Labs

Open-weight labs on this desk. Humanity points are a named index. GDP add is a local-vs-API surplus model — not a measurement.

World HP

373

Sum of the index, this catalog

One-desk surplus

$2.4k

API bill avoided − electricity, this year

Predicted add

$24.36M

× 10,000 desks like this

Tokens / year

7.16B

14 boxes, fastest pair each

Duty15%Closed API$0.40/M$ / kWh$0.12Desks10,000

HP = 10/model + 3 if get + 4/pair (cap 8) + 6 reproduced + 2 official. $ = (HP ÷ world HP) × (API − kWh) × desks. One box per chip. Not tok/s rank. Not national GDP. Hoffmann/Nagle/Zhou OSS value ~$8.8T is context only.

#	Lab	HP	Models	Pairs	Decode · tok/s	GDP model
1	QwenAlibaba	158	8	25	351	$10.32M
2	ZhipuGLM	52	3	5	60.4	$3.40M
3	CCommunityAbliterated / post-train	47	3	3	94.4	$3.07M
4	Xiaomi MiMo	32	2	1	47	$2.09M
5	YandexAliceAI	19	1	1	65	$1.24M
6	ornith-ai	19	1	1	40	$1.24M
7	empero-ai	17	1	1	50	$1.11M
8	GGoogleGemma base	16	1	1	173	$1.04M
9	DeepSeek	13	1	0	—	$848.9k