MiniMax-M2.5
MiniMaxMiniMaxOpen WeightMIT · Commercial OK
描述
MiniMax M2.5 is the world's first production-level model designed natively for Agent scenarios. Building on the M2.1 foundation, M2.5 delivers significant improvements in programming, tool calling, search, and office productivity. With only 10B activation parameters from its 230B MoE architecture, it achieves competitive performance against top international models like Claude Opus 4.6 while maintaining high throughput and efficient inference. M2.5 supports full-stack development for PC, App, and cross-platform applications, and excels in agentic workflows including automated customer support, data-analysis pipelines, and complex task execution.
發布日期
2026-02-12
參數規模
230.0B
上下文長度
197K
支援模態
image, text
能力雷達圖
37
general
38
coding
85
reasoning
57
science估算
70
agents
60
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
基準測試分數 (LLM Stats)
Agents
BrowseComp
76.3%自報
MEWC
74.4%自報
SWE-Bench Pro
55.4%自報
VIBE-Pro
54.2%自報
Code
SWE-Bench Verified
80.2%自報
Multi-SWE-Bench
51.3%自報
Finance
GDPval-MM
59.0%自報
General
BFCL_v3_MultiTurn
76.8%自報
AA 評測指數
Intelligence Index41.9
Coding Index37.4
Tau21.0
Gpqa0.8
Ifbench0.7
Lcr0.7
Scicode0.4
Terminalbench Hard0.3
Hle0.2
LLM Stats 分類評分
Frontend Development80
Search80
Agents70
Code60
Finance60
General60
Multimodal60
Reasoning60
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84.0 tokens/s
首Token延遲1.44s
首回答延遲25.25s
可用提供商
(LS 內部計價單位)| 提供商 | 輸入價格 | 輸出價格 |
|---|---|---|
| MiniMax | 300K | 1.2M |