MiMo-V2.5
Xiaomi
Description
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.
Release Date
2026-04-22
Parameters
—
Context Length
1.0M
Modalities
audio, image, text, video
Capability Radar
37
general
43
coding
85
reasoning
58
scienceest.
70
agents
80
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Code Ranking | 59 | 75.0 | AA |
| General Ranking | 50 | 75.0 | AA |
| Science | 59 | 69.0 | AA |
Benchmark Scores (LLM Stats)
Agents
MiMo Coding Bench
71.8%SR
Terminal-Bench 2.0
65.8%SR
Claw-Eval
63.2%SR
SWE-Bench Pro
56.1%SR
Finance Agent v2
36.7%SR
ResearchClawBench
16.9%SR
Document Understanding
OmniDocBench
87.2%SR
General
MMMU-Pro
77.9%SR
Long Context
GraphWalks
87.0%SR
Multimodal
HR-Bench (4k)
88.5%SR
Video-MME
87.7%SR
DailyOmni
83.5%SR
CharXiv-R
81.0%SR
VideoHolmes
64.0%SR
AA Evaluation Indices
Intelligence Index40.1
Tau20.9
Gpqa0.8
Ifbench0.7
Lcr0.6
Scicode0.4
Terminalbench Hard0.4
Hle0.3
LLM Stats Category Scores
Long Context90
Multimodal80
General80
Vision80
Reasoning70
Tool Calling70
Agents60
Code60
Coding60
Finance40
Pricing
Input Price$0.14 / 1M tokens
Output Price$0.28 / 1M tokens
Blended Price (3:1)$0.175 / 1M tokens
Cache Read Price$0.08 / 1M tokens
Speed
Tokens/sec69.1
Time to First Token2.20s
Time to Answer31.17s
Provider Price Ranking
Provider Price Ranking
8 providers
Cheapest: XiaomiMost Expensive: routing.run
ProviderInputOutput
1XiaomiPRIMARY
$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
Compare pricing across different API providers for this model.