Models
DeepSeek
AutomationBench-AA: Cost per Task

@ArtificialAnlysX · Jul 6, 2026

AutomationBench-AA: Cost per Task

@ArtificialAnlys's grouped bar chart drew 1.2K views on X: 0.1x @artificialanlys's median post and #1,122 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

AutomationBench-AA cost per task across models

XData Grouped bar chart DeepSeek V4 All DeepSeek models Gemini 2.5 Flash Claude 3.7 SonnetDeepSeek V4 Pro (max)Qwen3.7 PlusGrok 4.3 (high)MiniMax-M3Claude 4.5 HaikuKimi K2.2 Code

@ArtificialAnlys: AutomationBench-AA: Cost per Task — Published by @ArtificialAnlys on X, Jul 6, 2026. Source: x.com

14/ 100

ViralChart score

Small but loved

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

#1,128 of 1,162 AI chart posts we hold · #467 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 #1,128 of 1,162 AI chart posts.

Its aperçu 1.2K views sit at 0.11x @ArtificialAnlys's 11.4K median, #464 of 491 @ArtificialAnlys posts.

The 0.000% save rate lands in the bottom decile, 2nd percentile among AI chart posts, #1,149 of 1,162 AI chart posts.

A score of 14 puts it #1,128 of 1,162 AI chart posts and #467 of 491 @ArtificialAnlys posts.

0.0xthe median grouped bar chart post

Across 108 grouped bar chart posts we hold, the median gets 87.5K views.

0.1x@artificialanlys's median post

1.2K views, where @artificialanlys's typical post gets 11.4K.

bottom 2%save rate

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

top 23%engagement rate

1.08% 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 #1,128 of 1,162

Views	1.2K	#1,122	bottom 3%
Likes	10	#1,119	bottom 4%
Engagement rate	1.08%	#271	top 23%
Save rate	0.000%	#1,149	bottom 2%

Among 491 @artificialanlys posts

Score #467 of 491

Views	1.2K	#464	bottom 6%
Likes	10	#456	bottom 7%
Engagement rate	1.08%	#145	top 29%
Save rate	0.000%	#482	bottom 3%

Growth

One read so far

Views1.2K

Age at our read98 days

Views per day of life12views 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 · Jul 6, 2026

@ArtificialAnlys AutomationBench-AA cost per task grouped bar chart

A 20-model grouped bar chart on cost per task drew 1.2K views and a 0.000% save rate.

What happened

@ArtificialAnlys posted a grouped bar chart on AutomationBench-AA cost per task on July 6, 2026. It was the account's only post that day.

The numbers

It reached 1.2K views, #1,122 of 1,162 AI chart posts, against a 39.9K median among AI chart posts. Its score of 14 ranks #1,128 of 1,162 AI chart posts.

The lesson

A 0.000% save rate against the 0.076% median among AI chart posts leaves this 20-model grouped bar chart with nothing kept. The 1.2K views sit at 0.11x @ArtificialAnlys's 11.4K median.

What it means

At #467 of 491 @ArtificialAnlys posts by score, this chart sits near the account's floor. The 1.2K views against the 39.9K median among AI chart posts mark the gap.

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

22 points read off this chart

Estimated from the image 30%

Series	Group	Value	Read
Anthropic	Claude 3.5 Haiku	10	estimated
Anthropic	Claude Sonnet 4.5 (high)	30	estimated
Anthropic	Claude Opus 4.6 (max)	50	estimated
Anthropic	Claude Sonnet 4.6 (max)	35	estimated
Anthropic	Claude Opus 4.5 (max)	45	estimated
Google	Gemini 2.0 Flash	5	estimated
Google	Gemini 2.5 Flash	15	estimated
Google	Gemini 3.5 Flash (high)	50	estimated
Google	Gemini 3.5 Flash (low)	45	estimated
OpenAI	GPT-5.5 (high)	50	estimated
OpenAI	GPT-5.5 (medium)	40	estimated
OpenAI	GPT-5.5 (low)	30	estimated

Showing 12 of 22. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/5ff6bd9cffb1.json
GET https://viral-chart.com/api/charts/5ff6bd9cffb1.json
GET https://viral-chart.com/api/charts/5ff6bd9cffb1.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 5ff6bd9cffb1.

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/5ff6bd9cffb1`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/5ff6bd9cffb1/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/5ff6bd9cffb1/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/5ff6bd9cffb1/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.