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AI Model Cost vs Intelligence Index

@ArtificialAnlysX · Jul 31, 2026

AI Model Cost vs Intelligence Index

@ArtificialAnlys's scatter plot drew 572.8K views on X: 50x @artificialanlys's median post and #139 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

AI Model Cost vs Intelligence Index Scatter

XData Scatter plot DeepSeek V4 All DeepSeek models GPT-4 Claude 3 Llama 3Gemini 1.5MistralDeepSeek

@ArtificialAnlys: AI Model Cost vs Intelligence Index — Published by @ArtificialAnlys on X, Jul 31, 2026. Source: x.com

75/ 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.

#122 of 1,162 AI chart posts we hold · #16 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 lands in the Wide but thin quadrant, at #122 of 1,162 AI chart posts by score.

Its 573K views are 50x @ArtificialAnlys's median post of 11.4K, ranking #22 of 491 @ArtificialAnlys posts by views.

A score of 75 places it #122 of 1,162 AI chart posts and #16 of 491 @ArtificialAnlys posts.

It was #1 of 4 posts from this account that day, ahead of 67.9K, 17K and 15.7K.

50x@artificialanlys's median post

572.8K views, where @artificialanlys's typical post gets 11.4K.

26xthe median scatter plot post

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

4posts from @artificialanlys that day

Part of a run of 4 posts on Jul 31, 2026. This one was #1 of 4 by views that day.

bottom 36%engagement rate

0.57% 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 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 #122 of 1,162

Views	572.8K	#139	top 12%
Likes	2.7K	#106	top 9%
Engagement rate	0.57%	#746	bottom 36%
Save rate	0.076%	#587	bottom 50%

Among 491 @artificialanlys posts

Score #16 of 491

Views	572.8K	#22	top 4%
Likes	2.7K	#9	top 2%
Engagement rate	0.57%	#350	bottom 29%
Save rate	0.076%	#247	bottom 50%

Growth

Our reads cover 27 hours

Views572.8K

Age at our read74 days

Views per day of life7.7Kviews divided by days since it was posted

Gained between our reads+28views over 27 hours, about 25 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 31, 2026

@ArtificialAnlys scatter plots AI model cost against intelligence

A 6-model scatter on July 31, 2026 drew 573K views, 50x this account's median, with engagement below the AI chart median.

What happened

@ArtificialAnlys posted a scatter plot of AI model cost against the Artificial Analysis Intelligence Index on July 31, 2026. It was one of 4 posts from the account that day, alongside a GDPval-AA v2 Leaderboard and an AA-Omniscence Index and Accuracy post.

The numbers

It reached 573K views, #139 of 1,162 AI chart posts and #22 of 491 @ArtificialAnlys posts, against a median of 39.9K views among AI chart posts. Its score of 75 ranks #122 of 1,162 AI chart posts and #16 of 491 @ArtificialAnlys posts.

The lesson

A 6-model scatter drew 573K views, 50x this account's median, but its 0.076% save rate and 0.57% engagement rate sit below the AI chart median. The chart shows Intelligence Index values from 55 to 61, and the wide reach did not carry the save rate with it.

What it means

At #16 of 491 @ArtificialAnlys posts by score, this scatter sits well inside the account's own range, yet its 0.57% engagement rate is below the AI chart median. The 50x gap over the account's 11.4K median views shows reach and engagement moving apart on this post.

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

63 points read off this chart

Estimated from the image 54%

Series	Group	Value	Read
Intelligence Index (Bar Chart)	Claude Opus 4.5 (high)	61	printed
Intelligence Index (Bar Chart)	Claude Opus 4.5 (medium)	60	printed
Intelligence Index (Bar Chart)	Claude Opus 4.5 (low)	59	printed
Intelligence Index (Bar Chart)	Kimi K2 Thinking	57	printed
	Claude Opus 4.5 (high)	56	printed
Cost vs Intelligence (Scatter Plot)	Grok 4.5 (high)	55	printed
	Claude Opus 4.5 (medium)	54	printed
	Claude Opus 4.5 (low)	53	printed
Intelligence Index (Bar Chart)	Gemini 3.1 Pro (high)	50.5	printed
Intelligence Index (Bar Chart)	Gemini 3.1 Pro (medium)	50.5	printed
Intelligence Index (Bar Chart)	Gemini 3.1 Pro (low)	50.5	printed
	GPT-5.2 (high)	50	printed

Showing 12 of 63. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/0eb741fe0ca5.json
GET https://viral-chart.com/api/charts/0eb741fe0ca5.json
GET https://viral-chart.com/api/charts/0eb741fe0ca5.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 0eb741fe0ca5.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/0eb741fe0ca5`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/0eb741fe0ca5/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/0eb741fe0ca5/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/0eb741fe0ca5/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.