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@EpochAIResearchX · Oct 6, 2026

GLM 5.3 Flash token hosting shift

@EpochAIResearch's stacked bar chart drew 5.1K views on X: 1.0x @epochairesearch's median post and #944 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

Stacked bars compare Z.ai versus third-party hosting of GLM 5.3 Flash tokens across two dates.

Published by @EpochAIResearch on X, Oct 6, 2026. Source: x.com
37/ 100

ViralChart score

Small but loved

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

#798 of 1,162 AI chart posts we hold · #34 of 59 @epochairesearch 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 #798 of 1,162 AI chart posts by score.

A 0.14% save rate sits at the 78th percentile among AI chart posts cal, 1.8x the 0.076% median.

The account posted 2 items that day, and this one ranked #1 of 2 by views.

The score of 37 places it at #798 of 1,162 AI chart posts and #34 of 59 @EpochAIResearch posts.

0.2xthe median stacked bar chart post

Across 15 stacked bar chart posts we hold, the median gets 32.8K views.

top 22%save rate

0.138% of viewers bookmarked it to come back to. The median post gets 0.076%.

2posts from @epochairesearch that day

Part of a run of 2 posts on Oct 6, 2026. This one was #1 of 2 by views that day.

top 29%engagement rate

0.97% 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 59 from @epochairesearch.

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 #798 of 1,162

Views5.1K#944bottom 19%
Likes41#904bottom 22%
Engagement rate0.97%#337top 29%
Save rate0.138%#260top 22%

Among 59 @epochairesearch posts

Score #34 of 59

Views5.1K#32bottom 47%
Likes41#38bottom 36%
Engagement rate0.97%#44bottom 26%
Save rate0.138%#28top 47%

Growth

Our reads cover 27 hours

Views5.1K
Age at our read7 days
Views per day of life723views divided by days since it was posted
Gained between our reads+27views over 27 hours, about 24 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.

@epochairesearch'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 6, 2026

@EpochAIResearch charts GLM 5.3 Flash token hosting shift

A stacked bar chart on Z.ai versus third-party hosting of GLM 5.3 Flash tokens drew 5.1K views and a 0.14% save rate.

What happened

@EpochAIResearch posted a stacked bar chart on October 6, 2026, comparing Z.ai versus third-party hosting of GLM 5.3 Flash tokens across two dates. It came with 1 other post that day, on China's leading AI labs flagship releases.

The numbers

It reached 5.1K views, ranking #944 of 1,162 AI chart posts, against a median of 39.9K views among AI chart posts. Its score of 37 ranked #798 of 1,162 AI chart posts and #34 of 59 @EpochAIResearch posts.

The lesson

A 0.14% save rate, 1.8x the 0.076% median among AI chart posts, shows readers keep this stacked bar chart at a higher rate than the median. The 5.1K views against the 39.9K median among AI chart posts show the save rate and the view count moved apart.

What it means

At #34 of 59 @EpochAIResearch posts by score, this chart sits below the account's own middle. The 1.8x save rate over the 0.076% median among AI chart posts is the measured gap between what readers keep and what the view count shows.

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

Data and API

4 points read off this chart

Estimated from the image 60%
SeriesGroupValueRead
Hosted by Z.aiAug 27, 20261 trillionsestimated
Hosted by third partiesAug 27, 20260.135 trillionsestimated
Hosted by Z.aiSept 15, 20260.235 trillionsestimated
Hosted by third partiesSept 15, 20260.9 trillionsestimated

Max plan · API

GET https://viral-chart.com/api/posts/ae0c3521c23a.json
GET https://viral-chart.com/api/charts/ae0c3521c23a.json
GET https://viral-chart.com/api/charts/ae0c3521c23a.skill.md

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 ae0c3521c23a.

PathReturnsPlan
GET/api/v1/charts/ae0c3521c23aTitle, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/ae0c3521c23a/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/ae0c3521c23a/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/ae0c3521c23a/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?

@EpochAIResearch published it on Oct 6, 2026 on X (x.com). We keep it here, with the publisher and date credited as text, so you can study it without leaving.

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