Models
OpenAI
Pareto frontier for image-to-webdev

@arenaX · Sep 15, 2026

Pareto frontier for image-to-webdev

@arena's scatter plot drew 39.4K views on X: 0.9x its median post and #587 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Pareto frontier shows gpt-6-astra-max leading in score and price tradeoff.

XData Scatter plot GPT-5.6 All OpenAI modelsgpt-6-astra-maxclaude-opus-5-maxmuse-spark-1.3-maxglm-5.3-flash

@arena: Pareto frontier for image-to-webdev — Published by @arena on X, Sep 15, 2026. Source: x.com

60/ 100

ViralChart score

Small but loved

Fewer views than the median post but a higher engagement rate: a smaller crowd that acted on it.

#456 of 1,162 AI chart posts we hold · #87 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

Small but loved quadrant, score rank #456 of 1,162 AI chart posts.

Engagement rate is 1.12%, 1.5x the AI median of 0.73%, ranking #241 of 1,162 AI chart posts.

The post contains 2 charts, a level factor, with every chart sharing the post's numbers.

Score is 60, ranking #456 of 1,162 AI chart posts and #87 of 239 @arena posts.

0.17views per follower

39.4K views from an account with 234.1K followers.

2charts in this one post

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

top 21%engagement rate

1.12% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

top 23%save rate

0.137% of viewers bookmarked it to come back to. The median post gets 0.076%.

Public X numbers from our read on Oct 12, 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 #456 of 1,162

Views	39.4K	#587	bottom 50%
Likes	391	#506	top 44%
Engagement rate	1.12%	#241	top 21%
Save rate	0.137%	#266	top 23%

Among 239 @arena posts

Score #87 of 239

Views	39.4K	#133	bottom 45%
Likes	391	#111	top 46%
Engagement rate	1.12%	#33	top 14%
Save rate	0.137%	#31	top 13%

Growth

One read so far

Views39.4K

Age at our read27 days

Views per day of life1.5Kviews 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.

@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 · Sep 15, 2026

@arena Pareto frontier scatter plot scores 60

A 2-chart post on image-to-webdev Pareto frontier, with 39.4K views and 1.12% engagement.

What happened

On September 15, 2026, @arena posted a scatter plot on Pareto frontier for image-to-webdev, with 2 charts and 4 models. No other posts from the account that day.

The numbers

Views 39.4K, likes 391, engagement 1.12%, save rate 0.14%, views per day 1.5K. Score 60, rank #456 of 1,162 AI chart posts, #87 of 239 @arena posts.

The lesson

A 1.12% engagement rate, 1.5x the AI median, lifts this post to #241 of 1,162. The 0.14% save rate is below the 0.73% median engagement.

What it means

For @arena, this post ranks #87 of 239, above its own median engagement of 0.68%. Multi-chart posts can hold attention without top views.

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

Updates: what @arena posted next

Data and API

10 points read off this chart

Estimated from the image 50%

Series	Group	Value	Read
gpt-6-astra-max	gpt-6-astra-max	1733	printed
claude-opus-5-max	claude-opus-5-max	1660	estimated
muse-spark-1.3-max	muse-spark-1.3-max	1645	printed
glm-5.3-flash	glm-5.3-flash	1588	printed
unlabeled points	unlabeled	1620	estimated
unlabeled points	unlabeled	1600	estimated
unlabeled points	unlabeled	1640	estimated
unlabeled points	unlabeled	1620	estimated
unlabeled points	unlabeled	1600	estimated
unlabeled points	unlabeled	1580	estimated

Max plan · API

GET https://viral-chart.com/api/posts/edd552637eb3.json
GET https://viral-chart.com/api/charts/edd552637eb3.json
GET https://viral-chart.com/api/charts/edd552637eb3.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 edd552637eb3.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/edd552637eb3`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/edd552637eb3/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/edd552637eb3/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/edd552637eb3/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?

@arena published it on Sep 15, 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.