SAM 3.1 vs SAM 3 Performance
Meta's line chart drew 344.6K views on X: 9.5x its median post and #191 of 1,162 AI chart posts we hold by views. Read Oct 10, 2026.
We’re releasing SAM 3.1: a drop-in update to SAM 3 that introduces object multiplexing to significantly improve video processing efficiency without sacrificing accuracy.
Why it spread
This chart post from @AIatMeta spread because an independent author posted it at launch timing, and it reached 344,557 views with 2,212 likes, 269 reposts, 65 quotes, and 742 saves.
What worked
- The post came from an independent author, which gave the chart more credibility than a self-promotional brand post.
- The launch timing aligned with the SAM 3.1 release, so the chart rode existing attention around the announcement.
- The chart used a line form to show SAM 3.1 outperforming SAM 3 across object counts, which made the efficiency gain easy to grasp at a glance.
What to borrow
We could pair our own chart with a launch moment and let an independent voice share it, using a simple line form to show one version beating another across a clear range.
Careful
Do not over-read the quote rate as proof of debate, and do not assume the same reach will follow without the launch timing and independent author.
Written by our analysis model from the measured numbers above, not by Meta.
Make it yours
Your numbers, in this line chart.
Starts from the real numbers of "SAM 3.1 and SAM 3 with Realistic Workload on a Single November 2025 H100" by Meta. 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 6663ac5d98bc.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/6663ac5d98bc | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/6663ac5d98bc/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/6663ac5d98bc/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/6663ac5d98bc/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 Meta's "SAM 3.1 vs SAM 3 Performance" chart travel?
344,557 views, 2,212 likes, 269 reposts and 742 saves on X, read Oct 10, 2026. A normal post from @AIatMeta gets about 25.7K views.
What kind of chart is it?
A line chart. SAM 3.1 outperforms SAM 3 across object counts.
Can I use Meta's chart?
Use the format, not the picture. The chart, logo and design belong to Meta. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.