Models
Google
Generalization Benchmark results across 9 tasks

GoogleX · Jun 24, 2025 · official

Generalization Benchmark results across 9 tasks

Google's grouped bar chart drew 12.2K views on X: 0.2x its median post and #790 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Generalization benchmark results across 9 tasks

XData Grouped bar chart Gemini Robotics All Google modelsPrevious Best On-DeviceGemini Robotics On-Device

52/ 100

ViralChart score

Small but loved

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

#591 of 1,162 AI chart posts we hold · #14 of 22 Google 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 #591 of 1,162 AI chart posts.

Its 12.2K views sit at 0.17x Google's 73.2K median, ranking #22 of 22 Google posts.

At 0.008 views per follower against a 0.20 median, it lands in the 3rd percentile.

The 1.59% engagement rate beats the 0.73% median among AI chart posts, a 93rd percentile mark.

0.01views per follower

12.2K views from an account with 1.6M followers.

0.2xGoogle's median post

12.2K views, where Google's typical post gets 73.2K.

0.1xthe median grouped bar chart post

Across 108 grouped bar chart posts we hold, the median gets 87.5K views.

top 7%engagement rate

1.59% 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 22 from Google.

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 #591 of 1,162

Views	12.2K	#790	bottom 32%
Likes	179	#667	bottom 43%
Engagement rate	1.59%	#77	top 7%
Save rate	0.163%	#182	top 16%

Among 22 Google posts

Score #14 of 22

Views	12.2K	#22	bottom 2%
Likes	179	#15	bottom 34%
Engagement rate	1.59%	#2	top 7%
Save rate	0.163%	#2	top 7%

Growth

One read so far

Views12.2K

Age at our read475 days

Views per day of life26views 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.

Google'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 24, 2025

Google posts generalization benchmark chart across 9 tasks

A grouped bar chart of generalization benchmark results drew 12.2K views and a 1.59% engagement rate, with saves at 0.16%.

What happened

Google published a grouped bar chart on June 24, 2025, covering generalization benchmark results across 9 tasks, alongside an Instruction Following Benchmark chart. It was the account's only post that day.

The numbers

It reached 12.2K views, #790 of 1,162 AI chart posts, and #22 of 22 Google posts. Its score of 52 ranks #591 of 1,162 AI chart posts and #14 of 22 Google posts.

The lesson

A 1.59% engagement rate at the 93rd percentile shows readers engaged with this grouped bar chart even at 12.2K views. The 0.16% save rate sits below that engagement, so the chart drew reactions rather than saves.

What it means

At #22 of 22 Google posts by views, this chart trails the account's 73.2K median by 0.17x. Its 93rd percentile engagement rate against a 0.73% median shows the gap is in reach, not in response.

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

Updates: what Google posted next

Data and API

9 points read off this chart

Estimated from the image 75%

Series	Group	Value	Read
Gemini Robotics	Visual Gen.	0.735	estimated
Previous Best On-Device	Visual Gen.	0.36	estimated
Gemini Robotics On-Device	Visual Gen.	0.715	estimated
Gemini Robotics	Semantic Gen.	0.65	estimated
Previous Best On-Device	Semantic Gen.	0.32	estimated
Gemini Robotics On-Device	Semantic Gen.	0.575	estimated
Gemini Robotics	Action Gen.	0.6	estimated
Previous Best On-Device	Action Gen.	0.1	estimated
Gemini Robotics On-Device	Action Gen.	0.5	estimated

Max plan · API

GET https://viral-chart.com/api/posts/187a9191bbf8.json
GET https://viral-chart.com/api/charts/187a9191bbf8.json
GET https://viral-chart.com/api/charts/187a9191bbf8.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 187a9191bbf8.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/187a9191bbf8`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/187a9191bbf8/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/187a9191bbf8/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/187a9191bbf8/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.

More charts about Gemini Robotics

Gemini Robotics: Instruction Following Benchmark

OfficialX · GoogleJun 24, 2025

Instruction Following Benchmark12.2K views · 179 likes

Data

OfficialBlog · GoogleJul 30, 2026

Safety performance

OfficialBlog · GoogleJul 30, 2026

Physical agent performance

OfficialBlog · GoogleJul 30, 2026

SO101 and Dexmate Success Rate vs Average Hours

OfficialBlog · GoogleSep 1, 2025

Generalization Benchmark

OfficialBlog · GoogleSep 1, 2025

Fast Adaptation Success Rate

More from Google

Google table chart: Gemini 4 Argon benchmark comparison

5.7x

Google·Sep 2026

Gemini 4 Argon benchmark comparison

3.9M views25.9K likes0.8% eng.

Data

Google annotated chart: Alphabet Q2 metrics

2.8x

Google·Jul 2026

Alphabet Q2 metrics

3.9M views12.6K likes0.4% eng.

Data

Google annotated chart: Just posted Q3 earnings. We delivered our first-ever

3.2x

Google·Oct 2025

Just posted Q3 earnings. We delivered our first-ever

2.9M views14.6K likes0.6% eng.

Data

OfficialX · GoogleSep 30, 2026

AI Model Benchmark Comparison9M views · 43K likes

Data

OfficialX · GoogleApr 9, 2026

Model Performance vs Size886.1K views · 1.7K likes

Data

Gemini 3: Codeforces Coding and Algorithms

OfficialX · GoogleFeb 12, 2026

Codeforces Coding and Algorithms695.4K views · 1.9K likes

Data

Gemini 3: Gemini 3 Deep Think on Humanity's Last Exam

OfficialX · GoogleFeb 12, 2026

Gemini 3 Deep Think on Humanity's Last Exam695.4K views · 1.9K likes

Data

Gemini 3: MMMU-Pro Multimodal Understanding and Reasoning

OfficialX · GoogleFeb 12, 2026

MMMU-Pro Multimodal Understanding and Reasoning695.4K views · 1.9K likes

Data

Gemini 3: ARC-AGI-2 Reasoning & Knowledge

OfficialX · GoogleFeb 12, 2026

ARC-AGI-2 Reasoning & Knowledge695.4K views · 1.9K likes

Data

Questions people ask

Where does this chart come from?

Google published it on Jun 24, 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.