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MiniMax-M2.5

MiniMaxMiniMaxOpen WeightMIT · Commercial OK

Description

MiniMax M2.5 is the world's first production-level model designed natively for Agent scenarios. Building on the M2.1 foundation, M2.5 delivers significant improvements in programming, tool calling, search, and office productivity. With only 10B activation parameters from its 230B MoE architecture, it achieves competitive performance against top international models like Claude Opus 4.6 while maintaining high throughput and efficient inference. M2.5 supports full-stack development for PC, App, and cross-platform applications, and excels in agentic workflows including automated customer support, data-analysis pipelines, and complex task execution.

Release Date
2026-02-12
Parameters
230.0B
Context Length
205K
Modalities
image, text

Capability Radar

31
general
43
coding
85
reasoning
57
science
70
agents
60
multimodal

Rankings

Domain#RankScoreSource
Agentic Capability69
47.0
LS
Code Ranking118
70.0
AA
General Ranking94
72.0
AA
Science129
65.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

BrowseCompOpenAI (2025)76.3%SR
MEWC74.4%SR
SWE-Bench ProPrinceton NLP (2024)55.4%SR
VIBE-Pro54.2%SR

Code

SWE-Bench Verified80.2%SR
Multi-SWE-Bench51.3%SR

Finance

GDPval-MM59.0%SR

General

BFCL_v3_MultiTurn76.8%SR

AA Evaluation Indices

(Artificial Analysis)
Intelligence Index(Artificial Analysis)
34.5
Tau2(Sierra + U Toronto + Vector Institute (2025))
1.0
Gpqa(NYU + Cohere + Anthropic (2023))
0.8
Lcr(Artificial Analysis)
0.7
Ifbench(Google Research (2023))
0.7
Scicode(UIUC + Argonne National Lab (2024))
0.4
Terminalbench Hard(Stanford × Laude Institute (2026))
0.3
Hle(Center for AI Safety + Scale AI (2025))
0.2

LLM Stats Category Scores

(LLM Stats (zeroeval))
Search
80
Frontend Development
80
Agents
70
Multimodal
60
Reasoning
60
Finance
60
General
60
Code
60

Pricing

Input Price$0.3 / 1M tokens
Output Price$1.2 / 1M tokens
Blended Price (3:1)$0.525 / 1M tokens
Cache Read Price$0.03 / 1M tokens
Cache Write Price$0.375 / 1M tokens

Speed

Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

Provider Price Ranking

15 providers

Cheapest: MiniMaxMost Expensive: TensorX
ProviderInputOutput
1MiniMaxCheapest
$0
$0
2OpenRouter
$0.22
$0.9
3NanoGPT
$0.3
$1.2
4Alibaba (China)
$0.3
$1.2
5ZenMux
$0.3
$1.2
6NovitaAI
$0.3
$1.2
7Kilo Gateway
$0.3
$1.2
8FrogBot
$0.3
$1.2
9Vercel AI Gateway
$0.3
$1.2
10MiniMax (minimax.io)
$0.3
$1.2
11HPC-AI
$0.3
$1.2
12MiniMax (minimaxi.com)
$0.3
$1.2
13OrcaRouter
$0.3
$1.2
14Merge Gateway
$0.3
$1.2
15TensorX
$0.3
$1.2

Compare pricing across different API providers for this model.

External Sources