Xiaomi: MiMo-V2.5-Pro

xiaomi/mimo-v2.5-pro · XiaomiNot yet established

Declared family: Unknown
Evidence confidence: Unknown
Declared tokenizer tag: Other
Entered catalogue: 22 April 2026
Last tested: 20 August 2026
Measurement: Awaiting measurement

Compare with NVIDIA: Nemotron 3.5 Content Safety (free)

Evidence stack

Signals of different kinds, weighed together

Signal	Result	Reference
Tokenizer signature	Not measured	–
API surface	Identical contract to 1 other entry	api_7c3fe3b5
Context and output	1,050,000 context · 131,072 max output	declared
Reasoning contract	Optional	declared
Serving providers observed	None recorded yet	measured 20 August 2026

Closest measured models

Agreement across the mutually clean test strings

NVIDIA: Nemotron 3.5 Content Safety (free)nvidia/nemotron-3.5-content-safety:free6/35 · 17%Sao10K: Llama 3 8B Lunarissao10k/l3-lunaris-8b5/35 · 14%Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash4/35 · 11%Google: Gemma 3 12Bgoogle/gemma-3-12b-it4/35 · 11%Google: Gemma 3n 4Bgoogle/gemma-3n-e4b-it4/35 · 11%Google: Gemma 3 27Bgoogle/gemma-3-27b-it4/35 · 11%

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, 15 excluded as corrupt

English and whitespace

en-prose12

en-long14

spaces-201

spaces-601

tabs-20x

newlines-20x

mixed-ws3

Digits

digits-97

digits-12x

digits-3028

digits-sep10

float-long20

CJK

zh-common8

zh-longx

zh-rare15

ja-kana6

ja-kanji11

ko15

Other scripts

ru14

ar6

he7

hi27

th10

elx

Emoji

emoji-basicx

emoji-skin8

emoji-zwj-family8

emoji-zwj-x3x

emoji-flags6

emoji-profx

Rare Unicode

math24

boxdrawx

combining3

cjk-ext-b10

surrogatesx

zalgo34

rtl-mix5

Code

py-code23

py-indent13

jsonx

html14

regexx

camel3

snakex

Repetition and encodings

rare-word-x529

repeat-tok20

base6434

hexx

urlx

uuid34

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 253 prompt tokens.

Declared record

What the catalogue claims about this model

MiMo-V2.5-Pro is Xiaomi’s flagship model, delivering strong performance in general agentic capabilities, complex software engineering, and long-horizon tasks, with top rankings on benchmarks such as ClawEval, GDPVal, and SWE-bench Pro....

Modalities: text->text
Declared tokenizer: Other
Prompt price: $0.43 / M tokens
Completion price: $0.87 / M tokens

Supported parameters

frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p

defaults: {"temperature":1,"top_p":0.95,"top_k":null,"frequency_penalty":null,"presence_penalty":null,"repetition_penalty":null}

Catalogue entry Weights on Hugging Face

History

Every observation, kept as taken

22 April 2026Enters the OpenRouter catalogue with no declared family.
20 August 2026Fingerprinted during the Ox Alpha investigation · 35 of 50 strings measured clean.

Cite this page as the evidence record for Xiaomi: MiMo-V2.5-Pro: 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.