YFarmXIntelligence for an accelerating worldBriefings
YFarmX
YFarmX

AI Desk · Model Identity

Mistral: Devstral 2 2512

mistralai/devstral-2512 · Mistral AIDeclared and measured agree
Tokenizer lineage (measured)
Mistral
Evidence confidence
Very high
Why very high: an exact fingerprint shared with 21 models and an identical API contract inside the same group: two signals of different kinds agree.
Declared tokenizer tag
Mistral
Entered catalogue
9 December 2025
Last tested
3 September 2026
Measurement
Measured
Evidence
  • ✓ exact tokenizer signature shared with 21 models
  • ✓ API-surface contract identical to a group member
Compare with Mistral: Mistral Medium 3.5

Download JSONReport a correction

Identity statement

Mistral: Devstral 2 2512 is Mistral AI's model. Its measured tokenizer sits with the Mistral group, which is evidence that it builds on the Mistral tokenizer. Tokenizer reuse is normal engineering, open vocabularies travel between labs, and this says nothing against Mistral AI's authorship of the model itself.

Evidence stack

Signals of different kinds, weighed together
SignalResultReference
Tokenizer signatureExact match with 21 other modelstk_0da8a999
API surfaceIdentical contract to 3 other entriesapi_8473a478
Context and output262,144 context · 209,715 max outputdeclared
Reasoning contractNone declareddeclared
Serving providers observedMistralmeasured 3 September 2026

Shares this fingerprint

Exact signature first; template-boundary shifts of the same signature beneath
Mistral: Codestral 2508mistralai/codestral-2508exact · 50/50Mistral: Ministral 3 14B 2512mistralai/ministral-14b-2512exact · 50/50Mistral: Ministral 3 3B 2512mistralai/ministral-3b-2512exact · 50/50Mistral: Ministral 3 8B 2512mistralai/ministral-8b-2512exact · 50/50Mistral Largemistralai/mistral-largeexact · 50/50Mistral Large 2407mistralai/mistral-large-2407exact · 50/50Mistral: Mistral Large 3 2512mistralai/mistral-large-2512exact · 50/50Mistral: Mistral Medium 3mistralai/mistral-medium-3exact · 50/50Mistral: Mistral Medium 3.5mistralai/mistral-medium-3-5exact · 50/50Mistral: Mistral Medium 3.1mistralai/mistral-medium-3.1exact · 50/50Mistral: Mistral Nemomistralai/mistral-nemoexact · 50/50Mistral: Sabamistralai/mistral-sabaexact · 50/50Mistral: Mistral Small 4mistralai/mistral-small-2603exact · 50/50Mistral: Mistral Small 3.1 24Bmistralai/mistral-small-3.1-24b-instructexact · 50/50Mistral: Mistral Small 3.2 24Bmistralai/mistral-small-3.2-24b-instructexact · 50/50Mistral: Mixtral 8x22B Instructmistralai/mixtral-8x22b-instructexact · 50/50Mistral: Voxtral Small 24B 2507mistralai/voxtral-small-24b-2507exact · 50/50NVIDIA: Nemotron 3 Nano 30B A3Bnvidia/nemotron-3-nano-30b-a3bexact · 50/50NVIDIA: Nemotron 3 Supernvidia/nemotron-3-super-120b-a12bexact · 50/50NVIDIA: Nemotron 3 Ultranvidia/nemotron-3-ultra-550b-a55bexact · 50/50NVIDIA: Nemotron 3.5 Lightningnvidia/nemotron-3.5-lightningexact · 50/50NVIDIA: Nemotron Nano 9B V2 (free)nvidia/nemotron-nano-9b-v2:freesame tokenizer · template shiftNVIDIA: Nemotron 3 Nano Omni (free)nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:freesame tokenizer · template shift

Closest measured models

Agreement across the mutually clean test strings
Mistral: Mistral Nemomistralai/mistral-nemo50/50 · 100%NVIDIA: Nemotron 3 Nano 30B A3Bnvidia/nemotron-3-nano-30b-a3b50/50 · 100%NVIDIA: Nemotron 3.5 Lightningnvidia/nemotron-3.5-lightning50/50 · 100%NVIDIA: Nemotron 3 Supernvidia/nemotron-3-super-120b-a12b50/50 · 100%Mistral: Mistral Small 3.2 24Bmistralai/mistral-small-3.2-24b-instruct50/50 · 100%Mistral: Ministral 3 3B 2512mistralai/ministral-3b-251250/50 · 100%

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-long18
spaces-203
spaces-603
tabs-204
newlines-207
mixed-ws7

Digits

digits-99
digits-1212
digits-3030
digits-sep12
float-long22

CJK

zh-common16
zh-long20
zh-rare20
ja-kana11
ja-kanji13
ko13

Other scripts

ru12
ar9
he10
hi14
th17
el13

Emoji

emoji-basic20
emoji-skin40
emoji-zwj-family19
emoji-zwj-x357
emoji-flags32
emoji-prof35

Rare Unicode

math33
boxdraw30
combining14
cjk-ext-b16
surrogates53
zalgo36
rtl-mix6

Code

py-code25
py-indent15
json25
html16
regex49
camel6
snake7

Repetition and encodings

rare-word-x536
repeat-tok41
base6439
hex19
url19
uuid36

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 15 prompt tokens.

Declared record

What the catalogue claims about this model

Devstral 2 is a state-of-the-art open-source model by Mistral AI specializing in agentic coding. It is a 123B-parameter dense transformer model supporting a 256K context window. Devstral 2 supports exploring...

Modalities
text+file->text
Declared tokenizer
Mistral
Prompt price
$0.40 / M tokens
Completion price
$2.00 / M tokens

Supported parameters

frequency_penaltymax_tokenspresence_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_p

defaults: {"temperature":0.3,"top_p":null,"frequency_penalty":null}

Catalogue entryWeights on Hugging Face

History

Every observation, kept as taken
  • 9 December 2025Enters the OpenRouter catalogue declared as Mistral.
  • 3 September 2026Fingerprinted in the YFarmX catalogue sweep · 50 of 50 strings measured clean.
  • 3 September 2026YFarmX assessment: consistent with the Mistral family, very high confidence.

Cite this page as the evidence record for Mistral: Devstral 2 2512: the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings.