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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.

發布日期
2026-10-19
參數規模
—
上下文長度
1.0M
支援模態
image, text, video

能力雷達圖

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

排行榜排名

領域#排名分數來源
智慧體能力模型榜22
61.0
LS
程式碼能力榜36
90.0
AA
通用能力榜34
73.0
AA
多模態榜40
59.0
LS
推理能力36
83.0
LB
科學能力46
78.0
AA

基準測試分數 (LLM Stats)

(LLM Stats (zeroeval))

Agents

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

Code

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

General

GDP.pdf20.8%自報

Multimodal

OSWorld 2.061.7%自報

Reasoning

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

Vision

BabyVision91.0%自報

AA 評測指數

(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 分類評分

(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

定價

輸入價格$0.15 / 1M tokens
輸出價格$0.6 / 1M tokens
混合價格(3:1)$0.262 / 1M tokens
快取讀取價格$0.015 / 1M tokens

速度

Tokens/秒106.3
首Token延遲0.93s
首回答延遲19.73s

供應商價格排行

供應商價格排行

13 個供應商

最便宜: MiniMax最貴: Venice AI
供應商輸入輸出
1MiniMax最便宜
$0
$0
2Kilo Gateway
$0.1
$0.55
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

比較該模型在不同 API 供應商之間的定價。

外部連結