at the 22nd percentile among AI chart posts, shows this grouped bar chart was not kept for citation. The 0.076% median save rate among AI chart posts is the benchmark this chart fell below.

What it means

At #50 of 55 Qwen posts by score, this chart sits near the bottom of the account's own output. The 0.09x gap to Qwen's 275K company median views marks it as a low-reach post for this publisher.

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

12 points read off this chart

Estimated from the image 73%

Series	Group	Value	Read
Claude-Opus4.6	QwenClawBench	65.5 %	printed
Qwen3.6-Plus	QwenClawBench	57.2 %	printed
Qwen3.7-Max	QwenClawBench	64.3 %	printed
Qwen3.7-Max	QwenClawBench	68.5 %	estimated
Qwen3.7-Max	QwenClawBench	70.7 %	estimated
Claude-Opus4.6	CoWorkBench	68.2 %	printed
Qwen3.6-Plus	CoWorkBench	64.5 %	printed
Qwen3.7-Max	CoWorkBench	67.2 %	printed
Qwen3.7-Max	CoWorkBench	66 %	estimated
Qwen3.7-Max	CoWorkBench	68.3 %	estimated
Cross-Harness Group	QwenClawBench	68.5 %	estimated
Cross-Harness Group	CoWorkBench	66 %	estimated

Max plan · API

GET https://viral-chart.com/api/posts/a637e67eeaf3.json
GET https://viral-chart.com/api/charts/a637e67eeaf3.json
GET https://viral-chart.com/api/charts/a637e67eeaf3.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 a637e67eeaf3.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/a637e67eeaf3`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/a637e67eeaf3/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/a637e67eeaf3/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/a637e67eeaf3/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.