MiMo-V2.6-Pro

Xiaomi开源权重MIT · 商用许可

描述

MiMo-V2.6-Pro is Xiaomi's MIT-licensed omnimodal sparse Mixture-of-Experts model with 1.02T total parameters and 42B 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-Pro-RL. Benchmark results are Xiaomi-reported release evaluations, distinct from intermediate live-training checkpoints. UltraSpeed serves the same model at higher speed for $4.35 input and $8.70 output per million tokens.

发布日期

2026-09-21

参数规模

1.0T

上下文长度

1.0M

支持模态

audio, image, text, video

能力雷达图

general

coding

100

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	26	57.0	LS
代码能力榜	4	97.0	AA
通用能力榜	31	79.0	AA
多模态榜	41	59.0	LS
科学能力	29	85.0	AA

基准测试分数 (LLM Stats)

(LLM Stats (zeroeval))

Agents

Toolathlon-Verified

76.9%自报

SEC-bench Pro

66.3%自报

JobBench

62.0%自报

AutomationBench v1.0.6

53.1%自报

Agents' Last Exam

31.6%自报

Program Bench

26.5%自报

ExploitGym

17.8%自报

Code

CyberGym

94.0%自报

MiMo Cyber Bench

81.7%自报

MiMo Visual Coding

72.3%自报

DeepSWE 1.1

71.9%自报

MiMo Coding Bench

63.2%自报

ExploitBench

47.9%自报

General

GDPval-AA 2.1

1673.00 / 3000自报

AA Intelligence Index v4.3

46.3%自报

Multimodal

OSWorld-Verified

82.0%自报

Reasoning

Terminal-Bench 2.1

89.9%自报

Terminal-Bench 4.0

34.9%自报

AA 评测指数

(Artificial Analysis)

Lcr(Artificial Analysis)

86.3

Scicode(UIUC + Argonne National Lab (2024))

60.9

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

49.4

Intelligence Index(Artificial Analysis)

46.3

Terminalbench V4 0

34.8

LLM Stats 分类评分

(LLM Stats (zeroeval))

Reasoning

100

General

100

Agents

100

Multimodal

Vision

Safety

Code

Tool Calling

定价

输入价格$0.435 / 1M tokens

输出价格$0.87 / 1M tokens

混合价格(3:1)$0.544 / 1M tokens

缓存读取价格$0.0036 / 1M tokens

速度

Tokens/秒44.3

首Token延迟2.94s

首回答延迟48.09s

供应商价格排行

14 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

$0.43

$0.87

3Requesty

$0.43

$0.87

4NanoGPT

$0.435

$0.87

5OpenRouter

$0.435

$0.87

6OpenCode Go

$0.435

$0.87

7ZenMux

$0.435

$0.87

8Vercel AI Gateway

$0.435

$0.87

9DevPass (LLM Gateway)

$0.435

$0.87

10EmpirioLabs AI

$0.435

$0.87

11LLM Gateway

$0.435

$0.87

12CrossModel

$0.47

$0.94

13AIHubMix

$0.48

$0.96

14above.dev

$0.5077

$1.0154

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