Models
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AI Model Performance vs Parameters

Z.aiX · Jul 28, 2025 · official

AI Model Performance vs Parameters

Z.ai's scatter plot drew 20.9K views on X: 0.1x its median post and #709 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

SWE-bench Verified performance across model parameters

XData Scatter plot GLM-4 All Z.ai models Kimi K2 GPT-4.1Claude 4 SonnetGLM-4.5GLM-4.5-AirMiniMax-M1DeepSeek-R1-0528Kimi K2 Pro

Z.ai: AI Model Performance vs Parameters — Published by Z.ai on X, Jul 28, 2025. Source: x.com

48/ 100

ViralChart score

Small but loved

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

#647 of 1,162 AI chart posts we hold · #29 of 34 Z.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 Small but loved quadrant, at #647 of 1,162 AI chart posts by score.

Its 20.9K views sit at 0.10x Z.ai's 201K median, ranking #30 of 34 Z.ai posts.

Posted on a day the account made 3 posts, it finished #3 of 3 by views that day.

Its 0.93% engagement rate is 1.3x the 0.73% median among AI chart posts, at the 68th percentile.

0.1xZ.ai's median post

20.9K views, where Z.ai's typical post gets 201.2K.

0.13views per follower

20.9K views from an account with 165.3K followers.

3posts from Z.ai that day

Part of a run of 3 posts on Jul 28, 2025. This one was #3 of 3 by views that day.

top 32%engagement rate

0.93% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

Public X numbers from our read on Oct 12, 2026. Peers: 1,162 AI chart posts we hold and 34 from Z.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 #647 of 1,162

Views	20.9K	#709	bottom 39%
Likes	175	#674	bottom 42%
Engagement rate	0.93%	#372	top 32%
Save rate	0.105%	#399	top 34%

Among 34 Z.ai posts

Score #29 of 34

Views	20.9K	#30	bottom 13%
Likes	175	#30	bottom 13%
Engagement rate	0.93%	#5	top 13%
Save rate	0.105%	#9	top 25%

Growth

One read so far

Views20.9K

Age at our read441 days

Views per day of life47views 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.

Z.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 · Jul 28, 2025

Z.ai scatter plot maps SWE-bench Verified against model parameters

A single scatter plot from Z.ai on July 28, 2025 drew 20.9K views and a 0.93% engagement rate, above the AI chart median.

What happened

Z.ai posted one scatter plot on July 28, 2025, covering SWE-bench Verified performance across model parameters. The account made 3 posts that day, including one on LLM performance evaluation and one on GLM-4.5 agentic coding.

The numbers

The post reached 20.9K views, #709 of 1,162 AI chart posts, and scored #647 of 1,162 AI chart posts. Among Z.ai posts it ranked #30 of 34 by views.

The lesson

A 9-model scatter plot drew 20.9K views against a 39.9K median among AI chart posts, while its 0.11% save rate stayed low. The 0.93% engagement rate, 1.3x the AI chart median, shows the scatter plot drew reactions rather than saves.

What it means

At #29 of 34 Z.ai posts by score, this scatter plot sits near the bottom of the account's own range. Its 20.9K views against the 201K Z.ai median leave a 0.10x gap for a chart on a 3-post day.

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

Updates: what Z.ai posted next

Data and API

9 points read off this chart

Estimated from the image 30%

Group	Value	Read
GLM-4.5-Air	57	estimated
Qwen3-235B-A22B-Thinking-2507	37	estimated
MiniMax-M1	59	estimated
DeepSeek-R1-0528	60	estimated
GLM-4.5	65	estimated
Kimi K2	65	estimated
Kimi K2 Pro	63	estimated
Claude 4 Sonnet	70	estimated
GPT-4.1	58	estimated

Max plan · API

GET https://viral-chart.com/api/posts/b5907cdb6237.json
GET https://viral-chart.com/api/charts/b5907cdb6237.json
GET https://viral-chart.com/api/charts/b5907cdb6237.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 b5907cdb6237.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.30 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/b5907cdb6237`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/b5907cdb6237/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/b5907cdb6237/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/b5907cdb6237/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

Where does this chart come from?

Z.ai published it on Jul 28, 2025 on X (x.com). We keep it here, with the publisher and date credited as text, so you can study it without leaving.

Can I make a chart like this?

Use the format, not the picture. Open its data page and use Make one like this: it starts from this chart's numbers and takes yours.