MiMo-V2.6-Flash

Xiaomi開源權重MIT · 商用許可

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.

發布日期

2026-09-21

參數規模

309.0B

上下文長度

1.0M

支援模態

audio, image, text, video

能力雷達圖

general

coding

reasoning

science估算

agents

multimodal

缺少專門科學評測時，Science 由 LLM Stats 科學得分或推理能力估算。

排行榜排名

領域	#排名	分數	來源
智慧體能力模型榜	142	26.0	LS
通用能力榜	35	40.0	AA
多模態榜	55	56.0	LS
科學能力	37	38.0	AA

基準測試分數 (LLM Stats)

(LLM Stats (zeroeval))

Agents

Toolathlon-Verified

73.6%自報

JobBench

61.2%自報

AutomationBench v1.0.6

52.3%自報

SEC-bench Pro

47.5%自報

Agents' Last Exam

27.6%自報

Program Bench

26.0%自報

ExploitGym

6.0%自報

Code

CyberGym

95.1%自報

MiMo Cyber Bench

77.2%自報

MiMo Visual Coding

71.5%自報

DeepSWE 1.1

67.9%自報

MiMo Coding Bench

61.2%自報

ExploitBench

25.3%自報

Multimodal

OSWorld-Verified

80.8%自報

Reasoning

Terminal-Bench 2.1

87.6%自報

Terminal-Bench 4.0

28.8%自報

AA 評測指數

(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 分類評分

(LLM Stats (zeroeval))

Multimodal

Vision

Knowledge

Productivity

Reasoning

General

Agents

Code

Tool Calling

Safety

定價

輸入價格$0.14 / 1M tokens

輸出價格$0.28 / 1M tokens

混合價格(3:1)$0.175 / 1M tokens

快取讀取價格$0.0028 / 1M tokens

速度

Tokens/秒35.2

首Token延遲3.38s

首回答延遲60.18s

供應商價格排行

16 個供應商

最便宜: Kilo Gateway最貴: above.dev

供應商輸入輸出

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

比較該模型在不同 API 供應商之間的定價。

外部連結

LLM Stats Artificial Analysis