Models
Meta
DFlash Speculative Decoding Performance

MetaX · Aug 10, 2026 · official

DFlash Speculative Decoding Performance

Meta's grouped bar chart drew 52.2K views on X: 1.4x its median post and #522 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

DFlash speeds up decoding across hardware

XData Grouped bar chart Muse Glimmer All Meta modelsBaselineDFlash

Meta: DFlash Speculative Decoding Performance — Published by Meta on X, Aug 10, 2026. Source: x.com

62/ 100

ViralChart score

Reached and resonated

More views and a higher engagement rate than the median post: it travelled and people acted on it.

#414 of 1,162 AI chart posts we hold · #9 of 31 Meta 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 Reached and resonated quadrant at #414 of 1,162 AI chart posts.

Its 0.14% save rate sits at the 77th percentile among AI chart posts, against a 0.076% median.

It ranked #2 of 2 by views among this account's posts that day.

Its 0.060 views per follower lands at the 29th percentile among posts with known followers.

0.06views per follower

52.2K views from an account with 865.4K followers.

top 23%save rate

0.138% of viewers bookmarked it to come back to. The median post gets 0.076%.

2posts from Meta that day

Part of a run of 2 posts on Aug 10, 2026. This one was #2 of 2 by views that day.

top 30%engagement rate

0.96% 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 31 from Meta.

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 #414 of 1,162

Views	52.2K	#522	top 45%
Likes	456	#472	top 41%
Engagement rate	0.96%	#345	top 30%
Save rate	0.138%	#264	top 23%

Among 31 Meta posts

Score #9 of 31

Views	52.2K	#14	top 44%
Likes	456	#10	top 31%
Engagement rate	0.96%	#11	top 34%
Save rate	0.138%	#7	top 21%

Growth

One read so far

Views52.2K

Age at our read63 days

Views per day of life823views 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.

Meta'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 · Aug 10, 2026

Meta posts DFlash speculative decoding chart

A grouped bar chart on DFlash decode speed drew 52.2K views and a 0.14% save rate, above the 0.076% median among AI chart posts.

What happened

Meta published a grouped bar chart on DFlash speculative decoding performance on August 10, 2026. It was one of 2 posts from this account that day, alongside an AI model benchmark comparison.

The numbers

It reached 52.2K views, ranking #522 of 1,162 AI chart posts, and scored #414 of 1,162 AI chart posts. Among Meta posts it ranks #9 of 31.

The lesson

A 0.14% save rate at the 77th percentile among AI chart posts shows a grouped bar chart with 2 models is a form readers bookmark. The 0.96% engagement rate sits above the AI chart median.

What it means

At #9 of 31 Meta posts, this chart sits in the top third of the account's output. Its 0.060 views per follower, at the 29th percentile, trails the 0.20 median across posts with known followers.

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

Updates: what Meta posted next

Data and API

6 points read off this chart

Estimated from the image 97%

Series	Group	Value	Read
Baseline (No Speculation)	RTX-5090	74.9 tok/s	printed
DFlash (Speculative)	RTX-5090	233 tok/s	printed
Baseline (No Speculation)	M5-Max	26.6 tok/s	printed
DFlash (Speculative)	M5-Max	50 tok/s	printed
Baseline (No Speculation)	M4-Max	23.7 tok/s	printed
DFlash (Speculative)	M4-Max	38 tok/s	printed

Max plan · API

GET https://viral-chart.com/api/posts/603aedab9ddd.json
GET https://viral-chart.com/api/charts/603aedab9ddd.json
GET https://viral-chart.com/api/charts/603aedab9ddd.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 603aedab9ddd.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/603aedab9ddd`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/603aedab9ddd/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/603aedab9ddd/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/603aedab9ddd/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?

Meta published it on Aug 10, 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.