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

407

Sum of the index, this catalog

One-desk surplus

$5.3k

API bill avoided − electricity, this year

Predicted add

$52.80M

× 10,000 desks like this

Tokens / year

18.79B

41 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	71	370	$20.50M
2	CCommunityAbliterated / post-train	63	4	4	94.4	$8.17M
3	ZhipuGLM	59	3	18	264	$7.65M
4	Xiaomi MiMo	32	2	1	47	$4.15M
5	DeepSeek	24	1	3	103	$3.11M
6	YandexAliceAI	19	1	1	65	$2.46M
7	ornith-ai	19	1	1	40	$2.46M
8	empero-ai	17	1	1	50	$2.21M
9	GGoogleGemma base	16	1	1	173	$2.08M