Models
Meta
Cyber Misuse Refusal Benchmark

MetaX · Oct 12, 2026 · official

Cyber Misuse Refusal Benchmark

Meta's bar chart drew 6K views on X: 0.2x its median post and #910 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

XData Bar chart Muse Wonder All Meta modelsClaude Fable 5.1 (max)Muse Wonder Full (max)Muse Wonder (max)GPT-6 Astra (max)

Meta: Cyber Misuse Refusal Benchmark — Published by Meta on X, Oct 12, 2026. Source: x.com

43/ 100

ViralChart score

Small but loved

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

#721 of 1,162 AI chart posts we hold · #21 of 31 Meta 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 #721 of 1,162 AI chart posts.

Its 6K views sit at 0.16x Meta's 36.4K median, ranking #28 of 31 Meta posts.

At 0.007 views per follower against a 0.20 median, it lands in the 2nd percentile.

Engagement runs at 1.51%, 2.1x the 0.73% median among AI chart posts.

0.01views per follower

6K views from an account with 865.4K followers.

0.2xMeta's median post

6K views, where Meta's typical post gets 36.4K.

2charts in this one post

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

top 8%engagement rate

1.51% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

Public X numbers from our read on Oct 13, 2026. Peers: 1,162 AI chart posts we hold and 31 from Meta.

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 #721 of 1,162

Views	6K	#910	bottom 22%
Likes	79	#795	bottom 32%
Engagement rate	1.51%	#89	top 8%
Save rate	0.117%	#343	top 29%

Among 31 Meta posts

Score #21 of 31

Views	6K	#28	bottom 11%
Likes	79	#24	bottom 24%
Engagement rate	1.51%	#2	top 5%
Save rate	0.117%	#10	top 31%

Growth

Our reads cover 21 hours

Views6K

Age at our read1 days

Views per day of life5.9Kviews divided by days since it was posted

Gained between our reads+1.9Kviews over 21 hours, about 2.1K a day now

Dots are our reads. The dotted line from the day it was posted to our first read is a gap, not data.

Meta'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 · Oct 12, 2026

Meta posts Cyber Misuse Refusal Benchmark bar chart

The chart shows refusal rates from 97.5% to 86.3%, with engagement at the 92nd percentile among AI chart posts.

What happened

Meta published a bar chart on October 12, 2026 covering the Cyber Misuse Refusal Benchmark, alongside a second chart on Mishandling Personal Information. It was one of 4 posts from the account that day.

The numbers

It reached 6K views, #910 of 1,162 AI chart posts, against a 39.9K median. Its score of 43 ranks #721 of 1,162 AI chart posts and #21 of 31 Meta posts.

The lesson

A 2-chart post with 4 models drew 6K views, 0.16x Meta's 36.4K median, while its 1.51% engagement rate ran 2.1x the AI chart median. The chart type and model count did not travel; the engagement rate did.

What it means

At #21 of 31 Meta posts and #910 of 1,162 AI chart posts by views, this chart sits below the account's own reach pattern. The 1.51% engagement rate against a 0.73% AI median is the measured gap.

Written by ViralChart from public numbers read on Oct 13, 2026. Every number is checked against our data before it is shown.

Updates: what Meta posted next

Oct 12, 2026Model Performance Comparison1.9K views

Data and API

4 points read off this chart

Estimated from the image 97%

Group	Value	Read
Claude Fable 5.1 (max)	97.5 %	printed
Muse Wonder Full (max)	96.9 %	printed
Muse Wonder (max)	93.7 %	printed
GPT-6 Astra (max)	86.3 %	printed

Max plan · API

GET https://viral-chart.com/api/posts/9b978aeb4702.json
GET https://viral-chart.com/api/charts/9b978aeb4702.json
GET https://viral-chart.com/api/charts/9b978aeb4702.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 9b978aeb4702.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/9b978aeb4702`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/9b978aeb4702/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/9b978aeb4702/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/9b978aeb4702/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.