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

agents

multimodal

排行榜排名

領域	#排名	分數	來源
智慧體能力模型榜	104	34.0	LS
程式碼能力榜	99	84.0	AA
通用能力榜	119	64.0	AA
多模態榜	58	56.0	LS
科學能力	160	65.0	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)

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 分類評分

(LLM Stats (zeroeval))

Multimodal

Vision

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49.7

首Token延遲4.07s

首回答延遲44.31s

供應商價格排行

13 個供應商

最便宜: Xiaomi最貴: above.dev

供應商輸入輸出

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

比較該模型在不同 API 供應商之間的定價。

外部連結

LLM Stats Artificial Analysis