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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#RankScoreSource
Code Ranking59
75.0
AA
General Ranking50
75.0
AA
Science59
69.0
AA

Benchmark Scores (LLM Stats)

Agents

MiMo Coding Bench71.8%SR
Terminal-Bench 2.065.8%SR
Claw-Eval63.2%SR
SWE-Bench Pro56.1%SR
Finance Agent v236.7%SR
ResearchClawBench16.9%SR

Document Understanding

OmniDocBench87.2%SR

General

MMMU-Pro77.9%SR

Long Context

GraphWalks87.0%SR

Multimodal

HR-Bench (4k)88.5%SR
Video-MME87.7%SR
DailyOmni83.5%SR
CharXiv-R81.0%SR
VideoHolmes64.0%SR

AA Evaluation Indices

Intelligence Index
40.1
Tau2
0.9
Gpqa
0.8
Ifbench
0.7
Lcr
0.6
Scicode
0.4
Terminalbench Hard
0.4
Hle
0.3

LLM Stats Category Scores

Long Context
90
Multimodal
80
General
80
Vision
80
Reasoning
70
Tool Calling
70
Agents
60
Code
60
Coding
60
Finance
40

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.

External Sources