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Intelligence vs. Cost to Run AI Models

@ArtificialAnlysX · Sep 19, 2025

Intelligence vs. Cost to Run AI Models

@ArtificialAnlys's scatter plot drew 732.4K views on X: 64x @artificialanlys's median post and #119 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

Most attractive quadrant for AI intelligence vs cost

XData Scatter plot Gemini 2 All Google models Grok 4 Gemini 2.5 Pro Gemini 2.5 Flash Grok 4 Fast Llama 4 MaverickAlibabaAnthropicDeepSeek

@ArtificialAnlys: Intelligence vs. Cost to Run AI Models — Published by @ArtificialAnlys on X, Sep 19, 2025. Source: x.com

72/ 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.

#182 of 1,162 AI chart posts we hold · #42 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

It sits in the Wide but thin quadrant, at #182 of 1,162 AI chart posts.

Its 732K views sit 64x @ArtificialAnlys's median post of 11.4K, at #17 of 491 @ArtificialAnlys posts.

The score of 72 lands at #182 of 1,162 AI chart posts and #42 of 491 @ArtificialAnlys posts.

Engagement of 0.38% sits at the 16th percentile among AI chart posts, against a 0.73% median.

64x@artificialanlys's median post

732.4K views, where @artificialanlys's typical post gets 11.4K.

29xthe median scatter plot post

Across 241 scatter plot posts we hold, the median gets 25.6K views.

2charts in this one post

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

bottom 16%engagement rate

0.38% 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 #182 of 1,162

Views	732.4K	#119	top 10%
Likes	2.3K	#132	top 11%
Engagement rate	0.38%	#974	bottom 16%
Save rate	0.068%	#643	bottom 45%

Among 491 @artificialanlys posts

Score #42 of 491

Views	732.4K	#17	top 3%
Likes	2.3K	#16	top 3%
Engagement rate	0.38%	#434	bottom 12%
Save rate	0.068%	#270	bottom 45%

Growth

Our reads cover 3 days

Views732.4K

Age at our read389 days

Views per day of life1.9Kviews divided by days since it was posted

Gained between our reads+15views over 3 days, about 5 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 · Sep 19, 2025

@ArtificialAnlys scatter plot on AI intelligence versus cost

A 28-model scatter plot drew 732K views but a 0.38% engagement rate, below the 0.73% median among AI chart posts.

What happened

@ArtificialAnlys posted a scatter plot on intelligence versus cost to run AI models on September 19, 2025. It was one of 3 posts from the account that day, alongside posts on output tokens used in evaluations and output tokens per second.

The numbers

The post reached 732K views, #119 of 1,162 AI chart posts, and 64x the @ArtificialAnlys median of 11.4K. Its score of 72 ranks #182 of 1,162 AI chart posts and #42 of 491 @ArtificialAnlys posts.

The lesson

At 0.38% engagement against a 0.73% median among AI chart posts, this 28-model scatter plot drew views without matching saves or replies. A 2-chart post can carry 28 models and still land at the 16th percentile on engagement.

What it means

For @ArtificialAnlys, 732K views at #17 of 491 @ArtificialAnlys posts came with engagement at #974 of 1,162 AI chart posts. The gap between its #119 views rank and its #974 engagement rank is where this chart post sits.

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

34 points read off this chart

Estimated from the image 45%

Series	Group	Value	Read
Google	Reasoning	60	printed
OpenAI	GPT-5 (high)	68	printed
OpenAI	gpt-oss-120B (high)	58	printed
xAI	Grok 4 Fast	58	printed
xAI	Grok 4	65	printed
Anthropic	Claude 4.1 Opus	60	printed
Anthropic	Claude 4 Sonnet	55	printed
Google	Gemini 2.5 Pro	58	printed
Alibaba	Qwen3 235B 2507	57	printed
Google	Gemini 2.5 Flash	54	printed
DeepSeek	DeepSeek V3.1	55.5	printed
Z AI	GLM-4.5	54	printed

Showing 12 of 34. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/8a60e00f3fb2.json
GET https://viral-chart.com/api/charts/8a60e00f3fb2.json
GET https://viral-chart.com/api/charts/8a60e00f3fb2.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 8a60e00f3fb2.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.45 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 plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/8a60e00f3fb2`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/8a60e00f3fb2/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/8a60e00f3fb2/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/8a60e00f3fb2/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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