Models
Anthropic
AA-AnalystAgent: pass^5 vs Cost per Task

@ArtificialAnlysX · Aug 11, 2026

AA-AnalystAgent: pass^5 vs Cost per Task

@ArtificialAnlys's scatter plot drew 1.9K views on X: 0.2x @artificialanlys's median post and #1,080 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Cost vs pass^5 for AI models

XData Scatter plot Claude Sonnet 4 All Anthropic models Claude Opus 5 Claude Sonnet 5 Claude Opus 4.7GPT-5.5 (high)Kimi K3 (max)GPT-5.6 Sol (max)

@ArtificialAnlys: AA-AnalystAgent: pass^5 vs Cost per Task — Published by @ArtificialAnlys on X, Aug 11, 2026. Source: x.com

27/ 100

ViralChart score

Small but loved

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

#975 of 1,162 AI chart posts we hold · #350 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 #975 of 1,162 AI chart posts.

Its 1.9K views sit at 0.17x @ArtificialAnlys's 11.4K median, ranking #436 of 491 @ArtificialAnlys posts.

The score of 27 places it #975 of 1,162 AI chart posts and #350 of 491 @ArtificialAnlys posts.

Saves run at 0.15%, 2x the 0.076% median among AI chart posts, an 82nd percentile save rate.

0.2x@artificialanlys's median post

1.9K views, where @artificialanlys's typical post gets 11.4K.

0.1xthe median scatter plot post

Across 187 scatter plot posts we hold, the median gets 22.4K views.

4posts from @artificialanlys that day

Part of a run of 4 posts on Aug 11, 2026. This one was #4 of 4 by views that day.

top 18%save rate

0.154% 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 #975 of 1,162

Views	1.9K	#1,080	bottom 7%
Likes	15	#1,063	bottom 8%
Engagement rate	0.82%	#472	top 41%
Save rate	0.154%	#212	top 18%

Among 491 @artificialanlys posts

Score #350 of 491

Views	1.9K	#436	bottom 11%
Likes	15	#415	bottom 15%
Engagement rate	0.82%	#242	top 49%
Save rate	0.154%	#110	top 22%

Growth

One read so far

Views1.9K

Age at our read62 days

Views per day of life31views 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 11, 2026

@ArtificialAnlys scatter plots pass^5 against cost per task

A 1.9K-view scatter plot that lands #975 of 1,162 AI chart posts but saves at 2x the AI chart median.

What happened

@ArtificialAnlys posted a scatter plot of pass^5 against cost per task on August 11, 2026. It was one of 4 posts from the account that day, alongside 3 others including an AA-AnalystAgent pass^5 Leaderboard at 55.6K views.

The numbers

The post reached 1.9K views, #1,080 of 1,162 AI chart posts and #436 of 491 @ArtificialAnlys posts. Its score of 27 ranks #975 of 1,162 AI chart posts.

The lesson

A 0.15% save rate, 2x the 0.076% median among AI chart posts, shows readers kept this scatter plot at an 82nd percentile rate. The 1.9K views against the 39.9K median among AI chart posts show the saves did not come with reach.

What it means

At #350 of 491 @ArtificialAnlys posts by score, this chart sits below the account's own median post. The 0.15% save rate against 1.9K views leaves a gap between what readers kept and what they saw.

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

30 points read off this chart

Estimated from the image 38%

Group	Value	Read
Mistral Small 4	2 %	estimated
MiMo-V2.5-Pro	20 %	estimated
MiniMax-M2.7	8 %	estimated
Gemini 3.1 Flash-Lite	5 %	printed
DeepSeek V4 Pro	18 %	estimated
MiniMax-M3	7 %	estimated
DeepSeek V4 Flash	25 %	estimated
GPT-5.4 mini (xhigh)	10 %	estimated
Grok 4.3 (high)	5 %	estimated
GPT-5.5 (Non-reasoning)	4 %	estimated
Claude 4.5 Haiku	10 %	estimated
Grok 4.5 (high)	35 %	estimated

Showing 12 of 30. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/7481a5167447.json
GET https://viral-chart.com/api/charts/7481a5167447.json
GET https://viral-chart.com/api/charts/7481a5167447.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 7481a5167447.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.38 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/7481a5167447`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/7481a5167447/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/7481a5167447/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/7481a5167447/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 11, 2026 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.