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  3. Vision injection performance
Kimi (Moonshot AI)@Kimi_Moonshot · Jan 30, 2026 · Table chart

Vision injection performance

Kimi (Moonshot AI)'s table chart drew 316.7K views on X: 2.1x its typical post and #7 of 18 Kimi (Moonshot AI) charts we track by views. Read Oct 10, 2026.

Kimi K2.5 tech report just dropped!

Posted on X by @Kimi_Moonshot (Kimi (Moonshot AI)), Jan 30, 2026. Source: x.com · See its data

Why it spread

It spread because it was a hot topic that week from a big source, with 316,741 views, 1,871 likes, 272 reposts, 67 quotes, and 656 saves, and the account performed at 1.2x its normal level.

What worked

  • The post text leads with a clear announcement and quick hits, which makes the technical report easy to scan.
  • The table format shows early fusion with lower vision ratio yields better results, giving the audience a direct comparison.
  • The account's typical likes are 1,615, and this post reached 1,871 likes, so the topic and source together lifted engagement above the usual baseline.

What to borrow

We could use a simple table to show a single comparison from our own data, pair it with a short list of quick hits, and post it when the topic is already hot.

Careful

Do not over-read the design, since design polish is none and self labelling is low, and do not assume the same lift will happen without a hot topic and a big source.

Written by our analysis model from the measured numbers above, not by Kimi (Moonshot AI).

Make it yours

Your numbers, in this table chart.

Starts from the real numbers of "Performance comparison across different vision-text joint-training strategies" by Kimi (Moonshot AI). 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 19b50e4544ef.

PathReturnsPlan
GET/api/v1/charts/19b50e4544efTitle, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/19b50e4544ef/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/19b50e4544ef/render?view=1The draw-only view this page usesOpen
POST/mcpTool get_chart_data with this id, for Claude, Cursor and other agentsMax
curlMax
curl -s https://viral-chart.com/api/v1/charts/19b50e4544ef/data \
  -H "Authorization: Bearer $VIRALCHART_KEY"
Claude CodeMax
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 "Vision injection performance" chart travel?

316,741 views, 1,871 likes, 272 reposts and 656 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 table chart. Early fusion with lower vision ratio yields better results.

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.