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

agents

multimodal

排行榜排名

领域	#排名	分数	来源
智能体能力模型榜	104	34.0	LS
代码能力榜	99	84.0	AA
通用能力榜	119	64.0	AA
多模态榜	58	56.0	LS
科学能力	160	65.0	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)

Lcr(Artificial Analysis)

74.3

Scicode(UIUC + Argonne National Lab (2024))

51.3

Intelligence Index(Artificial Analysis)

37.9

Hle(Center for AI Safety + Scale AI (2025))

35.1

Terminalbench V4 0

22.7

LLM Stats 分类评分

(LLM Stats (zeroeval))

Multimodal

Vision

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49.7

首Token延迟4.07s

首回答延迟44.31s

供应商价格排行

13 个供应商

最便宜: Xiaomi最贵: above.dev

供应商输入输出

1Xiaomi最便宜

2Kilo Gateway

$0.04

$1.28

3NanoGPT

$0.14

$0.28

4OpenRouter

$0.14

$0.28

5OpenCode Go

$0.14

$0.28

6Requesty

$0.14

$0.28

7Vercel AI Gateway

$0.14

$0.28

8DevPass (LLM Gateway)

$0.14

$0.28

9EmpirioLabs AI

$0.14

$0.28

10LLM Gateway

$0.14

$0.28

11AIHubMix

$0.155

$0.31

12CrossModel

$0.16

$0.32

13above.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