Models
Kimi (Moonshot AI)
Cost per Million Total Tokens vs Interactivity

@SemiAnalysis_X · Aug 1, 2026

Cost per Million Total Tokens vs Interactivity

@SemiAnalysis_'s scatter plot drew 105K views on X: 2.6x @semianalysis_'s median post and #372 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

AMD cost per million tokens vs interactivity

XData Scatter plot Kimi K2 All Kimi (Moonshot AI) modelsKimi K2.5/2.6/2.7-Code-1TFP48K1KH100H200B200B300

@SemiAnalysis_: Cost per Million Total Tokens vs Interactivity — Published by @SemiAnalysis_ on X, Aug 1, 2026. Source: x.com

69/ 100

ViralChart score

Reached and resonated

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

#252 of 1,162 AI chart posts we hold · #5 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

It sits in the Reached and resonated quadrant, at #252 of 1,162 AI chart posts.

Its 0.16% save rate sits at the 85th percentile among AI chart posts, 2.1x the 0.076% median.

The score of 69 places it #252 of 1,162 AI chart posts and #5 of 24 @SemiAnalysis_ posts.

At 105K views it runs 2.6x @SemiAnalysis_'s 40.3K company median, #6 of 24 @SemiAnalysis_ posts.

4.7xthe median scatter plot post

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

top 15%save rate

0.164% of viewers bookmarked it to come back to. The median post gets 0.076%.

2.6x@semianalysis_'s median post

105K views, where @semianalysis_'s typical post gets 40.3K.

top 48%engagement rate

0.75% 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 #252 of 1,162

Views	105K	#372	top 32%
Likes	693	#351	top 30%
Engagement rate	0.75%	#563	top 48%
Save rate	0.164%	#177	top 15%

Among 24 @semianalysis_ posts

Score #5 of 24

Views	105K	#6	top 23%
Likes	693	#5	top 19%
Engagement rate	0.75%	#8	top 31%
Save rate	0.164%	#6	top 23%

Growth

One read so far

Views105K

Age at our read72 days

Views per day of life1.5Kviews 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 · Aug 1, 2026

@SemiAnalysis_ charts AMD cost per million tokens vs interactivity

A scatter plot of 14 models drew 105K views and a 0.16% save rate, 2.1x the AI chart median.

What happened

@SemiAnalysis_ posted a scatter plot on August 1, 2026 covering AMD cost per million tokens vs interactivity, with 14 models shown. It was the account's only post that day.

The numbers

It reached 105K views, #372 of 1,162 AI chart posts, against a 39.9K median among AI chart posts. Its score of 69 ranks #252 of 1,162 AI chart posts and #5 of 24 @SemiAnalysis_ posts.

The lesson

A 0.16% save rate at the 85th percentile shows this scatter plot was kept at 2.1x the AI chart median. The 14-model comparison is the kind of chart readers bookmark to cite.

What it means

At #5 of 24 @SemiAnalysis_ posts and 2.6x the account's 40.3K median views, this chart sits near the top of the account's own output. The 0.16% save rate against the 0.076% AI median is the wider gap.

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

36 points read off this chart

Estimated from the image 30%

Series	Group	Value	Read
B200 (vLLM)	B200 (vLLM) - 2026-06-07	0.2 $	estimated
B200 (vLLM)	B200 (vLLM) - 2026-07-30	2.9 $	estimated
	B200 (vLLM)	0.15 $	estimated
	B200 (vLLM)	0.18 $	estimated
	B200 (vLLM)	0.2 $	estimated
	B200 (vLLM)	0.22 $	estimated
	B200 (vLLM)	0.25 $	estimated
	B200 (vLLM)	0.28 $	estimated
	B200 (vLLM)	0.3 $	estimated
	B200 (vLLM)	0.35 $	estimated
	B200 (vLLM)	0.4 $	estimated
	B200 (vLLM)	0.5 $	estimated

Showing 12 of 36. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/8d9e8eb4062e.json
GET https://viral-chart.com/api/charts/8d9e8eb4062e.json
GET https://viral-chart.com/api/charts/8d9e8eb4062e.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 8d9e8eb4062e.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.30 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/8d9e8eb4062e`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/8d9e8eb4062e/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/8d9e8eb4062e/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/8d9e8eb4062e/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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