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TCO per GPU vs Interactivity

@SemiAnalysis_X · Feb 25, 2026

TCO per GPU vs Interactivity

@SemiAnalysis_'s line chart drew 2.7K views on X: 0.1x @semianalysis_'s median post and #1,048 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

TCO per GPU vs Interactivity for AI models

XData Line chart DeepSeek R1 All DeepSeek modelsDeepSeek R1 0528GB200 NVL72GB300 NVL72B200B300MI355XH200

@SemiAnalysis_: TCO per GPU vs Interactivity — Published by @SemiAnalysis_ on X, Feb 25, 2026. Source: x.com

11/ 100

ViralChart score

Quiet

Fewer views and a lower engagement rate than the median post.

#1,148 of 1,162 AI chart posts we hold · #24 of 24 @semianalysis_ 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 Quiet quadrant, with a score rank of #1,148 of 1,162 AI chart posts.

Its 2.7K views sit at 0.07x @SemiAnalysis_'s median post, against a company median of 40.3K.

The score of 11 places it at #1,148 of 1,162 AI chart posts and #24 of 24 @SemiAnalysis_ posts.

Engagement of 0.40% is 0.55x the AI chart median of 0.73%, at the 18th percentile.

0.1x@semianalysis_'s median post

2.7K views, where @semianalysis_'s typical post gets 40.3K.

0.0xthe median line chart post

Across 68 line chart posts we hold, the median gets 73.7K views.

2charts in this one post

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

bottom 18%engagement rate

0.40% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

Public X numbers from our read on Oct 12, 2026. Peers: 1,162 AI chart posts we hold and 24 from @semianalysis_.

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 #1,148 of 1,162

Views	2.7K	#1,048	bottom 10%
Likes	10	#1,115	bottom 4%
Engagement rate	0.40%	#955	bottom 18%
Save rate	0.036%	#947	bottom 19%

Among 24 @semianalysis_ posts

Score #24 of 24

Views	2.7K	#24	bottom 2%
Likes	10	#22	bottom 10%
Engagement rate	0.40%	#19	bottom 23%
Save rate	0.036%	#20	bottom 19%

Growth

One read so far

Views2.7K

Age at our read230 days

Views per day of life12views 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.

@semianalysis_'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 · Feb 25, 2026

@SemiAnalysis_ posts TCO per GPU vs Interactivity line chart

A line chart on TCO per GPU against interactivity drew 2.7K views and a 0.40% engagement rate, both below the AI chart median.

What happened

@SemiAnalysis_ posted a line chart on TCO per GPU vs Interactivity on February 25, 2026. It was one of 2 posts from the account that day, alongside a chart on TCO $/GPU per Million Total Tokens vs Interactivity.

The numbers

The post reached 2.7K views, ranking #1,048 of 1,162 AI chart posts and #24 of 24 @SemiAnalysis_ posts. Its score of 11 ranks #1,148 of 1,162 AI chart posts.

The lesson

The chart shows printed values from $0.3 to $1.3 for B200 (SGLang), and the post drew 2.7K views against a 39.9K median among AI chart posts. A 0.40% engagement rate against a 0.73% AI chart median leaves the chart's plotted values with little save or like activity.

What it means

At #24 of 24 @SemiAnalysis_ posts and 0.07x the company median of 40.3K views, this chart post sits at the account's floor. The 0.40% engagement rate against the 0.73% AI chart median marks it as a low-engagement chart for the publisher.

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

Updates: what @semianalysis_ posted next

Data and API

12 points read off this chart

Estimated from the image 50%

Group	Value	Read
B200 (SGLang)	0.3 $	printed
B200 (SGLang)	0.4 $	printed
B200 (SGLang)	0.5 $	printed
B200 (SGLang)	0.7 $	printed
B200 (SGLang)	0.9 $	printed
B200 (SGLang)	1.3 $	printed
MI355X (SGLang)	0.3 $	printed
MI355X (SGLang)	0.4 $	printed
MI355X (SGLang)	0.5 $	printed
MI355X (SGLang)	0.7 $	printed
MI355X (SGLang)	0.9 $	printed
MI355X (SGLang)	1.3 $	printed

Max plan · API

GET https://viral-chart.com/api/posts/1f09cb6c7d4a.json
GET https://viral-chart.com/api/charts/cea2a9083b50.json
GET https://viral-chart.com/api/charts/cea2a9083b50.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 cea2a9083b50.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/cea2a9083b50`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/cea2a9083b50/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/cea2a9083b50/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/cea2a9083b50/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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