MiMo-V2.5
Xiaomi
描述
MiMo-V2.5 is Xiaomi's native omnimodal sparse Mixture-of-Experts model with 310B total parameters, 15B activated parameters, and a 1M-token context window. Built on the MiMo-V2-Flash backbone, it adds dedicated vision and audio encoders for text, image, video, and audio understanding, and is post-trained with SFT, agentic reinforcement learning, and Multi-Teacher On-Policy Distillation for multimodal perception, long-context reasoning, and agentic workflows.
發布日期
2026-04-22
參數規模
—
上下文長度
1.0M
支援模態
audio, image, text, video
能力雷達圖
37
general
43
coding
85
reasoning
58
science估算
70
agents
80
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
MiMo Coding Bench
71.8%自報
Terminal-Bench 2.0
65.8%自報
Claw-Eval
63.2%自報
SWE-Bench Pro
56.1%自報
Finance Agent v2
36.7%自報
ResearchClawBench
16.9%自報
Document Understanding
OmniDocBench
87.2%自報
General
MMMU-Pro
77.9%自報
Long Context
GraphWalks
87.0%自報
Multimodal
HR-Bench (4k)
88.5%自報
Video-MME
87.7%自報
DailyOmni
83.5%自報
CharXiv-R
81.0%自報
VideoHolmes
64.0%自報
AA 評測指數
Intelligence Index40.1
Tau20.9
Gpqa0.8
Ifbench0.7
Lcr0.6
Scicode0.4
Terminalbench Hard0.4
Hle0.3
LLM Stats 分類評分
Long Context90
Multimodal80
General80
Vision80
Reasoning70
Tool Calling70
Agents60
Code60
Coding60
Finance40
定價
輸入價格$0.14 / 1M tokens
輸出價格$0.28 / 1M tokens
混合價格(3:1)$0.175 / 1M tokens
快取讀取價格$0.08 / 1M tokens
速度
Tokens/秒69.1
首Token延遲2.20s
首回答延遲31.17s
供應商價格排行
供應商價格排行
8 個供應商
最便宜: Xiaomi最貴: routing.run
供應商輸入輸出
1Xiaomi主要
$0.14
$0.28
2NanoGPT
$0.14
$0.28
3OpenRouter
$0.14
$0.28
4Vercel AI Gateway
$0.14
$0.28
5ZenMux
$0.4
$2
6Deep Infra
$0.4
$2
7Kilo Gateway
$0.4
$2
8routing.run
$0.45
$1.35
比較該模型在不同 API 供應商之間的定價。