Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Gemma 4 31B (preview)

SambaNova Cloud

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Long context

Pricing Model Free / Open

View Provider Analysis →

A-TIER

Ollama

Intelligence Score 84/100

Context Window 32K tokens

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 84/100 vs 65/100, Mistral Nemo 12B outperforms Gemma 4 31B (preview) by 19 points.

Clear Winner: Significant performance advantage for Mistral Nemo 12B.

HEAD-TO-HEAD

Feature	Gemma 4 31B (preview)	Mistral Nemo 12B
Context Window	Long context	32K tokens
Architecture	Transformer	Transformer (Open Weight)
Est. MMLU Score	~60-64%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	Hardware limited
Daily Limit	Dependent on credits	Unlimited
Capabilities	No specific data	Multilingual
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	31B	12B
Limitations	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier	Depends on your RAM/GPU Laptop fans will spin up Large models (70B+) need heavy hardware
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Local Inference: Data never leaves your device Modelfiles: Script your own system prompts API: Local REST API for app integration