Models
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MMMU-Pro Benchmark Results

@ArtificialAnlysX · Mar 3, 2026

MMMU-Pro Benchmark Results

@ArtificialAnlys's benchmark bar chart drew 3.7K views on X: 0.3x @artificialanlys's median post and #1,004 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

MMMU-Pro benchmark results show Gemini 3.1 Pro leading at 82%

XData Benchmark bar chart Gemini 3 All Google models Claude Opus 4.6 Grok 4 Llama 4 MaverickGemini 3.1 Pro PreviewGemini 3 Pro Preview (high)Gemini FlashGPT-5.3 (Codex)GPT-5.2 (Codex)

@ArtificialAnlys: MMMU-Pro Benchmark Results — Published by @ArtificialAnlys on X, Mar 3, 2026. Source: x.com

30/ 100

ViralChart score

Small but loved

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

#916 of 1,162 AI chart posts we hold · #309 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 Small but loved quadrant, at #916 of 1,162 AI chart posts.

Its 3.7K views sit at 0.32x @ArtificialAnlys's median post, ranking #376 of 491 @ArtificialAnlys posts.

A score of 30 places it #916 of 1,162 AI chart posts and #309 of 491 @ArtificialAnlys posts.

It was one of 4 posts from this account that day, ranking #3 of 4 by views.

0.1xthe median benchmark bar chart post

Across 215 benchmark bar chart posts we hold, the median gets 44.4K views.

0.3x@artificialanlys's median post

3.7K views, where @artificialanlys's typical post gets 11.4K.

4posts from @artificialanlys that day

Part of a run of 4 posts on Mar 3, 2026. This one was #3 of 4 by views that day.

top 33%save rate

0.108% 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 #916 of 1,162

Views	3.7K	#1,004	bottom 14%
Likes	30	#956	bottom 18%
Engagement rate	0.84%	#459	top 39%
Save rate	0.108%	#381	top 33%

Among 491 @artificialanlys posts

Score #309 of 491

Views	3.7K	#376	bottom 24%
Likes	30	#342	bottom 30%
Engagement rate	0.84%	#232	top 47%
Save rate	0.108%	#177	top 36%

Growth

One read so far

Views3.7K

Age at our read223 days

Views per day of life17views 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 · Mar 3, 2026

@ArtificialAnlys posts MMMU-Pro benchmark chart with 17 models

A 17-model MMMU-Pro bar chart drew 3.7K views and a 0.84% engagement rate, above the AI chart median.

What happened

@ArtificialAnlys published a benchmark bar chart of MMMU-Pro results on March 3, 2026. It was one of 4 posts from the account that day, alongside Artificial Analysis Intelligence Index v4.0, Output Tokens per Second, and Cost to Run Artificial Analysis Intelligence Index.

The numbers

The post reached 3.7K views, ranking #1,004 of 1,162 AI chart posts and #376 of 491 @ArtificialAnlys posts. Its score of 30 ranks #916 of 1,162 AI chart posts.

The lesson

The chart shows 17 models, and the post drew 3.7K views against a 39.9K median among AI chart posts. A 17-model comparison at 0.32x the company median shows the model count did not carry the reach.

What it means

At #309 of 491 @ArtificialAnlys posts, this chart sits below the account's own median. The 0.32x gap to the company median of 11.4K views marks it as a low-reach post for this publisher.

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

24 points read off this chart

Estimated from the image 64%

Group	Value	Read
Gemini 3.1 Pro Preview (high)	82 %	printed
Gemini 3 Pro Preview (high)	80 %	printed
Gemini 3 Flash	80 %	printed
GPT-5.2 Codex (high)	79 %	estimated
GPT-5.2 Codex (low)	76 %	estimated
Gemini 3.1 Flash Preview	76 %	printed
Claude Opus 4.6 (mini)	75 %	estimated
Kimi K2.5	75 %	printed
Claude Sonnet 4.6 (mini)	73 %	estimated
Gemini 3.1 Flash (SB)	73 %	estimated
Claude Opus 4.6	73 %	estimated
Grok 4.1	69 %	estimated

Showing 12 of 24. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/27d288bc1d0e.json
GET https://viral-chart.com/api/charts/27d288bc1d0e.json
GET https://viral-chart.com/api/charts/27d288bc1d0e.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 27d288bc1d0e.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/27d288bc1d0e`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/27d288bc1d0e/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/27d288bc1d0e/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/27d288bc1d0e/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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