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MiniMax-M2.1

MiniMaxMiniMaxOpen WeightMIT · Commercial OK

Description

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.

Release Date
2025-12-23
Parameters
230.0B
Context Length
205K
Modalities
text

Capability Radar

47
general
72
coding
83
reasoning
56
scienceest.
70
agents
0
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agentic Capability85
51.0
LS
Code Ranking76
71.0
AA
General Ranking58
74.0
AA
Math Reasoning70
84.0
AA
Science74
65.0
AA

Benchmark Scores (LLM Stats)

Agents

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

Biology

GPQA81.0%SR
SciCode39.0%SR

Code

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

Communication

Tau2 Telecom87.0%SR

Finance

MMLU-Pro88.0%SR

General

IFBench70.0%SR

Long Context

AA-LCR62.0%SR

Math

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

AA Evaluation Indices

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 Category Scores

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

Pricing

Input Price$0.3 / 1M tokens
Output Price$1.2 / 1M tokens
Blended Price (3:1)$0.525 / 1M tokens

Speed

Tokens/sec228.5
Time to First Token8.19s
Time to Answer16.94s

Provider Price Ranking

Provider Price Ranking

21 providers

Cheapest: MiniMaxMost Expensive: Moark
ProviderInputOutput
1MiniMaxCheapest
$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

Compare pricing across different API providers for this model.

External Sources