Z.ai: GLM 4.5 Air

z-ai/glm-4.5-air · Z.aiTokenizer lineage measured
Tokenizer group (measured)
Z.ai
Evidence confidence
Moderate
Why moderate: an exact fingerprint match with one sibling only, and no second signal of a different kind yet.
Declared tokenizer tag
Other
Entered catalogue
25 July 2025
Last tested
21 August 2026
Measurement
Measured
Evidence
  • exact tokenizer signature shared with 1 model
Compare with Z.ai: GLM 4.6V

Identity statement

Z.ai: GLM 4.5 Air is Z.ai's model, and its measured tokenizer sits in Z.ai's own signature group alongside its sibling models. No other maker's measured model shares it so far.

Evidence stack

Signals of different kinds, weighed together
SignalResultReference
Tokenizer signatureExact match with 1 other modeltk_3eaaf3e0
API surfaceNo other entry shares this exact contractapi_ec312174
Context and output131,072 context · 98,304 max outputdeclared
Reasoning contractOptionaldeclared
Serving providers observedSiliconFlow, Z.AImeasured 21 August 2026

Shares this fingerprint

Exact signature first; template-boundary shifts of the same signature beneath

Closest measured models

Agreement across the mutually clean test strings

Click a row to open the full comparison.

The measured fingerprint

Marginal prompt-token cost of each test string, grouped by script
All 50 rows

English and whitespace

en-prose14
en-long16
spaces-203
spaces-603
tabs-203
newlines-204
mixed-ws5

Digits

digits-95
digits-127
digits-3010
digits-sep9
float-long14

CJK

zh-common9
zh-long10
zh-rare18
ja-kana10
ja-kanji14
ko17

Other scripts

ru13
ar13
he24
hi32
th25
el14

Emoji

emoji-basic10
emoji-skin30
emoji-zwj-family15
emoji-zwj-x345
emoji-flags24
emoji-prof26

Rare Unicode

math29
boxdraw28
combining14
cjk-ext-b13
surrogates40
zalgo36
rtl-mix8

Code

py-code25
py-indent15
json21
html16
regex44
camel5
snake6

Repetition and encodings

rare-word-x531
repeat-tok22
base6435
hex14
url17
uuid28

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 5 prompt tokens.

Declared record

What the catalogue claims about this model

GLM-4.5-Air is the lightweight variant of our latest flagship model family, also purpose-built for agent-centric applications. Like GLM-4.5, it adopts the Mixture-of-Experts (MoE) architecture but with a more compact parameter...

Modalities
text->text
Declared tokenizer
Other
Prompt price
$0.13 / M tokens
Completion price
$0.85 / M tokens

Supported parameters

frequency_penaltyinclude_reasoningmax_tokenspresence_penaltyreasoningrepetition_penaltyseedstoptemperaturetool_choicetoolstop_ktop_p

defaults: {"temperature":0.75,"top_p":null,"frequency_penalty":null}

Catalogue entryWeights on Hugging Face

History

Every observation, kept as taken
  • 25 July 2025Enters the OpenRouter catalogue with no declared family.
  • 21 August 2026Fingerprinted in the YFarmX catalogue sweep · 50 of 50 strings measured clean.
  • 21 August 2026YFarmX assessment: consistent with the Z.ai family, moderate confidence.

Cite this page as the evidence record for Z.ai: GLM 4.5 Air: the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings. The raw data behind every figure is on the data page.