DeepSeek-R1 throughput comparison
AMD's line chart drew 37.6K views on X: 1.0x its typical post and #2 of 7 AMD charts we track by views. Read Oct 10, 2026.
You can achieve breakthrough inference performance using DeepSeek-R1 on AMD Instinct MI300X GPUs, up to 5x higher throughput vs NVIDIA H200, by leveraging SGLang framework, new AI Tensor Engine for ROCm (AITER), and targeted hyperparameter
Why it spread
The post spread because it launched at the right time and explained itself, earning 548 likes, 76 reposts, 14 quotes, 38 saves, and 37,561 views, which is 2.5x the account's typical 220 likes.
What worked
- The chart type is a line chart showing throughput versus latency for two model configurations, which makes the performance comparison easy to grasp.
- The post text clearly states the benefit, up to 5x higher throughput versus NVIDIA H200, and names the specific tools used, so the chart explains itself.
- The launch timing aligned with interest in DeepSeek-R1 on AMD Instinct MI300X GPUs, driving engagement above the account's normal level.
What to borrow
We could use a line chart that plots throughput against latency for two configurations and pair it with a short post that names the exact framework and tuning steps, so the chart explains itself without extra context.
Careful
Do not over-read the low design polish, medium self-labelling, lack of branding, missing source line, below average source reach, or below average quote rate as reasons for success, and do not assume the same timing will work for us.
Written by our analysis model from the measured numbers above, not by AMD.
Make it yours
Your numbers, in this line chart.
Starts from the real numbers of "DeepSeek-R1, FP8, TP8" by AMD. Replace every number with yours before you post. Make one like this, step by step
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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 70a3415626ae.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/70a3415626ae | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/70a3415626ae/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/70a3415626ae/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 |
curl -s https://viral-chart.com/api/v1/charts/70a3415626ae/data \
-H "Authorization: Bearer $VIRALCHART_KEY"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
How far did AMD's "DeepSeek-R1 throughput comparison" chart travel?
37,561 views, 548 likes, 76 reposts and 38 saves on X, read Oct 10, 2026. A normal post from @AMD gets about 37.5K views.
What kind of chart is it?
A line chart. Throughput versus latency for two model configurations.
Can I use AMD's chart?
Use the format, not the picture. The chart, logo and design belong to AMD. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.