Models
Anthropic
Mean Turns per Task - AA-Briefcase

@ArtificialAnlysX · Jul 1, 2026

Mean Turns per Task - AA-Briefcase

@ArtificialAnlys's bar chart drew 4.6K views on X: 0.4x @artificialanlys's median post and #967 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Mean turns per task lower is better

XData Bar chart Claude Sonnet 5 All Anthropic models Muse Spark DeepSeek V4Claude Sonnet 3.5 (max)Claude Sonnet 3.5 (high)MiniMax-M3Claude Sonnet 3.5 (medium)Gemini 3.1 FlashClaude Opus 4.5 (max)

@ArtificialAnlys: Mean Turns per Task - AA-Briefcase — Published by @ArtificialAnlys on X, Jul 1, 2026. Source: x.com

15/ 100

ViralChart score

Quiet

Fewer views and a lower engagement rate than the median post.

#1,114 of 1,162 AI chart posts we hold · #456 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

The post sits in the Quiet quadrant, with a score rank of #1,114 of 1,162 AI chart posts.

Its score of 15 sits at #1,114 of 1,162 AI chart posts.

A save rate of 0.022% lands at the 10th percentile among AI chart posts.

At 4.6K views it runs 0.41x @ArtificialAnlys's company median of 11.4K.

0.2xthe median bar chart post

Across 241 bar chart posts we hold, the median gets 25.6K views.

bottom 10%save rate

0.022% of viewers bookmarked it to come back to. The median post gets 0.076%.

0.4x@artificialanlys's median post

4.6K views, where @artificialanlys's typical post gets 11.4K.

3posts from @artificialanlys that day

Part of a run of 3 posts on Jul 1, 2026. This one was #2 of 3 by views that day.

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 #1,114 of 1,162

Views	4.6K	#967	bottom 17%
Likes	19	#1,027	bottom 11%
Engagement rate	0.45%	#890	bottom 23%
Save rate	0.022%	#1,043	bottom 10%

Among 491 @artificialanlys posts

Score #456 of 491

Views	4.6K	#347	bottom 29%
Likes	19	#389	bottom 20%
Engagement rate	0.45%	#401	bottom 18%
Save rate	0.022%	#429	bottom 13%

Growth

One read so far

Views4.6K

Age at our read103 days

Views per day of life45views 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 1, 2026

@ArtificialAnlys charts Mean Turns per Task for AA-Briefcase

A 24-model bar chart on Mean Turns per Task drew 4.6K views and a 0.022% save rate, below the AI chart median.

What happened

@ArtificialAnlys posted a bar chart on Mean Turns per Task for AA-Briefcase on July 1, 2026. It was one of 3 posts from the account that day, alongside AA-Briefcase Elo vs. Cost per Task and Presentation Elo vs Rubric Score.

The numbers

The post reached 4.6K views, ranking #967 of 1,162 AI chart posts and #347 of 491 @ArtificialAnlys posts. Its score of 15 ranked #1,114 of 1,162 AI chart posts and #456 of 491 @ArtificialAnlys posts.

The lesson

A 24-model bar chart with a 0.022% save rate sits at the 10th percentile among AI chart posts, against a median of 0.076%. The chart shows Mean Turns per task, lower is better.

What it means

At 0.41x @ArtificialAnlys's company median of 11.4K views, this post ranks #347 of 491 @ArtificialAnlys posts. Its score of 15 ranks #1,114 of 1,162 AI chart posts.

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

36 points read off this chart

Estimated from the image 59%

Group	Value	Read
Claude Sonnet 3.5 (max)	183 turns	estimated
Claude Sonnet 3.5 (high)	130 turns	estimated
MiniMax-M3	101 turns	printed
Claude Sonnet 3.5 (medium)	89 turns	printed
Gemini 3.1 Flash	88 turns	printed
Claude Fable 5 (with halluc.)	67 turns	estimated
GLM-5.2 (max)	56 turns	estimated
Claude Opus 4.5 (max)	55 turns	estimated
Claude Sonnet 3.5 (medium)	55 turns	estimated
Kimi K2.6	54.5 turns	printed
GPT-5.5 (kimi)	42 turns	estimated
Nebulon 3 Ultra	42 turns	estimated

Showing 12 of 36. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/3f80bbda4ed5.json
GET https://viral-chart.com/api/charts/3f80bbda4ed5.json
GET https://viral-chart.com/api/charts/3f80bbda4ed5.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 3f80bbda4ed5.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/3f80bbda4ed5`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/3f80bbda4ed5/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/3f80bbda4ed5/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/3f80bbda4ed5/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.