1. Chart data
  2. semianalysis
  3. Interpolated Token Throughput per GPU (tok/s/gpu)
semianalysisLine chart · 85 points · DeepSeek R1

Interpolated Token Throughput per GPU (tok/s/gpu)

The numbers behind a chart semianalysis published, redrawn natively. Check the original, study the data, then make your own.

Estimated from the image 80%DeepSeek R1All DeepSeek modelsAll chart data
Chart by semianalysis. Source: x.com

Simplified redraw

Drawn by us from the numbers below. Hover, tap or use the arrow keys.

A simplified redraw: it shows the numbers in our own look, not the look of the original. One accent marks what the chart is about. Values marked with ~ in the table are estimates.

The numbers

First 10 of 85 points are free
GroupValue (tok/s/gpu)SourceConf.
Dec 14~522Estimate0.80
Dec 15~522Estimate0.80
Dec 16~522Estimate0.80
Dec 17~522Estimate0.80
Dec 18~522Estimate0.80
Dec 19~522Estimate0.80
Dec 20~522Estimate0.80
Dec 21~522Estimate0.80
Dec 22~522Estimate0.80
Dec 23~522Estimate0.80

Max data, free with your email for now

See all 85 points and download the files

The full table, the JSON, a CSV and the agent skill file for this chart. These are Max in the plan; while this is a prototype your email unlocks them.

Unlocks all 35 giants. One email a week, leave any time. What you get · Log in

Dec 24~522Estimate0.80
Dec 25~522Estimate0.80
Dec 26~522Estimate0.80
Dec 27~522Estimate0.80
Dec 28~522Estimate0.80
Dec 29~522Estimate0.80
Dec 30~522Estimate0.80
Dec 31~522Estimate0.80
Jan 01~522Estimate0.80
Jan 02~522Estimate0.80
Jan 03~522Estimate0.80
Jan 04~522Estimate0.80
Jan 05~522Estimate0.80
Jan 06~522Estimate0.80
Jan 07~522Estimate0.80
Jan 08~522Estimate0.80
Jan 09~522Estimate0.80
Jan 10~522Estimate0.80
Jan 11~522Estimate0.80
Jan 12~522Estimate0.80
Jan 13~522Estimate0.80
Jan 14~522Estimate0.80
Jan 15~522Estimate0.80
Jan 16~522Estimate0.80
Jan 17~522Estimate0.80
Jan 18~522Estimate0.80
Jan 19~522Estimate0.80
Jan 20~522Estimate0.80
Jan 21~522Estimate0.80
Jan 22~522Estimate0.80
Jan 23~522Estimate0.80
Jan 24~522Estimate0.80
Jan 25~522Estimate0.80
Jan 26~522Estimate0.80
Jan 27~522Estimate0.80
Jan 28~522Estimate0.80
Jan 29~522Estimate0.80
Jan 30~522Estimate0.80
Jan 31~522Estimate0.80
Feb 01~522Estimate0.80
Feb 02~522Estimate0.80
Feb 03~522Estimate0.80
Feb 04~522Estimate0.80
Feb 05~522Estimate0.80
Feb 06~522Estimate0.80
Feb 07~522Estimate0.80
Feb 08~522Estimate0.80
Feb 09~522Estimate0.80
Feb 10~522Estimate0.80
Feb 11~522Estimate0.80
Feb 12~522Estimate0.80
Feb 13~522Estimate0.80
Feb 14~522Estimate0.80
Feb 15~522Estimate0.80
Feb 16~522Estimate0.80
Feb 17~522Estimate0.80
Feb 18~522Estimate0.80
Feb 19~522Estimate0.80
Feb 20~522Estimate0.80
Feb 21~522Estimate0.80
Feb 22~522Estimate0.80
Feb 23~522Estimate0.80
Feb 24~522Estimate0.80
Feb 25~522Estimate0.80
Feb 26~522Estimate0.80
Feb 27~522Estimate0.80
Feb 28~522Estimate0.80
Mar 01~522Estimate0.80
Mar 02~522Estimate0.80
Mar 03~522Estimate0.80
Mar 04~522Estimate0.80
Mar 05~522Estimate0.80
Mar 06~522Estimate0.80
Mar 07~522Estimate0.80
Mar 08~522Estimate0.80
Download this chart's data

Max subscribers get the same data by API. API docs

JSONAgent skill file

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 cf392c1d9eca.

See the Max planAPI docs
PathReturnsPlan
GET/api/v1/charts/cf392c1d9ecaTitle, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/cf392c1d9eca/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/cf392c1d9eca/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/cf392c1d9eca/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.

Make one like this

This chart's shape, your numbers.

Live preview. Everything stays on your device.

Pick the form

A simplified form: our own look, not the look of the original. Your numbers start from this chart's data.

More data from DeepSeek

All chart data
Partly publisher's numbersReplica 8.1Accuracy / Percentile (%)DeepSeek · Benchmark bar chart · 30 pointsEstimated from the imageGlobal KV Cache Per Token (Bytes)DeepSeek · Bar chart · 4 pointsEstimated from the imageReplica 6.3AI Model Benchmark Performance Comparisonqwen · Benchmark bar chart · 25 pointsPartly publisher's numbersReplica 8.3Accuracy / Percentile (%)DeepSeek · Benchmark bar chart · 30 pointsPartly publisher's numbersAccuracy / Percentile (%)DeepSeek · Benchmark bar chart · 36 pointsEstimated from the imageReplica 9.0AI Model Benchmarks ComparisonDeepSeek · Benchmark bar chart · 20 points

Questions people ask

How accurate are these numbers?

They are estimated from the image by two independent passes, with confidence 0.80 on a 0 to 1 scale. Printed numbers read well; values read off an axis can be a few percent off.

Can I reuse this data?

The numbers describe a chart that semianalysis published. The image, layout and styling belong to them. Use the numbers with a credit to the publisher, and make your picture from your own data.

How do I get the file?

The JSON, CSV and agent skill file are under the email gate on this page. In this prototype they are static files at /api/charts/cf392c1d9eca.json and /api/charts/cf392c1d9eca.skill.md.