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MiniMax-M2.1

MiniMaxMiniMax開源權重MIT · 商用許可

描述

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.

發布日期
2025-12-23
參數規模
230.0B
上下文長度
205K
支援模態
text

能力雷達圖

47
general
72
coding
83
reasoning
56
science估算
70
agents
0
multimodal

Science 在缺少專門科學評測時使用推理能力代理估算。

排行榜排名

領域#排名分數來源
智慧體能力模型榜85
51.0
LS
程式碼能力榜76
71.0
AA
通用能力榜58
74.0
AA
數學推理70
84.0
AA
科學能力74
65.0
AA

基準測試分數 (LLM Stats)

Agents

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

Biology

GPQA81.0%自報
SciCode39.0%自報

Code

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

Communication

Tau2 Telecom87.0%自報

Finance

MMLU-Pro88.0%自報

General

IFBench70.0%自報

Long Context

AA-LCR62.0%自報

Math

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

AA 評測指數

Math Index
82.7
Intelligence Index
31.4
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

LLM Stats 分類評分

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

定價

輸入價格$0.3 / 1M tokens
輸出價格$1.2 / 1M tokens
混合價格(3:1)$0.525 / 1M tokens

速度

Tokens/秒228.5
首Token延遲8.19s
首回答延遲16.94s

供應商價格排行

供應商價格排行

21 個供應商

最便宜: MiniMax最貴: Moark
供應商輸入輸出
1MiniMax最便宜
$0
$0
2Kilo Gateway
$0.27
$0.95
3Meganova
$0.28
$1.2
4OpenRouter
$0.29
$0.95
5302.AI
$0.3
$1.2
6SiliconFlow (China)
$0.3
$1.2
7Jiekou.AI
$0.3
$1.2
8Hugging Face
$0.3
$1.2
9ZenMux
$0.3
$1.2
10NovitaAI
$0.3
$1.2
11OpenCode Zen
$0.3
$1.2
12Amazon Bedrock
$0.3
$1.2
13Vercel AI Gateway
$0.3
$1.2
14MiniMax (minimax.io)
$0.3
$1.2
15LLM Gateway
$0.3
$1.2
16MiniMax (minimaxi.com)
$0.3
$1.2
17Merge Gateway
$0.3
$1.2
18NanoGPT
$0.33
$1.32
19Cortecs
$0.34
$1.34
20Synthetic
$0.55
$2.19
21Moark
$2.1
$8.4

比較該模型在不同 API 供應商之間的定價。

外部連結