Models
DeepSeek
System Output Throughput vs Output Speed per Query

@ArtificialAnlysX · Jan 16, 2026

System Output Throughput vs Output Speed per Query

@ArtificialAnlys's line chart drew 5.2K views on X: 0.5x @artificialanlys's median post and #932 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

System output throughput vs output speed per query

XData Line chart DeepSeek R1 All DeepSeek modelsH200 - vLLMB200 - vLLMH200 - TensorRT-LLM - Max ThroughputMI300X - SGLangSN40L - Optimal

35/ 100

ViralChart score

Small but loved

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

#832 of 1,162 AI chart posts we hold · #260 of 491 @artificialanlys 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

Small but loved: views below the AI chart median, engagement at or above it, score rank #832 of 1,162 AI chart posts.

Its 0.99% engagement rate sits at the 73rd percentile among AI chart posts, against a 0.73% median.

At 5.2K views, the post runs 0.46x @ArtificialAnlys's 11.4K company median.

A score of 35 lands at #832 of 1,162 AI chart posts and #260 of 491 @ArtificialAnlys posts.

0.1xthe median line chart post

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

0.5x@artificialanlys's median post

5.2K views, where @artificialanlys's typical post gets 11.4K.

top 27%engagement rate

0.99% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

top 39%save rate

0.095% 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 491 from @artificialanlys.

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 #832 of 1,162

Views	5.2K	#932	bottom 20%
Likes	46	#882	bottom 24%
Engagement rate	0.99%	#316	top 27%
Save rate	0.095%	#459	top 39%

Among 491 @artificialanlys posts

Score #260 of 491

Views	5.2K	#327	bottom 34%
Likes	46	#298	bottom 40%
Engagement rate	0.99%	#167	top 34%
Save rate	0.095%	#201	top 41%

Growth

One read so far

Views5.2K

Age at our read269 days

Views per day of life19views 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.

@artificialanlys'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 · Jan 16, 2026

@ArtificialAnlys charts system output throughput against output speed per query

A line chart on system output throughput versus output speed per query drew 5.2K views and a 0.99% engagement rate.

What happened

@ArtificialAnlys posted a line chart on system output throughput versus output speed per query on January 16, 2026. It was the account's only post that day.

The numbers

The post reached 5.2K views, #932 of 1,162 AI chart posts by views and #327 of 491 @ArtificialAnlys posts. Its score of 35 ranks #832 of 1,162 AI chart posts.

The lesson

A 0.99% engagement rate at the 73rd percentile came with a 0.095% save rate: readers engaged with this line chart without keeping it.

What it means

At 0.46x @ArtificialAnlys's 11.4K company median views, this post sits below the account's own reach while its 0.99% engagement rate clears the 0.73% AI chart median.

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

Updates: what @artificialanlys posted next

Data and API

95 points read off this chart

Estimated from the image 50%

Group	Value	Read
H200 - vLLM	16384 tokens/s	printed
H200 - vLLM	12000 tokens/s	printed
H200 - vLLM	10000 tokens/s	printed
H200 - vLLM	8000 tokens/s	printed
H200 - vLLM	6000 tokens/s	printed
H200 - vLLM	5000 tokens/s	printed
H200 - vLLM	4000 tokens/s	printed
H200 - vLLM	3500 tokens/s	printed
H200 - vLLM	3000 tokens/s	printed
H200 - vLLM	2500 tokens/s	printed
H200 - vLLM	2000 tokens/s	printed
H200 - vLLM	1500 tokens/s	printed

Showing 12 of 95. All points, the redraw and the maker

Max plan · API

GET https://viral-chart.com/api/posts/e3ae1530f34a.json
GET https://viral-chart.com/api/charts/270ed19bfe4f.json
GET https://viral-chart.com/api/charts/270ed19bfe4f.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 270ed19bfe4f.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/270ed19bfe4f`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/270ed19bfe4f/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/270ed19bfe4f/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/270ed19bfe4f/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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