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Pareto Frontier for Frontend Code

@arenaX · Aug 3, 2026

Pareto Frontier for Frontend Code

@arena's scatter plot drew 460.2K views on X: 10.0x its median post and #159 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

XData Scatter plot Qwen3 Max All Qwen modelsclaude-opus-5-maxqwen3.8-maxkimi-k3-maxdeepseek-v4-flash-highglm-5.2-maxlaguna-xs.2granite-4.1-8bIBM

@arena: Pareto Frontier for Frontend Code — Published by @arena on X, Aug 3, 2026. Source: x.com

72/ 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.

#183 of 1,162 AI chart posts we hold · #23 of 239 @arena 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 Wide but thin quadrant, at #183 of 1,162 AI chart posts by score.

Its 460K views sit 10x above @arena's median post at 46.2K, ranking #24 of 239 @arena posts by views.

At 1.97 views per follower against a 0.20 median across posts with known followers, it lands in the 85th percentile.

A score of 72 puts it at #183 of 1,162 AI chart posts and #23 of 239 @arena posts.

10.0x@arena's median post

460.2K views, where @arena's typical post gets 46.2K.

21xthe median scatter plot post

Across 187 scatter plot posts we hold, the median gets 22.4K views.

4posts from @arena that day

Part of a run of 4 posts on Aug 3, 2026. This one was #2 of 4 by views that day.

bottom 28%engagement rate

0.50% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

Public X numbers from our read on Oct 13, 2026. Peers: 1,162 AI chart posts we hold and 239 from @arena.

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 #183 of 1,162

Views	460.2K	#159	top 14%
Likes	2K	#157	top 13%
Engagement rate	0.50%	#839	bottom 28%
Save rate	0.073%	#607	bottom 48%

Among 239 @arena posts

Score #23 of 239

Views	460.2K	#24	top 10%
Likes	2K	#18	top 7%
Engagement rate	0.50%	#170	bottom 29%
Save rate	0.073%	#137	bottom 43%

Growth

Our reads cover 27 hours

Views460.2K

Age at our read72 days

Views per day of life6.4Kviews divided by days since it was posted

Gained between our reads+15views over 27 hours, about 13 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.

@arena'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 · Aug 3, 2026

@arena posts Pareto Frontier for Frontend Code scatter plot

The August 3, 2026 scatter plot drew 460K views and 2K likes, with a 0.50% engagement rate and a 0.073% save rate.

What happened

@arena published a scatter plot on the Pareto Frontier for Frontend Code on August 3, 2026, with 8 models shown. It was one of 4 posts from the account that day, alongside Frontend3 Code Leaderboard Rankings, Qwen3.8-Max Ranks #2 and Text Arena Leaderboard Rankings.

The numbers

It reached 460K views, #159 of 1,162 AI chart posts by views and #24 of 239 @arena posts. Its score of 72 ranks #183 of 1,162 AI chart posts and #23 of 239 @arena posts.

The lesson

A scatter plot with 8 models shown drew 460K views but a 0.073% save rate. The chart shows Arena Score values from 1200 to 1700, and the saves stayed low against the 0.50% engagement rate.

What it means

At 10x @arena's median views of 46.2K, this post travelled far, yet its 0.073% save rate sits under the engagement the score of 72 reflects. For @arena's chart posts, the gap between 460K views and the #183 of 1,162 AI chart posts score rank is the measured spread.

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

Updates: what @arena posted next

Data and API

7 points read off this chart

Estimated from the image 30%

Group	Value	Read
claude-opus-5-max	1700	printed
kimi-k3-max	1650	printed
qwen3.8-max	1600	printed
deepseek-v4-flash-high	1550	printed
laguna-xs.2	1300	printed
granite-4.1-8b	1200	printed
IBM	1150	estimated

Max plan · API

GET https://viral-chart.com/api/posts/bef876bc2483.json
GET https://viral-chart.com/api/charts/bef876bc2483.json
GET https://viral-chart.com/api/charts/bef876bc2483.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 bef876bc2483.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.30 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/bef876bc2483`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/bef876bc2483/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/bef876bc2483/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/bef876bc2483/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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