GPU throughput comparison
AMD's line chart drew 36.9K views on X: 1.0x its typical post and #4 of 7 AMD charts we track by views. Read Oct 10, 2026.
How to get optimal inference performance with AMD Instinct MI300X:
Why it spread
This chart post from @AMD spread mainly because of launch timing, reaching 36,910 views and 322 likes, which is 1.5x the account's typical likes of 220, while reposts hit 38, quotes 4, and saves 18.
What worked
- The post tied the chart to a timely launch moment, which drove attention beyond the account's normal baseline of 220 likes.
- The post text framed the chart around practical tuning topics like Docker images, TP size tuning with larger HBM capacity, and efficient modes for small versus large models.
- The post named concrete tools and models such as Llama, DeepSeek, FP8 quantized models from AMD on huggingface, and the vLLM engine parameters, giving viewers clear reasons to engage.
What to borrow
We could pair our own throughput versus latency chart for various GPU configurations with a launch moment and a short list of practical tuning steps, keeping the framing simple and useful.
Careful
Do not over-read the design or labelling, since design polish was low and self labelling was low, and do not assume the chart alone drove the result because the main reason listed is launch timing.
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 "Total Throughput (tks) vs e2e latency (ms) - llama 3.1 405b fp8" by AMD. Replace every number with yours before you post. Make one like this, step by step
Free pictures carry a small "Made with ViralChart" line. That line is how other people find us.
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 aa9a01249103.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/aa9a01249103 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/aa9a01249103/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/aa9a01249103/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/aa9a01249103/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 "GPU throughput comparison" chart travel?
36,910 views, 322 likes, 38 reposts and 18 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 various GPU 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.