LLM Model Success Rates
NVIDIA's benchmark bar chart drew 16.3K views on X: 0.8x its typical post and #12 of 13 NVIDIA charts we track by views. Read Oct 10, 2026.
Love seeing Nemotron 3.5 Lightning land in the top 4 open-weight models on @pinchbench with an 86.4% avg success rate on standardized @OpenClaw agent tests 🦞
Why it spread
This post spread mainly because it rode a hot topic that week and launch timing, with the account getting 1.6x its normal likes, reaching 224 likes, 24 reposts, 2 quotes, 19 saves and 16,295 views.
What worked
- The post ties the chart to a clear ranking claim, naming a top 4 open-weight placement and a number one spot, which gives viewers an instant reason to look.
- The framing pairs a fresh launch with an existing leader, so the chart tells a two part story instead of a single static result.
- The account posted about a hot topic that week with launch timing behind it, and the measured engagement ran 1.6x the account's typical likes.
What to borrow
We could take our own benchmark results and frame them the same way, showing where a new model lands and whether an older one still holds the top spot, then let the ranking do the talking.
Careful
Do not over read this as proof that the chart design drove the spread, since the main reasons were a hot topic that week and launch timing, and the quote rate sat in the bottom quarter with source reach below average.
Written by our analysis model from the measured numbers above, not by NVIDIA.
Make it yours
Your numbers, in this benchmark bar chart.
Starts from the real numbers of "PinchBench OpenClaw LLM Model Benchmarking" 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 ed1e76a50938.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/ed1e76a50938 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/ed1e76a50938/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/ed1e76a50938/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/ed1e76a50938/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 "LLM Model Success Rates" chart travel?
16,295 views, 224 likes, 24 reposts and 19 saves on X, read Oct 10, 2026. A normal post from @NVIDIAAI gets about 20.6K views.
What kind of chart is it?
A benchmark bar chart. Model success rates ranked by average score.
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.