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GoogleX · Sep 1, 2026 · official

Agentic token efficiency and accuracy gains

Google's grouped bar chart drew 26.4K views on X: 0.4x its median post and #659 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Unlock token efficiency and accuracy gains

XDataGrouped bar chartGemini Flash-LiteAll Google models3.7 Flash3.7 Flash with agentic
Published by Google on X, Sep 1, 2026. Source: x.com
49/ 100

ViralChart score

Small but loved

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

#633 of 1,162 AI chart posts we hold · #16 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 lands in the Small but loved quadrant, at #633 of 1,162 AI chart posts by score.

At 0.017 views per follower, this post sits in the bottom decile, 9th percentile among posts with known followers.

Its 26.4K views are 0.36x Google's 73.2K median, ranking #15 of 22 Google posts by views.

The post carries 2 charts, and every chart in the post shares the post's numbers.

0.02views per follower

26.4K views from an account with 1.6M followers.

2charts in this one post

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

0.4xGoogle's median post

26.4K views, where Google's typical post gets 73.2K.

top 28%save rate

0.121% of viewers bookmarked it to come back to. The median post gets 0.076%.

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 #633 of 1,162

Views26.4K#659bottom 43%
Likes177#671bottom 42%
Engagement rate0.79%#513top 44%
Save rate0.121%#328top 28%

Among 22 Google posts

Score #16 of 22

Views26.4K#15bottom 34%
Likes177#16bottom 30%
Engagement rate0.79%#8top 34%
Save rate0.121%#6top 25%

Growth

One read so far

Views26.4K
Age at our read41 days
Views per day of life642views 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 · Sep 1, 2026

Google posts agentic token efficiency chart with 2 charts

The September 1, 2026 post drew 26.4K views and a 0.79% engagement rate, with 2 charts sharing the post's numbers.

What happened

Google published a grouped bar chart on September 1, 2026 about agentic token efficiency and accuracy gains. The post carried 2 charts, including one on agentic video understanding on accuracy and cost, and it was the account's only post that day.

The numbers

It reached 26.4K views, ranking #659 of 1,162 AI chart posts by views and #15 of 22 Google posts. Its score of 49 ranks #633 of 1,162 AI chart posts and #16 of 22 Google posts.

The lesson

A grouped bar chart with 2 models shown drew 26.4K views against a 39.9K median among all AI chart posts. The 2 charts in the post share those numbers, so the second chart adds no separate reach.

What it means

At #16 of 22 Google posts by score and 0.36x the company's 73.2K median views, this chart post sits below the account's own reach. The 0.79% engagement rate is at or above the AI chart median, so the gap is in views, not in engagement.

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

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  3. Massive Text Embedding Benchmark (Code)67.7K views

Data and API

12 points read off this chart

Estimated from the image 97%
SeriesGroupValueRead
3.7 FlashMinerva80.9 mixedprinted
3.7 Flash with agenticMinerva33.6 mixedprinted
3.7 Flash1H-VideoQA397.6 mixedprinted
3.7 Flash with agentic1H-VideoQA47.7 mixedprinted
3.7 FlashLVBench300.3 mixedprinted
3.7 Flash with agenticLVBench36 mixedprinted
3.7 FlashMinerva73.7 mixedprinted
3.7 Flash with agenticMinerva79 mixedprinted
3.7 Flash1H-VideoQA87.5 mixedprinted
3.7 Flash with agentic1H-VideoQA88.5 mixedprinted
3.7 FlashLVBench85.1 mixedprinted
3.7 Flash with agenticLVBench88.6 mixedprinted

Max plan · API

GET https://viral-chart.com/api/posts/494286b01ef3.json
GET https://viral-chart.com/api/charts/494286b01ef3.json
GET https://viral-chart.com/api/charts/494286b01ef3.skill.md
Make one like thisOpen the post JSONChart data JSONSkill fileAPI 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 494286b01ef3.

See the Max planAPI docs
PathReturnsPlan
GET/api/v1/charts/494286b01ef3Title, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/494286b01ef3/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/494286b01ef3/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/494286b01ef3/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?

Google published it on Sep 1, 2026 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.