Models
Anthropic
AutomationBench Cost vs Score

@OpenAIDevsX · Sep 29, 2026

AutomationBench Cost vs Score

@OpenAIDevs's line chart drew 15.1K views on X: #759 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

AutomationBench performance and cost comparison

XData Line chart Claude Fable 5 All Anthropic models GPT-6 Sol GPT-6 AstraGPT-6.1 SolOpus 5.5 w/ fallbacksFable 5.1 w/ Opus 5 fallback

@OpenAIDevs: AutomationBench Cost vs Score — Published by @OpenAIDevs on X, Sep 29, 2026. Source: x.com

41/ 100

ViralChart score

Small but loved

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

#747 of 1,162 AI chart posts we hold · #2 of 2 @openaidevs 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 #747 of 1,162 AI chart posts.

Its 0.033 views per follower sits at the 20th percentile among posts with known followers, against a 0.20 median.

The 0.89% engagement rate lands at the 65th percentile among AI chart posts, above the 0.73% median.

The score of 41 places it at #747 of 1,162 AI chart posts and #2 of 2 @OpenAIDevs posts.

0.03views per follower

15.1K views from an account with 457.2K followers.

0.2xthe median line chart post

Across 68 line chart posts we hold, the median gets 73.7K views.

top 35%engagement rate

0.89% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

bottom 43%save rate

0.066% of viewers bookmarked it to come back to. The median post gets 0.076%.

Public X numbers from our read on Oct 13, 2026. Peers: 1,162 AI chart posts we hold and 2 from @openaidevs.

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 #747 of 1,162

Views	15.1K	#759	bottom 35%
Likes	123	#742	bottom 36%
Engagement rate	0.89%	#404	top 35%
Save rate	0.066%	#659	bottom 43%

Among 2 @openaidevs posts

Score #2 of 2

Fewer than 5 posts from this account, too few to rank within it.

Growth

Our reads cover 27 hours

Views15.1K

Age at our read14 days

Views per day of life1.1Kviews divided by days since it was posted

Gained between our reads+7views over 27 hours, about 6 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.

@openaidevs'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 29, 2026

@OpenAIDevs posts AutomationBench cost vs score line chart

A line chart on AutomationBench cost and score drew 15.1K views and a 0.89% engagement rate, with a 0.066% save rate.

What happened

@OpenAIDevs published a line chart on AutomationBench cost vs score on September 29, 2026. It was the account's only post that day.

The numbers

It reached 15.1K views, ranking #759 of 1,162 AI chart posts, against a median of 39.9K views. Its score of 41 ranks #747 of 1,162 AI chart posts and #2 of 2 @OpenAIDevs posts.

The lesson

A 0.89% engagement rate at the 65th percentile among AI chart posts came with a 0.066% save rate. The 0.033 views per follower at the 20th percentile shows the chart travelled less per follower than the 0.20 median.

What it means

At #2 of 2 @OpenAIDevs posts and #747 of 1,162 AI chart posts, this chart sits below the 39.9K median views among AI chart posts. The 0.89% engagement rate is above the 0.73% median, so the gap is in reach, not in engagement.

Written by ViralChart from public numbers read on Oct 13, 2026. Every number is checked against our data before it is shown.

Data and API

27 points read off this chart

Estimated from the image 39%

Series	Value	Read
GPT-6.1 Sol	24.5 %	estimated
GPT-6.1 Sol	21.5 %	estimated
GPT-6.1 Sol	30 %	estimated
GPT-6.1 Sol	33 %	estimated
GPT-6.1 Sol	35 %	estimated
GPT-6.1 Sol	36 %	estimated
GPT-6.1 Sol	34 %	estimated
GPT-6 Sol	24.5 %	estimated
GPT-6 Sol	21.5 %	estimated
GPT-6 Sol	30 %	estimated
GPT-6 Sol	33 %	estimated
GPT-6 Sol	35 %	estimated

Showing 12 of 27. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/18ff65c6f625.json
GET https://viral-chart.com/api/charts/18ff65c6f625.json
GET https://viral-chart.com/api/charts/18ff65c6f625.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 18ff65c6f625.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.39 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/18ff65c6f625`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/18ff65c6f625/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/18ff65c6f625/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/18ff65c6f625/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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