Physics-IQ model benchmark
NVIDIA's leaderboard drew 4.3K views on X: 0.2x its typical post and #13 of 13 NVIDIA charts we track by views. Read Oct 10, 2026.
Physis-Lang with NVIDIA Cosmos 3 Super and Nano rank #1 and #2 on the Physics-IQ Verified image-to-video leaderboard.
Why it spread
This post spread mainly because of launch timing and an unusual chart type, not because of raw engagement, since it got 21 likes, 5 reposts, 0 quotes, 5 saves, and 4,295 views, which is only 0.2x the account's typical likes of 137.
What worked
- The post tied the chart to a launch moment, which gave people a timely reason to share it.
- The chart used a leaderboard format, which is an unusual chart type for this account and made the ranking easy to scan.
- The post was branded and clearly connected to NVIDIA Cosmos 3 Super and Nano ranking first and second on the Physics-IQ Verified image-to-video leaderboard.
What to borrow
We could use the same leaderboard framing when our own models or tools rank well on a public benchmark, and pair it with a launch or release moment so the chart feels timely.
Careful
Do not over-read the spread as strong audience demand, because the likes were far below the account's typical likes, the quote rate was in the bottom quarter, and the source reach was below average.
Written by our analysis model from the measured numbers above, not by NVIDIA.
Make it yours
Your numbers, in this table chart.
Starts from the real numbers of "Physics-IQ Verified Model Results" by NVIDIA. 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 dbd2739c094e.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/dbd2739c094e | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/dbd2739c094e/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/dbd2739c094e/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/dbd2739c094e/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 NVIDIA's "Physics-IQ model benchmark" chart travel?
4,295 views, 21 likes, 5 reposts and 5 saves on X, read Oct 10, 2026. A normal post from @NVIDIAAI gets about 20.6K views.
What kind of chart is it?
A leaderboard. Physics-IQ verified model rankings for video understanding.
Can I use NVIDIA's chart?
Use the format, not the picture. The chart, logo and design belong to NVIDIA. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.