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

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A-TIER

NVIDIA NIM

Intelligence Score 85/100

Context Window 1M Context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 85/100 vs 65/100, Nemotron 3.5 Lightning 30B A3B outperforms Gemma 4 31B (preview) by 20 points.

Clear Winner: Significant performance advantage for Nemotron 3.5 Lightning 30B A3B.

HEAD-TO-HEAD

Feature	Gemma 4 31B (preview)	Nemotron 3.5 Lightning 30B A3B
Context Window	Long context	1M Context
Architecture	Transformer	Transformer
Est. MMLU Score	~60-64%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	40 requests/minute
Daily Limit	Dependent on credits	-
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	31B	30B
Limitations	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier	Phone number verification required Free credits are limited Rate limits on free tier
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	High performance models