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.
发布日期
2026-04-22
参数规模
—
上下文长度
1.0M
支持模态
audio, image, text, video
能力雷达图
37
general
43
coding
85
reasoning
58
science估算
70
agents
80
multimodal
Science 在缺少专门科学评测时使用推理能力代理估算。
排行榜排名
基准测试分数 (LLM Stats)
Agents
MiMo Coding Bench
71.8%自报
Terminal-Bench 2.0
65.8%自报
Claw-Eval
63.2%自报
SWE-Bench Pro
56.1%自报
Finance Agent v2
36.7%自报
ResearchClawBench
16.9%自报
Document Understanding
OmniDocBench
87.2%自报
General
MMMU-Pro
77.9%自报
Long Context
GraphWalks
87.0%自报
Multimodal
HR-Bench (4k)
88.5%自报
Video-MME
87.7%自报
DailyOmni
83.5%自报
CharXiv-R
81.0%自报
VideoHolmes
64.0%自报
AA 评测指数
Intelligence Index40.1
Tau20.9
Gpqa0.8
Ifbench0.7
Lcr0.6
Scicode0.4
Terminalbench Hard0.4
Hle0.3
LLM Stats 分类评分
Long Context90
Multimodal80
General80
Vision80
Reasoning70
Tool Calling70
Agents60
Code60
Coding60
Finance40
定价
输入价格$0.14 / 1M tokens
输出价格$0.28 / 1M tokens
混合价格(3:1)$0.175 / 1M tokens
缓存读取价格$0.08 / 1M tokens
速度
Tokens/秒69.1
首Token延迟2.20s
首回答延迟31.17s
供应商价格排行
供应商价格排行
8 个供应商
最便宜: Xiaomi最贵: routing.run
供应商输入输出
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
比较该模型在不同 API 供应商之间的定价。