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@EpochAIResearchX · Dec 23, 2025

Energy consumption per ChatGPT query

@EpochAIResearch's bar chart drew 963 views on X: 0.2x @epochairesearch's median post and #1,128 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Energy use per ChatGPT query is small vs everyday items

Published by @EpochAIResearch on X, Dec 23, 2025. Source: x.com
33/ 100

ViralChart score

Small but loved

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

#867 of 1,162 AI chart posts we hold · #47 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, with a score rank of #867 of 1,162 AI chart posts.

Its 963 views sit at 0.18x the 5.3K median for @EpochAIResearch posts, ranking #52 of 59 @EpochAIResearch posts.

The 2.08% engagement rate lands in the 98th percentile among AI chart posts, against a DPI median of 0.73%.

The score of 33 places it at #867 of 1,162 AI chart posts and #47 of 59 @EpochAIResearch posts.

0.0xthe median bar chart post

Across 241 bar chart posts we hold, the median gets 25.6K views.

0.2x@epochairesearch's median post

963 views, where @epochairesearch's typical post gets 5.3K.

top 2%engagement rate

2.08% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

top 3%save rate

0.312% 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 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 #867 of 1,162

Views963#1,128bottom 3%
Likes16#1,059bottom 9%
Engagement rate2.08%#18top 2%
Save rate0.312%#32top 3%

Among 59 @epochairesearch posts

Score #47 of 59

Views963#52bottom 13%
Likes16#52bottom 12%
Engagement rate2.08%#9top 14%
Save rate0.312%#4top 6%

Growth

One read so far

Views963
Age at our read293 days
Views per day of life3views 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.

@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 · Dec 23, 2025

@EpochAIResearch charts energy use per ChatGPT query

A single bar chart on ChatGPT query energy drew 963 views and a 2.08% engagement rate, landing in the 98th percentile among AI chart posts.

What happened

@EpochAIResearch posted a bar chart on December 23, 2025, on energy consumption per ChatGPT query. It was the account's only post that day.

The numbers

It reached 963 views, ranking #1,128 of 1,162 AI chart posts, against a median of 39.9K views among AI chart posts. Its score of 33 ranks #867 of 1,162 AI chart posts.

The lesson

A 2.08% engagement rate at the 98th percentile among AI chart posts came with 963 views, so this single-model bar chart was saved and liked at a top-decile rate even at low reach.

What it means

At #47 of 59 @EpochAIResearch posts by score, this post trails the account's own median engagement of 1.37%, so its 2.08% rate stands out against a weak account-level baseline.

Written by ViralChart from public numbers read on Oct 12, 2026. Every number is checked against our data before it is shown.

Data and API

7 points read off this chart

Estimated from the image 75%
SeriesGroupValueRead
Typical ChatGPT query0.3 watt-hoursprinted
Running a 10W lightbulb for 5 minutes0.8 watt-hoursestimated
Using a laptop for 5 minutes1.5 watt-hoursestimated
Long-input query3 watt-hoursestimated
Microwaving for 30 seconds10 watt-hoursestimated
Average US household consumption per minute20 watt-hoursestimated
Maximum-input query40 watt-hoursestimated

Max plan · API

GET https://viral-chart.com/api/posts/bebe97cd304d.json
GET https://viral-chart.com/api/charts/bebe97cd304d.json
GET https://viral-chart.com/api/charts/bebe97cd304d.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 bebe97cd304d.

PathReturnsPlan
GET/api/v1/charts/bebe97cd304dTitle, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/bebe97cd304d/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/bebe97cd304d/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/bebe97cd304d/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 Dec 23, 2025 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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