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AA-Briefcase Elo vs. Cost per Task

@ArtificialAnlysX · Jul 9, 2026

AA-Briefcase Elo vs. Cost per Task

@ArtificialAnlys's annotated chart drew 1.4M views on X: 120x @artificialanlys's median post and #87 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

XData Annotated chart Grok 4 All xAI modelsClaude Opus 4.5 (high)Claude Sonnet 4.5 (high)Claude 3.7 Sonnet (high)Gemini 3.1 Pro PreviewGPT-5.2 (high)Gemini 3.1 Flash

@ArtificialAnlys: AA-Briefcase Elo vs. Cost per Task — Published by @ArtificialAnlys on X, Jul 9, 2026. Source: x.com

57/ 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.

#501 of 1,162 AI chart posts we hold · #158 of 491 @artificialanlys 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 #501 of 1,162 AI chart posts.

Its 1.4M views are 120x the 11.4K median for @ArtificialAnlys posts, ranking #16 of 491 @ArtificialAnlys posts by views.

Engagement sits at 0.046%, the 1st percentile among AI chart posts and #1,153 of 1,162 AI chart posts.

It was #1 of 7 posts from this account that day, ahead of 6 other posts.

120x@artificialanlys's median post

1.4M views, where @artificialanlys's typical post gets 11.4K.

60xthe median annotated chart post

Across 62 annotated chart posts we hold, the median gets 22.8K views.

bottom 1%engagement rate

0.05% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

7posts from @artificialanlys that day

Part of a run of 7 posts on Jul 9, 2026. This one was #1 of 7 by views that day.

Public X numbers from our read on Oct 13, 2026. Peers: 1,162 AI chart posts we hold and 491 from @artificialanlys.

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 #501 of 1,162

Views	1.4M	#87	top 7%
Likes	516	#435	top 37%
Engagement rate	0.05%	#1,153	bottom 1%
Save rate	0.005%	#1,107	bottom 5%

Among 491 @artificialanlys posts

Score #158 of 491

Views	1.4M	#16	top 3%
Likes	516	#122	top 25%
Engagement rate	0.05%	#485	bottom 1%
Save rate	0.005%	#454	bottom 8%

Growth

Our reads cover 27 hours

Views1.4M

Age at our read96 days

Views per day of life14.3Kviews divided by days since it was posted

Gained between our reads+74views over 27 hours, about 66 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.

@artificialanlys'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 · Jul 9, 2026

@ArtificialAnlys posts AA-Briefcase Elo vs. Cost per Task chart

The annotated chart drew 1.4M views against a 39.9K median among AI chart posts, with engagement at 0.046%.

What happened

@ArtificialAnlys posted an annotated chart on July 9, 2026, titled AA-Briefcase Elo vs. Cost per Task. It was one of 7 posts from this account that day, alongside 6 other posts.

The numbers

The post reached 1.4M views, ranking #87 of 1,162 AI chart posts by views and #16 of 491 @ArtificialAnlys posts. Its score rank is #501 of 1,162 AI chart posts.

The lesson

At 0.046% engagement, this post sits in the bottom decile among AI chart posts, against a 0.73% median. The chart shows AA-Briefcase Elo values from 1563 to 1111.

What it means

For @ArtificialAnlys, the 1.4M views rank #16 of 491 @ArtificialAnlys posts, while the 0.046% engagement rate is below the account's own 0.82% median.

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

Updates: what @artificialanlys posted next

Data and API

42 points read off this chart

Estimated from the image 54%

Group	Value	Read
Claude Opus 4.5 (high)	1563	printed
Claude Opus 4.5 (low)	1380	estimated
Claude Sonnet 4.5 (high)	1372	printed
Grok 4.5 (high)	1328	printed
GLM-4.5 (high)	1261	printed
MiniMax-M3 (high)	1156	printed
Nebius-M3 (high)	1111	printed
Claude Opus 4.1 (high)	932	estimated
OpenAI o3 (high)	907	estimated
OpenAI o4-mini (high)	872	estimated
Gemini 3.1 Pro Preview (high)	870	estimated
Grok 4.1 (high)	866	estimated

Showing 12 of 42. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/e6ffb98277e1.json
GET https://viral-chart.com/api/charts/e6ffb98277e1.json
GET https://viral-chart.com/api/charts/e6ffb98277e1.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 e6ffb98277e1.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/e6ffb98277e1`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/e6ffb98277e1/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/e6ffb98277e1/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/e6ffb98277e1/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.