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MiniMax-M3.1-Flash

MiniMaxMiniMaxProprietary

描述

MiniMax M3.1 Flash is the flash successor in the MiniMax M3 family, released 2026-10-19. It is a multimodal reasoning model with a 1M-token context window, native image and video input, and text output. Thinking is always on (cannot be disabled) with effort levels low/medium/high/xhigh/max (default max). Described as open-weight with weights to be released later; no Hugging Face checkpoint is available yet. The anonymous "Space Bunny" model was an early version. Available via the MiniMax API (Anthropic-compatible and OpenAI-compatible endpoints), M Plan, and MiniMax Code.

发布日期
2026-10-19
参数规模
—
上下文长度
1.0M
支持模态
image, text, video

能力雷达图

44
general
53
coding
40
reasoning
51
science
50
agents
60
multimodal

排行榜排名

领域#排名分数来源
智能体能力模型榜22
61.0
LS
代码能力榜35
90.0
AA
通用能力榜33
73.0
AA
多模态榜40
59.0
LS
推理能力36
83.0
LB
科学能力45
78.0
AA

基准测试分数 (LLM Stats)

(LLM Stats (zeroeval))

Agents

BankerToolBench76.2%自报
AutomationBench v1.0.662.8%自报
LOCA-Bench (256k)60.3%自报
PostTrainBench39.3%自报
Agents' Last Exam29.6%自报

Code

CyberGym82.2%自报
DeepSWE 1.173.7%自报
NL2Repo61.2%自报
SWE Refactor Bench23.0%自报

General

GDP.pdf20.8%自报

Multimodal

OSWorld 2.061.7%自报

Reasoning

CharXiv-R82.5%自报
Humanity's Last Exam (no tools, text-only)43.4%自报
Terminal-Bench 4.038.1%自报

Vision

BabyVision91.0%自报

AA 评测指数

(Artificial Analysis)
Lcr(Artificial Analysis)
79.7
Scicode(UIUC + Argonne National Lab (2024))
53.4
Hle(Center for AI Safety + Scale AI (2025))
48.0
Intelligence Index(Artificial Analysis)
42.7
Terminalbench V4 0
25.8

LLM Stats 分类评分

(LLM Stats (zeroeval))
Safety
80
Finance
80
Multimodal
60
General
60
Agents
60
Code
60
Vision
60
Reasoning
50
Tool Calling
50
Math
40
Systems
40

定价

输入价格$0.15 / 1M tokens
输出价格$0.6 / 1M tokens
混合价格(3:1)$0.262 / 1M tokens
缓存读取价格$0.015 / 1M tokens

速度

Tokens/秒115.4
首Token延迟0.85s
首回答延迟18.18s

供应商价格排行

供应商价格排行

13 个供应商

最便宜: MiniMax最贵: Venice AI
供应商输入输出
1MiniMax最便宜
$0
$0
2Kilo Gateway
$0.09
$0.5
3EmpirioLabs AI
$0.1125
$0.45
4MiniMax (minimax.cn)
$0.1494
$0.5976
5NanoGPT
$0.15
$0.6
6OpenRouter
$0.15
$0.6
7ZenMux
$0.15
$0.6
8Novita AI
$0.15
$0.6
9Vercel AI Gateway
$0.15
$0.6
10MiniMax (minimax.io)
$0.15
$0.6
11Merge Gateway
$0.15
$0.6
12LLM Gateway
$0.15
$0.6
13Venice AI
$0.1875
$0.75

比较该模型在不同 API 供应商之间的定价。

外部链接