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Intelligence vs. Cost to Run AI Models

@ArtificialAnlysX · Feb 5, 2026

Intelligence vs. Cost to Run AI Models

@ArtificialAnlys's scatter plot drew 2.3K views on X: 0.2x @artificialanlys's median post and #1,068 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Most attractive quadrant highlighted

XData Scatter plot Qwen Coder All Qwen modelsAlibabaAmazonAnthropicDeepSeekGoogleKimiKwaiKATMeta

@ArtificialAnlys: Intelligence vs. Cost to Run AI Models — Published by @ArtificialAnlys on X, Feb 5, 2026. Source: x.com

6/ 100

ViralChart score

Quiet

Fewer views and a lower engagement rate than the median post.

#1,161 of 1,162 AI chart posts we hold · #491 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 Quiet quadrant, at #1,161 of 1,162 AI chart posts by score.

Its score of 6 lands at #1,161 of 1,162 AI chart posts, below the field.

A save rate of 0.000% sits at the 2nd percentile among AI chart posts, in the bottom decile.

At 2.3K views against a company median of 11.4K, the ratio is 0.20x.

0.2x@artificialanlys's median post

2.3K views, where @artificialanlys's typical post gets 11.4K.

0.1xthe median scatter plot post

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

bottom 2%save rate

0.000% of viewers bookmarked it to come back to. The median post gets 0.076%.

bottom 13%engagement rate

0.35% 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 #1,161 of 1,162

Views	2.3K	#1,068	bottom 8%
Likes	7	#1,141	bottom 2%
Engagement rate	0.35%	#1,007	bottom 13%
Save rate	0.000%	#1,140	bottom 2%

Among 491 @artificialanlys posts

Score #491 of 491

Views	2.3K	#427	bottom 13%
Likes	7	#475	bottom 3%
Engagement rate	0.35%	#444	bottom 10%
Save rate	0.000%	#473	bottom 3%

Growth

One read so far

Views2.3K

Age at our read250 days

Views per day of life9views 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 · Feb 5, 2026

@ArtificialAnlys scatter plot on intelligence versus cost to run

A 15-model scatter plot posted February 5, 2026 drew 2.3K views and a 0.000% save rate.

What happened

@ArtificialAnlys posted a scatter plot on intelligence versus cost to run AI models on February 5, 2026. It was one of 3 posts from the account that day, alongside Artificial Analysis Intelligence Index v4.0 and Intelligence vs. Active Parameters.

The numbers

It reached 2.3K views, #1,068 of 1,162 AI chart posts, and ranked #427 of 491 @ArtificialAnlys posts by views. Its score of 6 placed it #1,161 of 1,162 AI chart posts.

The lesson

A save rate of 0.000% against a median of 0.076% among AI chart posts marks this scatter plot as one readers did not keep. The 15-model comparison drew 2.3K views, below the 39.9K median among AI chart posts.

What it means

At #491 of 491 @ArtificialAnlys posts by score, this is the account's lowest-ranked chart post. The 0.20x ratio to its own 11.4K median views puts it well below the account's typical reach.

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

31 points read off this chart

Estimated from the image 49%

Series	Group	Value	Read
OpenAI	gpt-oss-20B (high)	24 index	estimated
OpenAI	gpt-oss-120B (high)	32 index	estimated
Z AI	GLM-4.7-Flash	28 index	estimated
Mistral	Mistral Large 3	24 index	estimated
NVIDIA	NVIDIA Nemotron 3 Nano	24 index	estimated
Meta	Llama 4 Maverick	18 index	estimated
xAI	Grok 4.1 Fast	34 index	estimated
Xiaomi	MiMo-V2-Flash	36 index	estimated
DeepSeek	DeepSeek V3.2	40 index	estimated
Kimi	Kimi K2.5	38 index	estimated
MiniMax	MiniMax-M2.1	39.5 index	estimated
Alibaba	Qwen3-Next	28 index	estimated

Showing 12 of 31. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/367af5335af0.json
GET https://viral-chart.com/api/charts/367af5335af0.json
GET https://viral-chart.com/api/charts/367af5335af0.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 367af5335af0.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.49 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/367af5335af0`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/367af5335af0/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/367af5335af0/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/367af5335af0/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.