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  3. Kimi Code Bench Performance vs Tokens
Kimi (Moonshot AI)X · Jun 12, 2026 · official

Kimi Code Bench Performance vs Tokens

Kimi (Moonshot AI)'s scatter plot drew 2.7M views on X: 12x its median post and #53 of 1,162 AI chart posts we hold by views. Read Oct 13, 2026.

Kimi Code Bench performance comparison across benchmarks

Published by Kimi (Moonshot AI) on X, Jun 12, 2026. Source: x.com
83/ 100

ViralChart score

Wide but thin

More views than the median post but a lower engagement rate: many saw it, few acted. Common for big accounts.

#19 of 1,162 AI chart posts we hold · #2 of 20 Kimi (Moonshot AI) posts. Score = views 40%, likes 30%, engagement rate 15%, save rate 15%, each as a percentile of every AI chart post we hold.

Our read

It sits in the Wide but thin quadrant, at #19 of 1,162 AI chart posts.

Its 2.7M views sit 12x above Kimi (Moonshot AI)'s median post of 226K, at #5 of 20 Kimi (Moonshot AI) posts.

A score of 83 places it at #19 of 1,162 AI chart posts and #2 of 20 Kimi (Moonshot AI) posts.

At 7.37 views per follower against a median of 0.20, it lands in the 95th percentile, the top decile.

12xKimi (Moonshot AI)'s median post

2.7M views, where Kimi (Moonshot AI)'s typical post gets 225.6K.

31xthe median scatter plot post

Across 108 scatter plot posts we hold, the median gets 87.5K views.

7.37views per follower

2.7M views from an account with 365.4K followers.

2charts in this one post

The numbers belong to the post, so every chart in it shares them and it is ranked once.

Public X numbers from our read on Oct 13, 2026. Peers: 1,162 AI chart posts we hold and 20 from Kimi (Moonshot AI).

Where it sits

Reach against resonance

Each dot is a post. Right is more views, up is a higher engagement rate. The lines are the medians, so the four corners are the four kinds of post.

Among 1,162 AI chart posts we hold

Score #19 of 1,162

Views2.7M#53top 5%
Likes13.9K#22top 2%
Engagement rate0.63%#681bottom 41%
Save rate0.101%#425top 37%

Among 20 Kimi (Moonshot AI) posts

Score #2 of 20

Views2.7M#5top 22%
Likes13.9K#4top 18%
Engagement rate0.63%#14bottom 33%
Save rate0.101%#15bottom 28%

Growth

Our reads cover 3 days

Views2.7M
Age at our read123 days
Views per day of life21.8Kviews divided by days since it was posted
Gained between our reads+266views over 3 days, about 94 a day now

Dots are our reads. The dotted line from the day it was posted to our first read is a gap, not data.

Kimi (Moonshot AI)'s posts over time

Every post from this account we hold, by date and views. This one is marked; the line is the running median of the last 10.

News · Jun 12, 2026 · Lead story

Kimi posts scatter plot of Code Bench performance vs tokens

The June 12, 2026 scatter plot drew 2.7M views and a 0.63% engagement rate, landing in the Wide but thin quadrant.

What happened

Kimi (Moonshot AI) posted a scatter plot on June 12, 2026 comparing Kimi Code Bench performance against tokens, with 2 charts in the post. It was the account's only post that day.

The numbers

It reached 2.7M views, #53 of 1,162 AI chart posts, and scored 83, #19 of 1,162 AI chart posts. Against Kimi (Moonshot AI)'s own posts it ranks #5 of 20 by views and #2 of 20 by score.

The lesson

A scatter plot with 2 models shown drew 2.7M views but a 0.10% save rate. The 0.63% engagement rate sits below the AI chart median, so the reach did not carry into saves.

What it means

At #2 of 20 Kimi (Moonshot AI) posts by score, this is the account's strongest chart post by that measure. Its 0.10% save rate against 2.7M views marks the gap between reach and engagement for this publisher.

Written by ViralChart from public numbers read on Oct 13, 2026. Every number is checked against our data before it is shown.

Data and API

6 points read off this chart

Estimated from the image 69%
SeriesGroupValueRead
Kimi-K2.6MLS Bench Lite27 %estimated
Kimi-K2.7 CodeMLS Bench Lite34.5 %estimated
Kimi-K2.6Program Bench51 %estimated
Kimi-K2.7 CodeProgram Bench53 %estimated
Kimi-K2.6Kimi Code-K2.7 v251 %estimated
Kimi-K2.7 CodeKimi Code-K2.7 v263 %estimated

Max plan · API

GET https://viral-chart.com/api/posts/918e39765ec3.json
GET https://viral-chart.com/api/charts/918e39765ec3.json
GET https://viral-chart.com/api/charts/918e39765ec3.skill.md

Static files in this prototype. The post JSON holds the public numbers, ranks, score, quadrant, our reads and, when checked, our copy.

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 918e39765ec3.

PathReturnsPlan
GET/api/v1/charts/918e39765ec3Title, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/918e39765ec3/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/918e39765ec3/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/918e39765ec3/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

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Kimi (Moonshot AI) published it on Jun 12, 2026 on X (x.com). We keep it here, with the publisher and date credited as text, so you can study it without leaving.

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