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@ArtificialAnlysX · Sep 4, 2026

Muse Image: Gap to Editing Action Frontier

@ArtificialAnlys's annotated chart drew 1.5K views on X: 0.1x @artificialanlys's median post and #1,110 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Muse Image performance gap to editing action frontier

XDataAnnotated chartMuse ImageAll Meta modelsNano Banana 2 (Gemini 3.1 Flash Image)
Published by @ArtificialAnlys on X, Sep 4, 2026. Source: x.com
7/ 100

ViralChart score

Quiet

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

#1,159 of 1,162 AI chart posts we hold · #490 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 Quiet quadrant, at #1,159 of 1,162 AI chart posts.

Its 1.5K views sit at 0.13x @ArtificialAnlys's 11.4K median, ranking #455 of 491 @ArtificialAnlys posts.

A score of 7 places it #1,159 of 1,162 AI chart posts and #490 of 491 @ArtificialAnlys posts.

Saves landed at 0.000% against a 0.076% median among AI chart posts, the 2nd percentile.

0.1x@artificialanlys's median post

1.5K views, where @artificialanlys's typical post gets 11.4K.

0.1xthe median annotated chart post

Across 62 annotated chart posts we hold, the median gets 22.8K views.

bottom 2%save rate

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

2charts in this one post

The numbers belong to the post, so every chart in it shares them and it is ranked once.

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 #1,159 of 1,162

Views1.5K#1,110bottom 5%
Likes6#1,149bottom 1%
Engagement rate0.55%#778bottom 33%
Save rate0.000%#1,145bottom 2%

Among 491 @artificialanlys posts

Score #490 of 491

Views1.5K#455bottom 7%
Likes6#483bottom 2%
Engagement rate0.55%#364bottom 26%
Save rate0.000%#478bottom 3%

Growth

One read so far

Views1.5K
Age at our read39 days
Views per day of life38views 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 · Sep 4, 2026

@ArtificialAnlys charts Muse Image gap to editing action frontier

An annotated chart of Muse Image against the editing action frontier drew 1.5K views and a 0.55% engagement rate.

What happened

@ArtificialAnlys posted an annotated chart on September 4, 2026, titled Muse Image: Gap to Editing Action Frontier, with a second chart, Muse Image: Gap to Capability Frontier. It was one of 6 posts from the account that day.

The numbers

The post reached 1.5K views, ranking #1,110 of 1,162 AI chart posts and #455 of 491 @ArtificialAnlys posts. Its score of 7 ranked #1,159 of 1,162 AI chart posts.

The lesson

At 0.000% saves, this annotated chart landed in the bottom decile against a 0.076% median among AI chart posts. A chart with 2 models shown drew 1.5K views against a 39.9K median among AI chart posts.

What it means

At #490 of 491 @ArtificialAnlys posts, this chart sits below the account's own 11.4K median views. The 1.5K views against a 39.9K median among AI chart posts mark a wide gap for this publisher's charting.

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

  1. Muse Image: Gap to Use Case Frontier4.9K views
  2. Artificial Analysis Intelligence Index vs Cost1.4M views
  3. Intelligence Index vs. Output Tokens per Intelligence Index43.7K views
  4. AA-Briefcase Elo Benchmark28K views
  5. GDPpdf: All-pass21.6K views
  6. Terminal-Bench v4 AI Model Performance39K views

Data and API

21 points read off this chart

Estimated from the image 61%
SeriesGroupValueRead
Muse ImageComposition & Framing-26printed
Category frontier (Gemini 3.1 Flash Image)Composition & Framing-26estimated
Nano Banana 2 (Gemini 3.1 Flash Image)Composition & Framing-26estimated
Muse ImageEnhancement & Restoration-77printed
Category frontier (Gemini 3.1 Flash Image)Enhancement & Restoration-77estimated
Nano Banana 2 (Gemini 3.1 Flash Image)Enhancement & Restoration-77estimated
Muse ImageIdentity Preserving Edit0printed
Category frontier (Gemini 3.1 Flash Image)Identity Preserving Edit0estimated
Nano Banana 2 (Gemini 3.1 Flash Image)Identity Preserving Edit0estimated
Muse ImageObject-Level Edit-22printed
Category frontier (Gemini 3.1 Flash Image)Object-Level Edit-22estimated
Nano Banana 2 (Gemini 3.1 Flash Image)Object-Level Edit-22estimated

Showing 12 of 21. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/0069737548fa.json
GET https://viral-chart.com/api/charts/0069737548fa.json
GET https://viral-chart.com/api/charts/0069737548fa.skill.md
Make one like thisOpen the post JSONChart data JSONSkill fileAPI 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 0069737548fa.

See the Max planAPI docs
PathReturnsPlan
GET/api/v1/charts/0069737548faTitle, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/0069737548fa/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/0069737548fa/render?view=1The draw-only view this page usesOpen
POST/mcpTool get_chart_data with this id, for Claude, Cursor and other agentsMax
curlMax
curl -s https://viral-chart.com/api/v1/charts/0069737548fa/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 Sep 4, 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.