Models
Google
Cost per Task: Gemini 3.1 Pro to Gemini

@ArtificialAnlysX · Sep 30, 2026

Cost per Task: Gemini 3.1 Pro to Gemini

@ArtificialAnlys's waterfall chart drew 25.2K views on X: 2.2x @artificialanlys's median post and #671 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

Cost per Intelligence Index task drops to $1.99 for Gemini 4 Argon

XData Waterfall chart Gemini 3 All Google modelsGemini 3.1 Pro PreviewGemini 4 Argon

@ArtificialAnlys: Cost per Task: Gemini 3.1 Pro to Gemini — Published by @ArtificialAnlys on X, Sep 30, 2026. Source: x.com

43/ 100

ViralChart score

Small but loved

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

#728 of 1,162 AI chart posts we hold · #214 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 Small but loved quadrant, at #728 of 1,162 AI chart posts by score.

Its 25.2K views land at #3 of 5 posts from this account that day, a level showing against the day's own output.

Saves came in at 0.048%, the 27th percentile among AI chart posts and 0.62x the 0.076% median.

At 2.2x the company median of 11.4K views, it ranks #192 of 491 @ArtificialAnlys posts by views.

5posts from @artificialanlys that day

Part of a run of 5 posts on Sep 30, 2026. This one was #3 of 5 by views that day.

2.2x@artificialanlys's median post

25.2K views, where @artificialanlys's typical post gets 11.4K.

bottom 27%save rate

0.048% of viewers bookmarked it to come back to. The median post gets 0.076%.

top 40%engagement rate

0.83% 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 #728 of 1,162

Views	25.2K	#671	bottom 42%
Likes	193	#653	bottom 44%
Engagement rate	0.83%	#466	top 40%
Save rate	0.048%	#853	bottom 27%

Among 491 @artificialanlys posts

Score #214 of 491

Views	25.2K	#192	top 39%
Likes	193	#191	top 39%
Engagement rate	0.83%	#237	top 48%
Save rate	0.048%	#345	bottom 30%

Growth

Our reads cover 27 hours

Views25.2K

Age at our read13 days

Views per day of life2Kviews divided by days since it was posted

Gained between our reads+32views over 27 hours, about 29 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 30, 2026

@ArtificialAnlys waterfall chart on Gemini 4 Argon cost per task

A waterfall chart on cost per task drew 25.2K views and a 0.83% engagement rate, with saves at 0.048%.

What happened

On September 30, 2026, @ArtificialAnlys posted a waterfall chart on Cost per Task: Gemini 3.1 Pro to Gemini. It was one of 5 posts from the account that day, alongside 4 others.

The numbers

The post reached 25.2K views, ranking #671 of 1,162 AI chart posts by views and #192 of 491 @ArtificialAnlys posts. Its score of 43 placed it #728 of 1,162 AI chart posts.

The lesson

A 1-chart waterfall with 2 models shown drew 25.2K views but a 0.048% save rate, 0.62x the 0.076% median among AI chart posts. The chart shows cost per task values from 0.67 to 3.98, and the save rate sat at the 27th percentile.

What it means

At #214 of 491 @ArtificialAnlys posts by score, this chart post trails the account's own body of work even as its 25.2K views run 2.2x the 11.4K company median. The 0.048% save rate against the 0.076% median marks a gap in what readers keep.

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

12 points read off this chart

Estimated from the image 72%

Series	Group	Value	Read
Cost per Task	Gemini 3.1 Pro Preview	0.67 USD	printed
Increase in cost	Gemini 4 Argon token usage	1.76 USD	printed
Cost per Task	Gemini 4 Argon (high) at 3.1 Pro pricing	2.43 USD	printed
Increase in cost	Token price increase	2.19 USD	printed
Cost per Task	Token price increase	4.62 USD	estimated
Saving from pricing change	Cache 90% -> 95% discount	0.64 USD	estimated
Cost per Task	Cache 90% -> 95% discount	3.98 USD	estimated
Cost per Task	Gemini 4 Argon (high) at standard pricing	3.98 USD	printed
Saving from pricing change	50% promotional discount	1.99 USD	estimated
Cost per Task	50% promotional discount	1.99 USD	estimated
Cost per Task	Gemini 4 Argon (high) promotional per Task	1.99 USD	printed
	Cache discount 90% → 95% per 0.1M	-0.64 USD	estimated

Max plan · API

GET https://viral-chart.com/api/posts/c2b321a41e84.json
GET https://viral-chart.com/api/charts/c2b321a41e84.json
GET https://viral-chart.com/api/charts/c2b321a41e84.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 c2b321a41e84.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/c2b321a41e84`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/c2b321a41e84/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/c2b321a41e84/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/c2b321a41e84/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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