Models
OpenAI
Cloud turn frequency by time of day

OpenAIX · Mar 30, 2026 · official

Cloud turn frequency by time of day

OpenAI's grouped bar chart drew 144.8K views on X: 0.9x its median post and #323 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

Long-running queries often occur at end of day

XData Grouped bar chart Codex All OpenAI models

OpenAI: Cloud turn frequency by time of day — Published by OpenAI on X, Mar 30, 2026. Source: x.com

77/ 100

ViralChart score

Reached and resonated

More views and a higher engagement rate than the median post: it travelled and people acted on it.

#101 of 1,162 AI chart posts we hold · #5 of 74 OpenAI 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 Reached and resonated quadrant, at #101 of 1,162 AI chart posts.

Its score of 77 ranks #101 of 1,162 AI chart posts and #5 of 74 OpenAI posts.

A 0.17% save rate sits at the 85th percentile among AI chart posts, against a 0.076% median.

At 0.32 views per follower, it clears the 0.20 median across posts with known followers.

top 15%save rate

0.166% of viewers bookmarked it to come back to. The median post gets 0.076%.

0.32views per follower

144.8K views from an account with 457.2K followers.

top 25%engagement rate

1.05% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

1.7xthe median grouped bar chart post

Across 108 grouped bar chart posts we hold, the median gets 87.5K views.

Public X numbers from our read on Oct 13, 2026. Peers: 1,162 AI chart posts we hold and 74 from OpenAI.

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 #101 of 1,162

Views	144.8K	#323	top 28%
Likes	1.3K	#223	top 19%
Engagement rate	1.05%	#287	top 25%
Save rate	0.166%	#175	top 15%

Among 74 OpenAI posts

Score #5 of 74

Views	144.8K	#42	bottom 44%
Likes	1.3K	#24	top 32%
Engagement rate	1.05%	#7	top 9%
Save rate	0.166%	#2	top 2%

Growth

Our reads cover 23 hours

Views144.8K

Age at our read197 days

Views per day of life735views divided by days since it was posted

Gained between our reads+2views over 23 hours, about 2 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.

OpenAI'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 30, 2026

OpenAI charts cloud turn frequency by time of day

A grouped bar chart on cloud turn frequency by time of day drew 145K views and a 0.17% save rate.

What happened

OpenAI posted a grouped bar chart on cloud turn frequency by time of day on March 30, 2026. It was the account's only post that day.

The numbers

It reached 145K views, ranking #323 of 1,162 AI chart posts. Its score of 77 ranks #101 of 1,162 AI chart posts and #5 of 74 OpenAI posts.

The lesson

A 0.17% save rate, at the 85th percentile among AI chart posts, shows readers bookmark this grouped bar chart at more than the 0.076% median rate.

What it means

At #5 of 74 OpenAI posts, this chart sits near the top of the account's own output, while its 145K views rank #323 of 1,162 AI chart posts.

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

Updates: what OpenAI posted next

Data and API

15 points read off this chart

Estimated from the image 60%

Series	Group	Value	Read
1+ hour cloud turns	0	100 %	estimated
2+ hour cloud turns	0	190 %	estimated
3+ hour cloud turns	0	310 %	estimated
1+ hour cloud turns	1	10 %	estimated
2+ hour cloud turns	1	25 %	estimated
3+ hour cloud turns	1	45 %	estimated
1+ hour cloud turns	2	-2 %	estimated
2+ hour cloud turns	2	-5 %	estimated
3+ hour cloud turns	2	-8 %	estimated
1+ hour cloud turns	3	-10 %	estimated
2+ hour cloud turns	3	-25 %	estimated
3+ hour cloud turns	3	-40 %	estimated

Showing 12 of 15. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/ca662d4ead0f.json
GET https://viral-chart.com/api/charts/ca662d4ead0f.json
GET https://viral-chart.com/api/charts/ca662d4ead0f.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 ca662d4ead0f.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/ca662d4ead0f`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/ca662d4ead0f/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/ca662d4ead0f/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/ca662d4ead0f/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?

OpenAI published it on Mar 30, 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.