- Giants
- SemiAnalysis
- TCO vs interactivity
TCO vs interactivity
SemiAnalysis's line chart drew 45.2K views on X: 0.9x its typical post and #20 of 33 SemiAnalysis charts we track by views. Read Oct 10, 2026.
MI355X IS UP TO 1.7X BETTER 💰️PERF PER DOLLAR 💰️THAN DGX B300. The AMD Mainland China UMBP team co-designed, in collaboration with Alibaba & the @sgl_project community, a new feature in SGLang that removes the duplicated KVCache contained
Why it spread
The post spread because it paired a bold, self-explaining claim of up to 1.7x better performance per dollar against DGX B300 with a line chart showing total cost of ownership per chip falling as interactivity rises, and it reached 45,235 views, 268 likes, 30 reposts, 9 quotes, and 55 saves from consequence of an independent author and a top quarter source reach.
What worked
- The chart explains itself, with high self-labelling and a source line, so viewers could grasp the cost per chip versus interactivity story without extra context.
- The post text leads with a clear, branded comparison of up to 1.7x better performance per dollar, which gives the chart a strong reason to be shared.
- The independent author framing and top quarter source reach helped the post travel, producing an above average quote rate and 55 saves.
What to borrow
We could use the same self-explaining line chart form to show one of our own cost or efficiency metrics falling or rising across a clear axis, and pair it with a short branded headline that states the comparison plainly.
Careful
Do not copy the exact performance per dollar claim or treat the 1.7x figure as a general result, since it comes from a specific collaboration and a specific feature, and do not over-read the saves, quotes, or views as proof of broad agreement.
Written by our analysis model from the measured numbers above, not by SemiAnalysis.
Make it yours
Your numbers, the bar chart way.
Starts from the real numbers of "DeepSeek V4 0813 1.6T Cost Tier: Rent - 3 Year Commit" by SemiAnalysis. 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 fec16d45cb76.
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.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/fec16d45cb76 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/fec16d45cb76/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/fec16d45cb76/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/fec16d45cb76/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 SemiAnalysis's "TCO vs interactivity" chart travel?
45,235 views, 268 likes, 30 reposts and 55 saves on X, read Oct 10, 2026. A normal post from @SemiAnalysis_ gets about 52.2K views.
What kind of chart is it?
A line chart. TCO per chip decreases as interactivity increases across models.
Can I use SemiAnalysis's chart?
Use the format, not the picture. The chart, logo and design belong to SemiAnalysis. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.