Models
Anthropic
Novel problem-solving by cost

AnthropicX · Jul 24, 2026 · official

Novel problem-solving by cost

Anthropic's scatter plot drew 3.7M views on X: 8.5x its median post and #44 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

XData Scatter plot Claude Opus 4 All Anthropic modelsOpus 5Opus 4.8GPT-5.6 Sol

Anthropic: Novel problem-solving by cost — Published by Anthropic on X, Jul 24, 2026. Source: x.com

68/ 100

ViralChart score

Wide but thin

More views than the median post but a lower engagement rate: many saw it, few acted. Common for big accounts.

#257 of 1,162 AI chart posts we hold · #28 of 56 Anthropic 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 Wide but thin quadrant, at #257 of 1,162 AI chart posts.

Its 3.7M views are 8.5x Anthropic's 431K median, ranking #10 of 56 Anthropic posts.

Engagement sits at 0.12%, the 3rd percentile among AI chart posts and #1,133 of 1,162.

At 1.93 views per follower, it lands in the 85th percentile across posts with known followers.

163xthe median scatter plot post

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

8.5xAnthropic's median post

3.7M views, where Anthropic's typical post gets 431K.

bottom 3%engagement rate

0.12% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

bottom 6%save rate

0.010% of viewers bookmarked it to come back to. The median post gets 0.076%.

Public X numbers from our read on Oct 13, 2026. Peers: 1,162 AI chart posts we hold and 56 from Anthropic.

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 #257 of 1,162

Views	3.7M	#44	top 4%
Likes	3.9K	#78	top 7%
Engagement rate	0.12%	#1,133	bottom 3%
Save rate	0.010%	#1,097	bottom 6%

Among 56 Anthropic posts

Score #28 of 56

Views	3.7M	#10	top 17%
Likes	3.9K	#19	top 33%
Engagement rate	0.12%	#55	bottom 3%
Save rate	0.010%	#56	bottom 1%

Growth

Our reads cover 27 hours

Views3.7M

Age at our read81 days

Views per day of life45.2Kviews divided by days since it was posted

Gained between our reads+81views over 27 hours, about 72 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.

Anthropic'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 24, 2026

Anthropic scatter plot on novel problem-solving by cost

Anthropic's July 24, 2026 scatter plot drew 3.7M views against a 0.12% engagement rate, landing in the Wide but thin quadrant.

What happened

Anthropic posted a scatter plot on novel problem-solving by cost on July 24, 2026. It was one of 5 posts from the account that day, alongside 4 others including an AI model benchmark comparison at 5.8M views.

The numbers

It reached 3.7M views, #44 of 1,162 AI chart posts and #10 of 56 Anthropic posts. Its score of 68 ranks #257 of 1,162 AI chart posts and #28 of 56 Anthropic posts.

The lesson

A 0.12% engagement rate against a 0.73% median among AI chart posts shows a scatter plot with 3 models can travel on views while sitting in the bottom decile for engagement.

What it means

At #28 of 56 Anthropic posts by score, this chart trails the account's own median engagement of 0.56%, so its 3.7M views come with a thin response against the account's typical post.

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

Updates: what Anthropic posted next

Data and API

3 points read off this chart

Estimated from the image 97%

Group	Value	Read
Opus 5 (high)	30 %	printed
Opus 4.8 (high)	2 %	printed
GPT-5.6 Sol	7 %	printed

Max plan · API

GET https://viral-chart.com/api/posts/bca615fa0c44.json
GET https://viral-chart.com/api/charts/bca615fa0c44.json
GET https://viral-chart.com/api/charts/bca615fa0c44.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 bca615fa0c44.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/bca615fa0c44`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/bca615fa0c44/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/bca615fa0c44/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/bca615fa0c44/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.