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 →

S-TIER

OpenAI

Intelligence Score 92/100

Context Window 128K

Pricing Model Commercial / Paid

Model Popularity 0 votes

Commercial/Paid Model

FINAL VERDICT

With an intelligence score of 92/100 vs 65/100, GPT-4o outperforms Gemma 4 31B (preview) by 27 points.

Clear Winner: Significant performance advantage for GPT-4o.

HEAD-TO-HEAD

Feature	Gemma 4 31B (preview)	GPT-4o
Context Window	Long context	128K
Architecture	Transformer	Transformer (Proprietary)
Est. MMLU Score	~60-64%	~85-87%
Release Date	2024	May-Nov 2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Varies by model	10,000 RPM
Daily Limit	Dependent on credits	Based on tier
Capabilities	No specific data	Vision Function Calling Streaming JSON Mode
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	31B	~1.8T (estimated)
Limitations	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier	API key required Rate limits apply Pay-per-token pricing
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Advanced reasoning Code generation Creative writing