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MiMo-V2.5-Pro

XiaomiOpen WeightMIT · Commercial OK

Description

MiMo-V2.5-Pro is Xiaomi's 1.02T-parameter sparse Mixture-of-Experts language model with 42B active parameters and a 1M-token context window. It inherits the MiMo-V2-Flash hybrid-attention and Multi-Token Prediction design, extends context during pre-training up to 1M tokens, and uses supervised fine-tuning, domain-specialized reinforcement learning, and Multi-Teacher On-Policy Distillation to improve complex software engineering, long-horizon agentic tasks, and ultra-long-context coherence.

Release Date
2026-04-27
Parameters
1.0T
Context Length
1.0M
Modalities
text

Capability Radar

100
general
70
coding
80
reasoning
60
scienceest.
70
agents
0
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agentic Capability29
65.0
LS
Reasoning23
83.0
LS

Benchmark Scores (LLM Stats)

Agents

GDPval-AA1581.00 / 3000SR
FrontierSWE (Impl.)340.0%SR
MiMo Coding Bench73.7%SR
TAU3-Bench72.9%SR
Terminal-Bench 2.068.4%SR
Claw-Eval64.0%SR
SWE-Bench Pro57.2%SR
WildClawBench43.0%SR

Biology

GPQA66.7%SR

Code

SWE-Bench Verified78.9%SR

Finance

MMLU89.4%SR
MMLU-Pro68.5%SR

General

ARC-C97.2%SR
MMLU-Redux92.8%SR
C-Eval91.5%SR
CMMLU90.2%SR
Global-MMLU83.6%SR
TriviaQA81.3%SR
MBPP+74.1%SR
LiveCodeBench v639.6%SR
SWE-bench Verified (Agentless)35.7%SR

Language

BBH88.4%SR
Winogrande85.6%SR

Long Context

GraphWalks62.0%SR

Math

GSM8k99.6%SR
DROP86.3%SR
MATH86.2%SR
AIME37.3%SR
Humanity's Last Exam34.0%SR

Reasoning

HellaSwag89.8%SR
HumanEval+75.6%SR

AA Evaluation Indices

No AA evaluation data available

LLM Stats Category Scores

Finance
100
Legal
100
Agents
100
General
100
Reasoning
64
Language
90
Frontend Development
80
Healthcare
80
Math
80
Tool Calling
70
Physics
70
Biology
70
Chemistry
70
Code
70
Long Context
60
Coding
60
Vision
30

Pricing

Input Price$0 / 1M tokens
Output Price$0 / 1M tokens
Blended Price (3:1)$0 / 1M tokens
Cache Read Price$0.2 / 1M tokens

Speed

No speed data available

Provider Price Ranking

Provider Price Ranking

6 providers

Cheapest: XiaomiMost Expensive: OpenCode Go
ProviderInputOutput
1XiaomiPRIMARY
$0
$0
2DeepInfra
$0
$0
3Novita
$0
$0.00001
4CrofAI
$0.4
$0.8
5LLM Gateway
$1
$3
6OpenCode Go
$1.74
$3.48

Compare pricing across different API providers for this model.

External Sources