Models
Kimi (Moonshot AI)
Multi-Objective Performance Optimization

Kimi (Moonshot AI)X · Apr 21, 2026 · official

Multi-Objective Performance Optimization

Kimi (Moonshot AI)'s scatter plot drew 16K views on X: 0.1x its median post and #747 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Multi-objective performance optimization path from baseline to theoretical ideal

XData Scatter plot Kimi K2 All Kimi (Moonshot AI) modelsBaselineV1: CPU-aware TuningV2: Empty-Set Short-CircuitTrial: DispatchTrial: Group Spin 10000Trial: YieldingTrial: Master Spin 10000

Kimi (Moonshot AI): Multi-Objective Performance Optimization — Published by Kimi (Moonshot AI) on X, Apr 21, 2026. Source: x.com

47/ 100

ViralChart score

Small but loved

Fewer views than the median post but a higher engagement rate: a smaller crowd that acted on it.

#658 of 1,162 AI chart posts we hold · #19 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

The post sits in the Small but loved quadrant, at #658 of 1,162 AI chart posts.

Its 16K views sit at 0.07x Kimi's median post, #19 of 20 Kimi (Moonshot AI) posts.

Engagement of 1.06% lands in the 76th percentile among AI chart posts, above the 0.73% median.

Views per follower of 0.044 falls in the 25th percentile among posts with known followers.

0.1xKimi (Moonshot AI)'s median post

16K views, where Kimi (Moonshot AI)'s typical post gets 225.6K.

0.04views per follower

16K views from an account with 365.4K followers.

top 24%engagement rate

1.06% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

2posts from Kimi (Moonshot AI) that day

Part of a run of 2 posts on Apr 21, 2026. This one was #2 of 2 by views that day.

Public X numbers from our read on Oct 12, 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 #658 of 1,162

Views	16K	#747	bottom 36%
Likes	159	#692	bottom 40%
Engagement rate	1.06%	#285	top 24%
Save rate	0.100%	#432	top 37%

Among 20 Kimi (Moonshot AI) posts

Score #19 of 20

Views	16K	#19	bottom 8%
Likes	159	#19	bottom 8%
Engagement rate	1.06%	#9	top 43%
Save rate	0.100%	#17	bottom 18%

Growth

One read so far

Views16K

Age at our read174 days

Views per day of life92views divided by days since it was posted

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 · Apr 21, 2026

Kimi posts multi-objective optimization scatter plot

A scatter plot of multi-objective performance optimization drew 16K views and 1.06% engagement, landing in the Small but loved quadrant.

What happened

Kimi (Moonshot AI) posted a scatter plot on April 21, 2026, titled Multi-Objective Performance Optimization. That day the account posted 2 posts, including one on LLM Inference on M3 Max, Performance Evolution with 84K views.

The numbers

The post reached 16K views, ranking #747 of 1,162 AI chart posts and #19 of 20 Kimi (Moonshot AI) posts. Its score of 47 placed it at #658 of 1,162 AI chart posts.

The lesson

A scatter plot with 7 models shown drew 1.06% engagement against a 0.73% median among AI chart posts, but only 16K views against a 39.9K median. The chart shows printed values from 0.43 to 1.24 on Medium Throughput (MT/s).

What it means

At #19 of 20 Kimi (Moonshot AI) posts by views, this chart reached 0.07x the company's median views of 226K. The 1.06% engagement rate sits above the 0.90% median for this account, a gap between saves and reach.

Written by ViralChart from public numbers read on Oct 12, 2026. Every number is checked against our data before it is shown.

Updates: what Kimi (Moonshot AI) posted next

Data and API

10 points read off this chart

Estimated from the image 70%

Series	Group	Value	Read
Baseline	Baseline	0.43 MT/s	printed
V1: CPU-aware Tuning	V1: CPU-aware Tuning	1.23 MT/s	printed
V2: Empty-Set Short-Circuit	V2: Empty-Set Short-Circuit	1.24 MT/s	printed
Suboptimal Experiments	Trial: Dispatch	1.02 MT/s	printed
Suboptimal Experiments	Trial: Group Spin 10000	0.98 MT/s	printed
Suboptimal Experiments	Trial: Yielding	1.01 MT/s	printed
Suboptimal Experiments	Trial: Master Spin 1000	0.98 MT/s	printed
Optimization Path	Optimization Path	0.43 MT/s	estimated
Optimization Path	Optimization Path	1.23 MT/s	estimated
Optimization Path	Optimization Path	1.24 MT/s	estimated

Max plan · API

GET https://viral-chart.com/api/posts/ae05ff834dca.json
GET https://viral-chart.com/api/charts/ae05ff834dca.json
GET https://viral-chart.com/api/charts/ae05ff834dca.skill.md

Make one like this Open the post JSON Chart data JSON Skill file API docs

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 ae05ff834dca.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/ae05ff834dca`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/ae05ff834dca/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/ae05ff834dca/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

curlMax

curl -s https://viral-chart.com/api/v1/charts/ae05ff834dca/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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