Models
Anthropic
All-pass Rate vs. Output Tokens per Task

@ArtificialAnlysX · Jul 7, 2026

All-pass Rate vs. Output Tokens per Task

@ArtificialAnlys's scatter plot drew 1.1K views on X: 0.1x @artificialanlys's median post and #1,126 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Most attractive quadrant

XData Scatter plot Claude Fable 5 All Anthropic models Claude Sonnet 5 DeepSeek V4 Pro DeepSeek V4 Flash Kimi K2.7 CodeGemini 3.1 Flash-LiteGemini 3.1 Pro PreviewGemini 4.0

@ArtificialAnlys: All-pass Rate vs. Output Tokens per Task — Published by @ArtificialAnlys on X, Jul 7, 2026. Source: x.com

24/ 100

ViralChart score

Small but loved

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

#1,021 of 1,162 AI chart posts we hold · #385 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 Small but loved quadrant at #1,021 of 1,162 AI chart posts.

Its aperçu 1.1K views sit at 0.09x @ArtificialAnlys's median post, #467 of 491 @ArtificialAnlys posts.

The score of 24 places it #1,021 of 1,162 AI chart posts.

Engagement runs at 1.23%, 1.7x the 0.73% median among AI chart posts, 85th percentile.

0.1x@artificialanlys's median post

1.1K views, where @artificialanlys's typical post gets 11.4K.

0.0xthe median scatter plot post

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

6posts from @artificialanlys that day

Part of a run of 6 posts on Jul 7, 2026. This one was #4 of 6 by views that day.

top 15%engagement rate

1.23% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

Public X numbers from our read on Oct 12, 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 #1,021 of 1,162

Views	1.1K	#1,126	bottom 3%
Likes	11	#1,109	bottom 5%
Engagement rate	1.23%	#178	top 15%
Save rate	0.095%	#465	top 40%

Among 491 @artificialanlys posts

Score #385 of 491

Views	1.1K	#467	bottom 5%
Likes	11	#449	bottom 9%
Engagement rate	1.23%	#92	top 19%
Save rate	0.095%	#205	top 42%

Growth

One read so far

Views1.1K

Age at our read97 days

Views per day of life11views 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.

@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 7, 2026

@ArtificialAnlys scatter plot: All-pass Rate vs. Output Tokens per Task

A 30-model scatter plot from @ArtificialAnlys drew 1.1K views and 1.23% engagement, landing in the Small but loved quadrant.

What happened

@ArtificialAnlys posted a scatter plot on All-pass Rate vs. Output Tokens per Task on July 7, 2026, showing 30 models. It was one of 6 posts from the account that day, alongside 5 others including a Legal Index chart at 4.1K views.

The numbers

It reached 1.1K views, #1,126 of 1,162 AI chart posts and #467 of 491 @ArtificialAnlys posts. Its score of 24 ranks #1,021 of 1,162 AI chart posts and #385 of 491 @ArtificialAnlys posts.

The lesson

A 30-model scatter plot drew 1.1K views, 0.09x @ArtificialAnlys's median post, while its 1.23% engagement rate ran 1.7x the 0.73% median among AI chart posts. The chart type and model count did not travel at the rate the engagement did.

What it means

At #385 of 491 @ArtificialAnlys posts, this scatter plot sits below the account's own median views of 11.4K. The 1.23% engagement rate against the 0.73% median among AI chart posts shows the gap between views and engagement for this publisher's chart posts.

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

Updates: what @artificialanlys posted next

Data and API

29 points read off this chart

Estimated from the image 50%

Series	Group	Value	Read
OpenAI	GPT-5.5 (xhigh)	5.5 Output Tokens per Task / %	estimated
OpenAI	GPT-5 (xhigh)	4.5 Output Tokens per Task / %	estimated
OpenAI	GPT-oss-120b (high)	0.5 Output Tokens per Task / %	estimated
Google	Gemini 3.1 Flash-Lite	0.5 Output Tokens per Task / %	estimated
Google	Gemini 3.1 Pro Preview	0.5 Output Tokens per Task / %	estimated
Google	Gemini 4.0	0.5 Output Tokens per Task / %	estimated
Google	Gemini 3.5 Flash	3.5 Output Tokens per Task / %	estimated
Google	Gemini 3.5 Pro	4 Output Tokens per Task / %	estimated
Anthropic	Claude Sonnet 4.5 (Non-reasoning)	3.5 Output Tokens per Task / %	estimated
Anthropic	Claude Sonnet 4.5	4 Output Tokens per Task / %	estimated
Anthropic	Claude Opus 4.5 (max)	9.5 Output Tokens per Task / %	estimated
Anthropic	Claude Sonnet 4.5 (max)	5 Output Tokens per Task / %	estimated

Showing 12 of 29. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/849b18886789.json
GET https://viral-chart.com/api/charts/849b18886789.json
GET https://viral-chart.com/api/charts/849b18886789.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 849b18886789.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/849b18886789`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/849b18886789/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/849b18886789/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/849b18886789/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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