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a
@arenaX · Jun 4, 2026

Net Improvement vs. median cost per session

@arena's scatter plot drew 4.5K views on X: 0.1x its median post and #972 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

XDataScatter plotGPT-5All OpenAI modelsGLM 5.1DeepSeek V4 FlashGPT 5.5 (High)Claude Opus 4.7 (Thinking)GPT 5.4 (High)GPT 5.5Claude Sonnet 4.6Qwen 3.6 Plus
Published by @arena on X, Jun 4, 2026. Source: x.com
35/ 100

ViralChart score

Small but loved

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

#833 of 1,162 AI chart posts we hold · #187 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

The post sits in the Small but loved quadrant, with a score rank of #833 of 1,162 AI chart posts.

At 4.5K views, the post sits at 0.10x @arena's median of 46.2K, ranking #223 of 239 @arena posts.

Its 0.019 views per follower lands at the 11th percentile among posts with known followers, against a 0.20 median.

The 0.13% save rate beats the 0.076% median among AI chart posts, ranking #278 of 1,162 AI chart posts.

0.02views per follower

4.5K views from an account with 234.1K followers.

0.1x@arena's median post

4.5K views, where @arena's typical post gets 46.2K.

0.2xthe median scatter plot post

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

top 24%save rate

0.135% 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 #833 of 1,162

Views4.5K#972bottom 16%
Likes39#915bottom 21%
Engagement rate0.92%#379top 33%
Save rate0.135%#278top 24%

Among 239 @arena posts

Score #187 of 239

Views4.5K#223bottom 7%
Likes39#199bottom 17%
Engagement rate0.92%#61top 25%
Save rate0.135%#36top 15%

Growth

One read so far

Views4.5K
Age at our read130 days
Views per day of life34views 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 · Jun 4, 2026

@arena scatter plot on Net Improvement vs. median cost per session

A scatter plot of 8 models drew 4.5K views and a 0.92% engagement rate, with saves above the AI chart median.

What happened

@arena posted a scatter plot on Net Improvement vs. median cost per session on June 4, 2026. It was the account's only post that day.

The numbers

It reached 4.5K views, ranking #972 of 1,162 AI chart posts and #223 of 239 @arena posts. Its score rank is #833 of 1,162 AI chart posts.

The lesson

A 0.13% save rate, at the 76th percentile among AI chart posts, shows that a scatter plot of 8 models can earn saves even at 4.5K views. The 0.92% engagement rate sits above the reach that carried it.

What it means

For @arena, this post's 4.5K views fall to 0.10x the account's 46.2K median, while its save rate clears the AI chart median. The gap between saves and reach is the measured split.

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

  1. Agent Arena Leaderboard: Claude Fable 5 Ranked #1632.5K views
  2. Text-to-Video Leaderboard433.8K views
  3. Video Arena Gemini Omni Flash Ranking8.2K views
  4. Agent GPT-5.5 Arena Leaderboard46.7K views
  5. Agent GPT-5.5 (xHigh) Arena Leaderboard2.3K views
  6. Agent MiniMax M3 Leaderboard Ranked #1818.5K views

Data and API

15 points read off this chart

Estimated from the image 30%
SeriesGroupValueRead
DeepSeek V4, Flash-0.05 %estimated
Qwen 3.6 Plus-0.02 %estimated
GLM 5.10.03 %estimated
GPT 5.5 (High)0.08 %estimated
Claude Opus 4.7 (Thinking)0.07 %estimated
GPT 5.4 (High)0.06 %estimated
Claude Sonnet 4.60.05 %estimated
GPT 5.50.04 %estimated
Unlabeled Series 10 %estimated
Unlabeled Series 2-0.01 %estimated
Unlabeled Series 3-0.01 %estimated
Unlabeled Series 4-0.05 %estimated

Showing 12 of 15. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/060ab46c1e90.json
GET https://viral-chart.com/api/charts/060ab46c1e90.json
GET https://viral-chart.com/api/charts/060ab46c1e90.skill.md
Make one like thisOpen the post JSONChart data JSONSkill fileAPI 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 060ab46c1e90.

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 planAPI docs
PathReturnsPlan
GET/api/v1/charts/060ab46c1e90Title, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/060ab46c1e90/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/060ab46c1e90/render?view=1The draw-only view this page usesOpen
POST/mcpTool get_chart_data with this id, for Claude, Cursor and other agentsMax
curlMax
curl -s https://viral-chart.com/api/v1/charts/060ab46c1e90/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 Jun 4, 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.