Where do these figures come from?

Each field is synced from the project's own registry and carries the source that reported it and the moment it was observed. Values that fail validation are withheld rather than shown.

How current is this data?

The last sync completed just now. Every field shows its own observation date, because fields refresh independently.

Local inference hardware

This directory tracks 10 GPUs, accelerators and SoCs used for local model inference, with VRAM, memory bandwidth, power draw and list price. Specifications are curated by hand from vendor datasheets and carry the date a person last checked them; fabrication details are read from Wikipedia. Every figure shows which of the two it is.

Live

74 fields

wikitext: 19/19 current; just now

Moved since last reading

Nothing changed between the last two readings.

Stars from Wikipedia infobox. Movement is measured between two real observations; values that failed validation are withheld rather than shown.

Machines: 10
VRAM catalogued: 792
With a listed price: 5/10
Last sync: just nowsucceeded

RTX A6000VRAM, GB48editorial · 29d agoInstinct MI300XVRAM, GB192editorial · 29d agoRadeon RX 7900 XTXVRAM, GB24editorial · 29d agoApple M4 ProVRAM, GB64editorial · 29d agoApple M2 UltraVRAM, GB192editorial · 29d agoApple M3 MaxVRAM, GB128editorial · 29d agoH100 PCIeVRAM, GB80editorial · 29d agoGeForce RTX 3090VRAM, GB24editorial · 29d agoGeForce RTX 4080 SuperVRAM, GB16editorial · 29d agoGeForce RTX 4090VRAM, GB24editorial · 29d ago

SortVRAM Bandwidth Power draw Name

No hiring column here. The job-board classifier extracts framework names, so the join can only speak about frameworks — for these entities we have not measured demand, rather than measured it to be zero.

3 GPUs, accelerators and SoCs, sorted by vram. Each row shows the last time the ranked figure was observed.
Machine	VRAM, GB	GB/s	TDP, W	MSRP	Class	Checked
Apple M2 UltraApple	192	800	295	not listed	soc	Current29d ago
Apple M3 MaxApple	128	400	78	not listed	soc	Current29d ago
Apple M4 ProApple	64	273	46	not listed	soc	Current29d ago

1 of 3 machines selected — pick one more to compare

CompareClear

Source: Wikipedia infobox. Every value carries the moment it was observed; figures that failed validation are withheld rather than shown. SLA: current within 720h, ageing to 2160h, stale beyond 4320h.

indexable · canonical /data/hardware?vendor=apple

Also tracked

Other datasets

Same engine, same provenance rules — every figure carries the source that reported it and when.

Local inference hardware

Other datasets

Smoke dataset

Agent engineering frameworks

Language and embedding models