- Giants
- Kimi (Moonshot AI)
- Pass Rate vs Sample Budget
Pass Rate vs Sample Budget
Kimi (Moonshot AI)'s line chart drew 33.3K views on X: 0.2x its typical post and #17 of 18 Kimi (Moonshot AI) charts we track by views. Read Oct 10, 2026.
🔬 Sharing an early look at Kimina-Prover, our new Lean theorem proving model from our collaboration with Numina! @JiaLi52524397
Why it spread
It spread mainly because of launch timing and a big source: the post went out on 2025-04-14 from an ai-lab account and reached 33,288 views, 330 likes, 60 reposts, 9 quotes and 93 saves, even though that is only 0.2x the account's typical likes of 1,615.
What worked
- The chart is a line chart showing pass rate increasing with sample budget across methods, which matches the post's claim of 80.7% on the miniF2F and a state of the art result.
- The framing is an early look at a new model from a collaboration, which gives readers a reason to share before a full release.
- The post pairs a benchmark result with a short explanation of the reinforcement learning pipeline for proof exploration, so the chart has context.
What to borrow
We can use the same form by pairing one headline benchmark number with a line chart that shows our method improving as the sample budget grows, and by labelling it as an early look from a named collaboration.
Careful
Do not over-read the engagement: likes were only 0.2x the account's typical likes, so the reach came from launch timing and a big source, not from the chart alone; also note the chart has medium design polish, medium self-labelling, no unusual form, no branding and no source line.
Written by our analysis model from the measured numbers above, not by Kimi (Moonshot AI).
Make it yours
We have not read this chart's numbers yet
Its own maker appears here once its numbers are read. Until then, these are other real charts in a similar format: each data page starts from that chart's numbers and takes yours.
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 3c133a753cf5.
Approximate values. Our two readings of this chart agreed only in part (confidence 0.44 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/3c133a753cf5 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/3c133a753cf5/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/3c133a753cf5/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/3c133a753cf5/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 Kimi (Moonshot AI)'s "Pass Rate vs Sample Budget" chart travel?
33,288 views, 330 likes, 60 reposts and 93 saves on X, read Oct 10, 2026. A normal post from @Kimi_Moonshot gets about 150.8K views.
What kind of chart is it?
A line chart. Pass rate increases with sample budget across methods.
Can I use Kimi (Moonshot AI)'s chart?
Use the format, not the picture. The chart, logo and design belong to Kimi (Moonshot AI). ViralChart redraws the chart type with your numbers and words, and credits the original publisher.