MiMo-V2.6-Flash

Xiaomi开源权重MIT · 商用许可

描述

MiMo-V2.6-Flash is Xiaomi's MIT-licensed omnimodal sparse Mixture-of-Experts model with 309B total parameters and 15B active parameters. It supports text, image, video, and audio understanding with a 1,048,576-token context window and text output. MiMo-V2.6 scales reinforcement learning across coding, general agents, visual tasks, and cybersecurity. Xiaomi's launch article is dated September 22, 2026; released weights are named MiMo-V2.6-Flash-RL. Benchmark results are Xiaomi-reported release evaluations, distinct from intermediate live-training checkpoints.

发布日期

2026-09-21

参数规模

309.0B

上下文长度

1.0M

支持模态

audio, image, text, video

能力雷达图

general

coding

reasoning

science估算

agents

multimodal

缺少专门科学评测时，Science 由 LLM Stats 科学得分或推理能力估算。

排行榜排名

领域	#排名	分数	来源
智能体能力模型榜	142	26.0	LS
通用能力榜	35	40.0	AA
多模态榜	55	56.0	LS
科学能力	37	38.0	AA

基准测试分数 (LLM Stats)

(LLM Stats (zeroeval))

Agents

Toolathlon-Verified

73.6%自报

JobBench

61.2%自报

AutomationBench v1.0.6

52.3%自报

SEC-bench Pro

47.5%自报

Agents' Last Exam

27.6%自报

Program Bench

26.0%自报

ExploitGym

6.0%自报

Code

CyberGym

95.1%自报

MiMo Cyber Bench

77.2%自报

MiMo Visual Coding

71.5%自报

DeepSWE 1.1

67.9%自报

MiMo Coding Bench

61.2%自报

ExploitBench

25.3%自报

Multimodal

OSWorld-Verified

80.8%自报

Reasoning

Terminal-Bench 2.1

87.6%自报

Terminal-Bench 4.0

28.8%自报

AA 评测指数

(Artificial Analysis)

Strategy And Ops

45.7

Finance And Accounting

36.9

Healthcare And Medical

35.1

Legal

33.8

Economics

32.2

Engineering(Artificial Analysis)

31.0

Intelligence Index(Artificial Analysis)

26.7

LLM Stats 分类评分

(LLM Stats (zeroeval))

Multimodal

Vision

Knowledge

Productivity

Reasoning

General

Agents

Code

Tool Calling

Safety

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$0.0028 / 1M tokens

速度

Tokens/秒34.1

首Token延迟3.28s

首回答延迟61.99s

供应商价格排行

16 个供应商

最便宜: Kilo Gateway最贵: above.dev

供应商输入输出

1Kilo Gateway最便宜

$0.1

$0.28

2Xiaomi主要

$0.14

$0.28

3NanoGPT

$0.14

$0.28

4OpenRouter

$0.14

$0.28

5OpenCode Go

$0.14

$0.28

6Ollama Cloud

$0.14

$0.28

7Requesty

$0.14

$0.28

8Vercel AI Gateway

$0.14

$0.28

9DevPass (LLM Gateway)

$0.14

$0.28

10EmpirioLabs AI

$0.14

$0.28

11LLM Gateway

$0.14

$0.28

12Standard Compute

$0.14

$0.28

13Boundless

$0.14

$0.28

14AIHubMix

$0.155

$0.31

15CrossModel

$0.16

$0.32

16above.dev

$0.1692

$0.3385

比较该模型在不同 API 供应商之间的定价。

外部链接

LLM Stats Artificial Analysis