Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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MiniMax M3 (preview)

A-TIER

SambaNova Cloud

Intelligence Score 81/100
Model Popularity 0 votes
Context Window Long context
Pricing Model Free / Open

Gemma 4 31B

Friendli AI

Intelligence Score 65/100
Context Window 262K Context
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

MiniMax M3 (preview) Wins

With an intelligence score of 81/100 vs 65/100, MiniMax M3 (preview) outperforms Gemma 4 31B by 16 points.

Clear Winner: Significant performance advantage for MiniMax M3 (preview).
HEAD-TO-HEAD

Detailed Comparison

Feature
MiniMax M3 (preview)
Gemma 4 31B
Context Window
Long context 262K Context
Architecture
Transformer Transformer
Est. MMLU Score
~75-79% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Varies by model 60 RPM
Daily Limit
Dependent on credits Credit-based
Capabilities
No specific data
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
⚡ Very Fast Medium
Primary Use Case
⚡ Fast Chat & Apps General Purpose
Model Size
Undisclosed 31B
Limitations
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
  • $10 credit is one-time trial
  • Billing required after credits
  • Limited model selection
Key Strengths
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed
  • Optimized inference engine (FriendliEngine)
  • OpenAI-compatible API endpoints
  • Enterprise-grade uptime

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