MoonshotAI: Kimi K3

moonshotai/kimi-k3 · Moonshot AINot yet established
Declared family
Unknown
Evidence confidence
Unknown
Declared tokenizer tag
Other
Entered catalogue
16 July 2026
Last tested
21 August 2026
Measurement
Measured

Identity statement

MoonshotAI: Kimi K3 has a clean measured fingerprint that currently sits alone: no other measured model shares its signature.

Evidence stack

Signals of different kinds, weighed together
SignalResultReference
Tokenizer signatureMeasured with 1 corrupt row excluded
API surfaceNo other entry shares this exact contractapi_7600defa
Context and output1,048,576 context · – max outputdeclared
Reasoning contractOptional · efforts max, high, low · default maxdeclared
Serving providers observedDeepInfra, Moonshot AI, Chutes, Modal, Together, DigitalOcean, Fireworksmeasured 21 August 2026

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, 1 excluded as corrupt

English and whitespace

en-prose14
en-long16
spaces-203
spaces-603
tabs-204
newlines-204
mixed-ws6

Digits

digits-93
digits-124
digits-3010
digits-sep7
float-long9

CJK

zh-common9
zh-long10
zh-rare18
ja-kana11
ja-kanji14
ko13

Other scripts

ru16
ar15
he16
hi14
th18
el57

Emoji

emoji-basic7
emoji-skin20
emoji-zwj-family11
emoji-zwj-x333
emoji-flags14
emoji-prof20

Rare Unicode

math26
boxdraw24
combiningx
cjk-ext-b13
surrogates31
zalgo36
rtl-mix8

Code

py-code25
py-indent15
json20
html16
regex40
camel6
snake3

Repetition and encodings

rare-word-x528
repeat-tok41
base6430
hex11
url17
uuid27

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 88 prompt tokens.

Declared record

What the catalogue claims about this model

Kimi K3 is a 2.8T parameter open-weight multimodal reasoning model from Moonshot AI. It is suited for complex coding, knowledge work, and long-horizon agentic workflows, and is particularly strong at...

Modalities
text+image+video->text
Declared tokenizer
Other
Prompt price
$3.00 / M tokens
Completion price
$15.0 / M tokens

Supported parameters

frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p

defaults: {"temperature":null,"top_p":0.95,"top_k":null,"frequency_penalty":null,"presence_penalty":null,"repetition_penalty":null}

Catalogue entryWeights on Hugging Face

History

Every observation, kept as taken
  • 16 July 2026Enters the OpenRouter catalogue with no declared family.
  • 21 August 2026Fingerprinted in the YFarmX catalogue sweep · 49 of 50 strings measured clean.

Cite this page as the evidence record for MoonshotAI: Kimi K3: 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.