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AI Desk · Model Identity · Evidence object

Tokenizer signature tk_d3c6ae80

An exact tokenizer signature: every model listed below returned the same marginal prompt-token count on all 50 test strings. Sharing a signature is strong evidence of a shared vocabulary. This signature sits in the Aion Labs · group A group.

Members
2
First observed
3 September 2026
Last observed
3 September 2026
Group
Aion Labs · group A

Models with this signature

The measured vector

Marginal prompt-token cost per string, as measured on AionLabs: Aion-2.0
All 50 rows

English and whitespace

en-prose10
en-long12
spaces-201
spaces-601
tabs-201
newlines-201
mixed-ws3

Digits

digits-91
digits-121
digits-306
digits-sep3
float-long5

CJK

zh-common5
zh-long6
zh-rare14
ja-kana5
ja-kanji7
ko9

Other scripts

ru9
ar6
he10
hi14
th7
el12

Emoji

emoji-basic6
emoji-skin10
emoji-zwj-family7
emoji-zwj-x329
emoji-flags12
emoji-prof15

Rare Unicode

math18
boxdraw23
combining6
cjk-ext-b12
surrogates29
zalgo32
rtl-mix2

Code

py-code21
py-indent11
json16
html12
regex43
camel3
snake4

Repetition and encodings

rare-word-x522
repeat-tok37
base6430
hex8
url13
uuid23

Method: tokenizer fingerprinting, v1-50.