Models
OpenAI
Output Tokens Used to Run Evaluations in Artificial

@ArtificialAnlysX · Aug 6, 2025

Output Tokens Used to Run Evaluations in Artificial

@ArtificialAnlys's bar chart drew 7.3K views on X: 0.6x @artificialanlys's median post and #871 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Token usage across AI models varies significantly

XData Bar chart gpt-oss All OpenAI models Grok 4 Gemini 2.5 Pro o3 Kimi K2 Llama 4 Maverick GPT-4.1Magistral SmallLlama Nemotron Super (Reasoning)

@ArtificialAnlys: Output Tokens Used to Run Evaluations in Artificial — Published by @ArtificialAnlys on X, Aug 6, 2025. Source: x.com

32/ 100

ViralChart score

Small but loved

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

#876 of 1,162 AI chart posts we hold · #284 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 #876 of 1,162 AI chart posts.

The post carries 3 charts, and every chart in the post shares the post's numbers.

Its score of 32 sits at #876 of 1,162 AI chart posts and #284 of 491 @ArtificialAnlys posts.

It ranked #2 of 2 by views among the 2 posts from this account that day.

3charts in this one post

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

0.3xthe median bar chart post

Across 241 bar chart posts we hold, the median gets 25.6K views.

2posts from @artificialanlys that day

Part of a run of 2 posts on Aug 6, 2025. This one was #2 of 2 by views that day.

bottom 34%save rate

0.055% of viewers bookmarked it to come back to. The median post gets 0.076%.

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 #876 of 1,162

Views	7.3K	#871	bottom 25%
Likes	54	#854	bottom 27%
Engagement rate	0.83%	#465	top 40%
Save rate	0.055%	#766	bottom 34%

Among 491 @artificialanlys posts

Score #284 of 491

Views	7.3K	#294	bottom 40%
Likes	54	#277	bottom 44%
Engagement rate	0.83%	#236	top 48%
Save rate	0.055%	#313	bottom 36%

Growth

One read so far

Views7.3K

Age at our read433 days

Views per day of life17views 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 6, 2025

@ArtificialAnlys charts output tokens used to run AI evaluations

A 3-chart post on output tokens used to run evaluations drew 7.3K views and a 0.83% engagement rate.

What happened

On August 6, 2025, @ArtificialAnlys posted a bar chart on output tokens used to run evaluations in Artificial, with 20 models shown. The post carried 3 charts, including Artificial Analysis Intelligence vs Output Tokens and Cost to Run AI Evaluations, and came with 1 other post from this account that day.

The numbers

The post drew 7.3K views, ranking #871 of 1,162 AI chart posts against a median of 39.9K views among AI chart posts. Its score of 32 ranked #876 of 1,162 AI chart posts and #284 of 491 @ArtificialAnlys posts.

The lesson

At 3 charts, this post shares one set of numbers across every chart, and its save rate of 0.055% sits against a 0.83% engagement rate. A multi-chart post carries the same reach for each chart it holds.

What it means

At #284 of 491 @ArtificialAnlys posts, this chart post sits below the account's own median rank. The 7.3K views against the 39.9K median among AI chart posts mark a wide gap for this publisher's charting.

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

42 points read off this chart

Estimated from the image 59%

Series	Group	Value	Read
Answer Tokens	Magistral Small	130 M	printed
Answer Tokens	Grok 4	110 M	printed
Answer Tokens	Llama Nemotron Super (Reasoning)	100 M	printed
Answer Tokens	Qwen3 235B A22B (Reasoning)	98 M	printed
Answer Tokens	GLM-4.5	96 M	printed
Answer Tokens	DeepSeek-R1 0528	92 M	printed
Answer Tokens	EXONE 4.0 37B (Reasoning)	91 M	estimated
Answer Tokens	Gemini 2.5 Pro	86 M	printed
Answer Tokens	Gemini 2.5 Flash (high)	76 M	printed
Answer Tokens	o4-mini (high)	70 M	printed
Answer Tokens	Solar Pro 2 (Reasoning)	49 M	printed
Answer Tokens	o3	47 M	printed

Showing 12 of 42. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/35206c1921e3.json
GET https://viral-chart.com/api/charts/35206c1921e3.json
GET https://viral-chart.com/api/charts/35206c1921e3.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 35206c1921e3.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/35206c1921e3`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/35206c1921e3/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/35206c1921e3/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/35206c1921e3/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 6, 2025 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.