Models
OpenAI
Output tokens for aggregated benchmarks

@SemiAnalysis_X · Aug 1, 2025

Output tokens for aggregated benchmarks

@SemiAnalysis_'s stacked bar chart drew 19.3K views on X: 0.5x @semianalysis_'s median post and #722 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Output tokens to run a set of aggregated benchmarks

XData Stacked bar chart GPT-5 All OpenAI models Gemini 2.5 Pro Gemini 2.5 Flash o3 Llama 4 Maverick Llama 4 Scout GPT-4.1DeepSeek R1 0528Claude 3.7 (Thinking)

@SemiAnalysis_: Output tokens for aggregated benchmarks — Published by @SemiAnalysis_ on X, Aug 1, 2025. Source: x.com

47/ 100

ViralChart score

Small but loved

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

#664 of 1,162 AI chart posts we hold · #14 of 24 @semianalysis_ 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 #664 of 1,162 AI chart posts.

Its 19.3K views sit at 0.48x @SemiAnalysis_'s median post, ranking #18 of 24 @SemiAnalysis_ posts.

The 0.95% engagement rate lands at the 69th percentile among AI chart posts, 1.3x the 0.73% median.

The score of 47 places it at #664 of 1,162 AI chart posts and #14 of 24 @SemiAnalysis_ posts.

0.5x@semianalysis_'s median post

19.3K views, where @semianalysis_'s typical post gets 40.3K.

top 31%engagement rate

0.95% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

0.6xthe median stacked bar chart post

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

top 41%save rate

0.093% 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 24 from @semianalysis_.

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 #664 of 1,162

Views	19.3K	#722	bottom 38%
Likes	175	#675	bottom 42%
Engagement rate	0.95%	#358	top 31%
Save rate	0.093%	#476	top 41%

Among 24 @semianalysis_ posts

Score #14 of 24

Views	19.3K	#18	bottom 27%
Likes	175	#14	bottom 44%
Engagement rate	0.95%	#2	top 6%
Save rate	0.093%	#14	bottom 44%

Growth

One read so far

Views19.3K

Age at our read437 days

Views per day of life44views 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.

@semianalysis_'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 1, 2025

@SemiAnalysis_ charts output tokens for aggregated benchmarks

A stacked bar chart on output tokens for aggregated benchmarks drew 19.3K views and a 0.95% engagement rate.

What happened

@SemiAnalysis_ posted a stacked bar chart on output tokens for aggregated benchmarks on August 1, 2025. It was the account's only post that day.

The numbers

It reached 19.3K views, ranking #722 of 1,162 AI chart posts and #18 of 24 @SemiAnalysis_ posts. Its score of 47 ranked #664 of 1,162 AI chart posts.

The lesson

The 0.95% engagement rate beat the 0.73% median among AI chart posts, but 19.3K views fell to 0.48x @SemiAnalysis_'s median. A 13-model stacked bar chart drew above-median engagement on below-median reach.

What it means

At #14 of 24 @SemiAnalysis_ posts by score, this chart post trails the account's own output. The 0.48x gap to the account's median views shows the stacked bar format reached fewer viewers than typical for @SemiAnalysis_.

Written by ViralChart from public numbers read on Oct 12, 2026. Every number is checked against our data before it is shown.

Updates: what @semianalysis_ posted next

Data and API

32 points read off this chart

Estimated from the image 50%

Series	Group	Value	Read
Reasoning Tokens (M)	DeepSeek R1 0528	90 M	estimated
Answer Tokens (M)	DeepSeek R1 0528	8.5 M	estimated
Reasoning Tokens (M)	Claude 3.7 Sonnet (Thinking)	89 M	estimated
Answer Tokens (M)	Claude 3.7 Sonnet (Thinking)	10 M	estimated
Reasoning Tokens (M)	Gemini 2.5 Pro	75.5 M	estimated
Answer Tokens (M)	Gemini 2.5 Pro	9 M	estimated
Reasoning Tokens (M)	Gemini 2.5 Flash	70 M	estimated
Answer Tokens (M)	Gemini 2.5 Flash	4.5 M	estimated
Reasoning Tokens (M)	Qwen3 23.5B	70 M	estimated
Answer Tokens (M)	Qwen3 23.5B	2 M	estimated
Reasoning Tokens (M)	o4-mini (high)	44 M	estimated
Answer Tokens (M)	o4-mini (high)	2.5 M	estimated

Showing 12 of 32. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/9acad8965d6c.json
GET https://viral-chart.com/api/charts/9acad8965d6c.json
GET https://viral-chart.com/api/charts/9acad8965d6c.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 9acad8965d6c.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/9acad8965d6c`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/9acad8965d6c/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/9acad8965d6c/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/9acad8965d6c/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?

@SemiAnalysis_ published it on Aug 1, 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.