Models
xAI
AA-Briefcase Elo vs. Cost per Task

@ArtificialAnlysX · Jul 9, 2026

AA-Briefcase Elo vs. Cost per Task

@ArtificialAnlys's scatter plot drew 3.1K views on X: 0.3x @artificialanlys's median post and #1,027 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

XData Scatter plot Grok 4 All xAI modelsGoogleXiaomiKimiAlibabaOpenAIAnthropicMiniMaxNVIDIA

@ArtificialAnlys: AA-Briefcase Elo vs. Cost per Task — Published by @ArtificialAnlys on X, Jul 9, 2026. Source: x.com

34/ 100

ViralChart score

Small but loved

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

#849 of 1,162 AI chart posts we hold · #271 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

Small but loved quadrant, score rank #849 of 1,162 AI chart posts.

This post ranked #7 of 7 among @ArtificialAnlys posts that day, with 7 posts total, below the launch-day factor.

Engagement rate was 1.43%, 1.9x the AI chart median of 0.73%, placing it in the top decile at the 91st percentile.

Views were 3.1K, 0.28x the company median of 11.4K, ranking #398 of 491 @ArtificialAnlys posts.

7posts from @artificialanlys that day

Part of a run of 7 posts on Jul 9, 2026. This one was #7 of 7 by views that day.

0.1xthe median scatter plot post

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

0.3x@artificialanlys's median post

3.1K views, where @artificialanlys's typical post gets 11.4K.

top 9%engagement rate

1.43% 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 #849 of 1,162

Views	3.1K	#1,027	bottom 12%
Likes	42	#901	bottom 23%
Engagement rate	1.43%	#107	top 9%
Save rate	0.095%	#460	top 40%

Among 491 @artificialanlys posts

Score #271 of 491

Views	3.1K	#398	bottom 19%
Likes	42	#312	bottom 37%
Engagement rate	1.43%	#51	top 10%
Save rate	0.095%	#202	top 41%

Growth

One read so far

Views3.1K

Age at our read95 days

Views per day of life33views 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 9, 2026

@ArtificialAnlys AA-Briefcase Elo vs. Cost per Task chart

A scatter plot with 30 models, posted July 9, 2026, drew 3.1K views.

What happened

The post is a scatter plot titled AA-Briefcase Elo vs. Cost per Task, showing 30 models. It was posted on July 9, 2026, alongside 6 other posts that day.

The numbers

Views 3.1K, likes 42, engagement rate 1.43%, save rate 0.095%, views per day 33. Score 34, rank #849 of 1,162 AI chart posts.

The lesson

Readers saved this scatter plot at 0.095% save rate, 1.9x the AI median engagement, but views were 0.28x the company median.

What it means

This post's engagement rank #107 of 1,162 AI chart posts contrasts with its views rank #1,027, showing a wide gap between interest and reach.

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

42 points read off this chart

Estimated from the image 34%

Series	Group	Value	Read
OpenAI	gpt-oss-20b (high)	100	estimated
DeepSeek	DeepSeek V4 Flash (max)	900	estimated
MiniMax	MiniMax-V2.5-Pro	850	estimated
DeepSeek	DeepSeek V4 Pro (max)	900	estimated
xAI	Grok 4.3 (high)	1000	estimated
OpenAI	GPT-5.4 mini (xhigh)	700	estimated
Anthropic	Claude 4.5 Haiku	650	estimated
Google	Gemini 3.1 Pro Preview	500	estimated
Alibaba	Qwen3.5 397B A17B	600	estimated
NVIDIA	Nemotron 3 Ultra	700	estimated
Mistral	Mistral Medium 3.5	500	estimated
Kimi	Kimi K2.6	750	estimated

Showing 12 of 42. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/4a9a11d2a180.json
GET https://viral-chart.com/api/charts/4a9a11d2a180.json
GET https://viral-chart.com/api/charts/4a9a11d2a180.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 4a9a11d2a180.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.34 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/4a9a11d2a180`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/4a9a11d2a180/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/4a9a11d2a180/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/4a9a11d2a180/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.