MiniMax M2.5 vs Gemini 3.1 Pro
Comprehensive comparison between MiniMax's MiniMax M2.5 and Google's Gemini 3.1 Pro. Compare pricing, performance, features, and user reviews.
MiniMax M2.5
MiniMaxMiniMax's flagship model with exceptional agentic capabilities at ultra-low cost. Demonstrates outstanding planning and stable execution of complex tool-calling tasks. One of the most capable AI agents available at a fraction of Claude/GPT pricing.
Gemini 3.1 Pro
GoogleGoogle's most advanced Pro-tier model with 1M context, dynamic thinking, and the highest ARC-AGI-2 score (77.1%) among all models. Excels at multimodal reasoning across text, images, audio, and video. Best price-to-performance ratio among frontier models.
Specs Comparison
| Specification | MiniMax M2.5 | Gemini 3.1 Pro |
|---|---|---|
| Context Window | 197K | 1000K |
| Max Output | 32K | 66K |
| Input (per 1M tokens) | $0.30 | $2.00 |
| Output (per 1M tokens) | $2.40 | $12.00 |
| Reasoning | ||
| Open Source |
Scenario Score Comparison
MiniMax M2.5
Pros
- + Extremely cheap ($0.20/1M input)
- + Strong tool calling & function calling
- + 197K context window
- + Excellent agentic performance
- + Supports Shell, Browser, Python, MCP
Cons
- − Less known in Western markets
- − Documentation mainly in Chinese
- − Smaller ecosystem than Claude/GPT
- − Rate limits on free tier
Gemini 3.1 Pro
Pros
- + Cheapest frontier model ($2/$12)
- + Highest ARC-AGI-2 score (77.1%)
- + Native multimodal (text/image/audio/video)
- + 1M context window
- + Free tier via AI Studio
- + Best for frontend/web design
Cons
- − Weaker at agentic tasks
- − Context window issues reported
- − Sometimes skips lines in code edits
- − CLI/agent harness quality inconsistent
Recommendation
Choose MiniMax M2.5 if you:
- • Need extremely cheap ($0.20/1m input)
- • Need strong tool calling & function calling
- • Need 197k context window
Choose Gemini 3.1 Pro if you:
- • Need cheapest frontier model ($2/$12)
- • Need highest arc-agi-2 score (77.1%)
- • Need native multimodal (text/image/audio/video)
Based on scores across 2 scenarios, Gemini 3.1 Pro performs better overall.
Get Started with MiniMax M2.5
Get Started with Gemini 3.1 Pro
💡 Gemini Advanced is included in Google One AI Premium.
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