We watch the numbers behind AI every day and show you the pictures.
Four charts today. More land every week — each one says when. Once a month we put the pictures in one book; when we work something out, we give you the sheet.
8,957 open-weight models were released this week.
Hugging Face · daily · since 14 Sept 2026
This week
- Modelsmoved most338 open-weight models−77%this week
- Power91.4%−4%this week
- Stack pulse514,805,337 thousand NT$first week
- GPU rental$1.98 an hourfirst week
- Accelerators
How fast the chips actually serve a model.
- Optics
What the wires between the chips are telling us.
First numbers land in October.
- Adoption
How many MCP servers exist, and who is installing the agent SDKs.
- Beats
How our 14 lists of companies did this week.
First numbers land on Friday 25 September.
- Catalysts
What is coming up, and how each name usually moves.
First numbers land in October.
- Ownership
Who is buying and selling the names we track.
What we watch
- ModelsWhat got released, and who is winning on the phone.338 open-weight models · since 14 Sept 2026 · daily
- PowerHow much of the US nuclear fleet is running.91.4% · since 12 Sept 2026 · daily
- AcceleratorsHow fast the chips actually serve a model.biannual
- Stack pulseWhat the chipmakers took in last month.514,805,337 thousand NT$ · since 15 Sept 2026 · monthly
- OpticsWhat the wires between the chips are telling us.first numbers in October
- GPU rentalWhat it costs to rent a chip today.$1.98 an hour · since 12 Sept 2026 · weekly
- AdoptionHow many MCP servers exist, and who is installing the agent SDKs.weekly
- BeatsHow our 14 lists of companies did this week.first numbers on Friday 25 September
- CatalystsWhat is coming up, and how each name usually moves.first numbers in October
- OwnershipWho is buying and selling the names we track.monthly
Layer by layer
Eight layers decide what a job costs. The bar is what runs today; the whole picture, with every source, is on the layers page.
- Litho and fab1 live · 0 built · 4 we can gather today
- HBM and memory0 live · 0 built · 0 we can gather today
- Accelerators1 live · 0 built · 5 we can gather today
- Optics and interconnect1 live · 0 built · 0 we can gather today
- Power4 live · 0 built · 4 we can gather today
- Serving and inference0 live · 0 built · 0 we can gather today
- Model training0 live · 0 built · 0 we can gather today
- Harness0 live · 0 built · 0 we can gather today
What you can get
Everything below is either open today or carries the month it lands. Nothing here is a promise without a date on it.
- A chart, any time
Every series on its own page, with its dates and where each number came from.
yes · — · live — 8 trackers, more every week
- The CSV of any chart
The last 90 days, as a CSV or a spreadsheet, with a column saying where each number came from.
yes · — · live
- The weekly email
One chart, five numbers, what moved and the week ahead. Every Saturday.
yes · — · live — first send Saturday 19 September
- Everything by API
Every series as JSON and CSV, with the as-of on every row.
100 requests an hour · £49 · £199 a month · live — keys today, prices in October
- The Book
Every chart from the month, one to a page, three reads, and the CSV of the lot.
a sample issue · £29 an issue · £249 a year · issue 1 in early October
- The Files
The sheets we used. Every cell says where its number came from.
— · £99–£249 a file · first file — what a task costs on your own box against the cloud — October–November
- Alerts
Tell me when this series moves more than I said.
— · £9 a month · Q4
- Embeds
Any chart in your page or your deck, with the as-of and our mark on it.
yes · — · Q4
- The layer view
The eight layers from the factory to the tools, and what we watch in each.
yes · — · live
- Company pages
Every company we track, with its price, its prints, its events and its owners.
yes · — · live — price and prints today, owners Q4
- Calendars
Prints, launches, drug decisions and trial readouts, with how each name usually moves.
yes · — · once the calendar jobs land
- The record
What we used to think, what was guided and then restated, what was announced and then switched on.
yes · in the Book · Q4
What we will never sell: a forecast, a token price index, a scraped table we have no right to resell, or a number without its date.
Why so few today
We only show a number once our own job has fetched it and written it down with the date. We do not copy anyone's table to fill the page. Every week this page fills up a little more, and it never goes back.
- we measured it
- We ran it ourselves and wrote down what happened.
- we gathered it
- Someone else published it and our job fetched it, with the date.
- we worked it out
- We did the arithmetic on numbers we already had, and show the working.
This week’s misses: 0 of 6 live series wrote nothing in the last two days · 6 built and waiting for their first run · 21 not started.