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MiniMax-M2.1

MiniMaxMiniMaxOpen WeightMIT · Commercial OK

Описание

MiniMax M2.1 is an enhanced large language model focused on multi-language programming and real-world complex tasks. It features exceptional capabilities across Rust, Java, Golang, C++, Kotlin, Objective-C, TypeScript, JavaScript and more, with industry-leading multilingual performance that outperforms Claude Sonnet 4.5 and approaches Claude Opus 4.5. M2.1 significantly strengthens native Android and iOS development, delivers enhanced design comprehension and aesthetic expression for web/app scenarios, and provides more concise responses with improved speed and reduced token consumption. It excels across various coding agent frameworks including Claude Code, Droid (Factory AI), Cline, Kilo Code, Roo Code, and BlackBox.

Дата выхода
2025-12-23
Параметры
230.0B
Длина контекста
197K
Модальности
text

Радар способностей

51
general
50
coding
83
reasoning
56
scienceоцен.
70
agents
0
multimodal

Science использует прокси на основе рассуждений, когда специализированные научные бенчмарки недоступны.

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools73
51.0
LS
Code Ranking83
65.0
AA
General Ranking54
78.0
AA
Math Reasoning70
84.0
AA
Science62
68.0
AA

Оценки бенчмарков (LLM Stats)

Agents

BrowseComp62.0%Сам.
Terminal-Bench47.9%Сам.
Toolathlon43.5%Сам.

Biology

GPQA81.0%Сам.
SciCode39.0%Сам.

Code

VIBE Web91.5%Сам.
VIBE Android89.7%Сам.
VIBE88.6%Сам.
VIBE iOS88.0%Сам.
VIBE Simulation87.1%Сам.
VIBE Backend86.7%Сам.
LiveCodeBench78.0%Сам.
SWE-bench Multilingual72.5%Сам.
SWT-Bench69.3%Сам.
SWE-Bench Verified67.0%Сам.
Multi-SWE-Bench49.4%Сам.
OctoCodingBench26.1%Сам.
SWE-Review8.9%Сам.
SWE-Perf3.1%Сам.

Communication

Tau2 Telecom87.0%Сам.

Finance

MMLU-Pro88.0%Сам.

General

IFBench70.0%Сам.

Long Context

AA-LCR62.0%Сам.

Math

AIME 202581.0%Сам.
Humanity's Last Exam22.0%Сам.

Индексы оценки AA

Math Index
82.7
Intelligence Index
39.4
Coding Index
32.8
Mmlu Pro
0.9
Tau2
0.9
Gpqa
0.8
Aime 25
0.8
Livecodebench
0.8
Ifbench
0.7
Lcr
0.6
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.2

Оценки категорий LLM Stats

Communication
90
Finance
90
Healthcare
90
Language
90
Legal
90
General
80
Tool Calling
70
Frontend Development
70
Instruction Following
70
Biology
60
Chemistry
60
Code
60
Long Context
60
Math
60
Physics
60
Reasoning
60
Search
60
Agents
50
Vision
20

Цены

Цена ввода$0.3 / 1M tokens
Цена вывода$1.2 / 1M tokens
Смешанная цена (3:1)$0.525 / 1M tokens

Скорость

Токенов/сек86.3 tokens/s
Задержка первого токена1.30s
Время до первого ответа24.49s

Доступные провайдеры

(Внутренние единицы LS)
ПровайдерЦена вводаЦена вывода
MiniMax300K1.2M

Внешние ссылки