MiMo-V2.6-Pro

Xiaomi開源權重MIT · 商用許可

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.

發布日期

2026-09-21

參數規模

1.0T

上下文長度

1.0M

支援模態

audio, image, text, video

能力雷達圖

general

coding

100

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	74	47.0	LS
程式碼能力榜	30	82.0	LB
通用能力榜	28	45.0	AA
多模態榜	35	60.0	LS
推理能力	40	80.0	LB
科學能力	32	43.0	AA

基準測試分數 (LLM Stats)

(LLM Stats (zeroeval))

Agents

Toolathlon-Verified

76.9%自報

SEC-bench Pro

66.3%自報

JobBench

62.0%自報

AutomationBench v1.0.6

53.1%自報

Agents' Last Exam

31.6%自報

Program Bench

26.5%自報

ExploitGym

17.8%自報

Code

CyberGym

94.0%自報

MiMo Cyber Bench

81.7%自報

MiMo Visual Coding

72.3%自報

DeepSWE 1.1

71.9%自報

MiMo Coding Bench

63.2%自報

ExploitBench

47.9%自報

General

GDPval-AA 2.1

1673.00 / 3000自報

AA Intelligence Index v4.3

46.3%自報

Multimodal

OSWorld-Verified

82.0%自報

Reasoning

Terminal-Bench 2.1

89.9%自報

Terminal-Bench 4.0

34.9%自報

AA 評測指數

(Artificial Analysis)

Strategy And Ops

46.9

Finance And Accounting

38.9

Economics

36.1

Healthcare And Medical

35.8

Legal

35.0

Engineering(Artificial Analysis)

34.3

Intelligence Index(Artificial Analysis)

29.9

LLM Stats 分類評分

(LLM Stats (zeroeval))

Reasoning

100

Agents

100

General

100

Multimodal

Vision

Knowledge

Productivity

Safety

Code

Tool Calling

定價

輸入價格$0.435 / 1M tokens

輸出價格$0.87 / 1M tokens

混合價格(3:1)$0.54375 / 1M tokens

快取讀取價格$0.0036 / 1M tokens

速度

Tokens/秒64.9

首Token延遲2.90s

首回答延遲33.70s

供應商價格排行

18 個供應商

最便宜: Requesty最貴: Neuralwatt

供應商輸入輸出

1Requesty最便宜

$0.43

$0.87

2Standard Compute

$0.43

$0.87

3Xiaomi主要

$0.435

$0.87

4NanoGPT

$0.435

$0.87

5OpenRouter

$0.435

$0.87

6OpenCode Go

$0.435

$0.87

7ZenMux

$0.435

$0.87

8Kilo Gateway

$0.435

$0.87

9Ollama Cloud

$0.435

$0.87

10Vercel AI Gateway

$0.435

$0.87

11DevPass (LLM Gateway)

$0.435

$0.87

12EmpirioLabs AI

$0.435

$0.87

13LLM Gateway

$0.435

$0.87

14Boundless

$0.435

$0.87

15CrossModel

$0.47

$0.94

16AIHubMix

$0.48

$0.96

17above.dev

$0.5077

$1.0154

18Neuralwatt

$0.87

$1.74

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