Battle of the Models

Compare specific LLM models, context windows, and capabilities.

GPT-4o

S-TIER

OpenAI

Intelligence Score 92/100

Model Popularity 0 votes

Context Window 128K

Pricing Model Commercial / Paid

Commercial/Paid Model

SambaNova Cloud

Intelligence Score 65/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

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