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Output Tokens Used to Run Evaluations in the

@ArtificialAnlysX · Aug 26, 2026

Output Tokens Used to Run Evaluations in the

@ArtificialAnlys's stacked bar chart drew 6.2K views on X: 0.5x @artificialanlys's median post and #900 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Token usage varies widely across AI models

XData Stacked bar chart GLM-5.3 All Z.ai models GPT-5.6Gemini 3.5 FlashMuse Ghibli (mini)Command A+Gemini 3.1 FlashGrok 4.8 (high)Claude 4.5 OpusClaude 4.5 (high)

@ArtificialAnlys: Output Tokens Used to Run Evaluations in the — Published by @ArtificialAnlys on X, Aug 26, 2026. Source: x.com

28/ 100

ViralChart score

Small but loved

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

#946 of 1,162 AI chart posts we hold · #333 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 #946 of 1,162 AI chart posts.

Its 0.016% save rate sits at the 8th percentile among AI chart posts, against a 0.076% median.

The post scored 28 and ranked #946 of 1,162 AI chart posts.

It was #2 of 5 posts from this account that day.

bottom 8%save rate

0.016% of viewers bookmarked it to come back to. The median post gets 0.076%.

0.2xthe median stacked bar chart post

Across 15 stacked bar chart posts we hold, the median gets 32.8K views.

5posts from @artificialanlys that day

Part of a run of 5 posts on Aug 26, 2026. This one was #2 of 5 by views that day.

0.5x@artificialanlys's median post

6.2K views, where @artificialanlys's typical post gets 11.4K.

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 #946 of 1,162

Views	6.2K	#900	bottom 23%
Likes	51	#867	bottom 26%
Engagement rate	0.89%	#398	top 34%
Save rate	0.016%	#1,074	bottom 8%

Among 491 @artificialanlys posts

Score #333 of 491

Views	6.2K	#314	bottom 36%
Likes	51	#288	bottom 42%
Engagement rate	0.89%	#204	top 41%
Save rate	0.016%	#443	bottom 10%

Growth

One read so far

Views6.2K

Age at our read47 days

Views per day of life131views 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 · Aug 26, 2026

@ArtificialAnlys stacked bar chart shows token usage across AI models

A stacked bar chart of output tokens used to run evaluations drew 6.2K views and a 0.89% engagement rate.

What happened

@ArtificialAnlys posted a stacked bar chart on August 26, 2026, showing output tokens used to run evaluations across 27 models. It was one of 5 posts from the account that day, alongside 4 other posts.

The numbers

The post reached 6.2K views, ranking #900 of 1,162 AI chart posts, against a median of 39.9K views among AI chart posts. Its score of 28 ranked #946 of 1,162 AI chart posts and #333 of 491 @ArtificialAnlys posts.

The lesson

A 0.016% save rate at the 8th percentile among AI chart posts shows this stacked bar chart of 27 models was not kept for later reference. The 0.89% engagement rate sits above the median while saves sit in the bottom decile.

What it means

At #333 of 491 @ArtificialAnlys posts, this chart sits below the account's own median score. The 6.2K views against a 39.9K median among AI chart posts mark it as wide but thin.

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

82 points read off this chart

Estimated from the image 30%

Series	Group	Value	Read
Answer Tokens	Gemini 2.5 Flash Lite	43 M	estimated
Reasoning Tokens	Gemini 2.5 Flash Lite	0 M	estimated
Answer Tokens	GPT-5 (high)	48 M	estimated
Reasoning Tokens	GPT-5 (high)	0 M	estimated
Answer Tokens	Muse (Gemini)	43 M	estimated
Reasoning Tokens	Muse (Gemini)	0 M	estimated
Answer Tokens	Command A+	56 M	estimated
Reasoning Tokens	Command A+	0 M	estimated
Answer Tokens	Gemini 3 Flash (high)	24 M	estimated
Reasoning Tokens	Gemini 3 Flash (high)	0 M	estimated
Answer Tokens	GPT-5 (medium)	64 M	estimated
Reasoning Tokens	GPT-5 (medium)	0 M	estimated

Showing 12 of 82. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/ad2b008216f2.json
GET https://viral-chart.com/api/charts/ad2b008216f2.json
GET https://viral-chart.com/api/charts/ad2b008216f2.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 ad2b008216f2.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.30 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/ad2b008216f2`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/ad2b008216f2/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/ad2b008216f2/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/ad2b008216f2/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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Questions people ask

Where does this chart come from?

@ArtificialAnlys published it on Aug 26, 2026 on X (x.com). We keep it here, with the publisher and date credited as text, so you can study it without leaving.

Can I make a chart like this?

Use the format, not the picture. Open its data page and use Make one like this: it starts from this chart's numbers and takes yours.