Battle of the Models

Compare specific LLM models, context windows, and capabilities.

NVIDIA Nemotron 3 Ultra

A-TIER

OpenRouter

Intelligence Score 85/100

Model Popularity 0 votes

Context Window 1M Context

Pricing Model Free / Open

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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 85/100 vs 65/100, NVIDIA Nemotron 3 Ultra outperforms Gemma 4 31B (preview) by 20 points.

Clear Winner: Significant performance advantage for NVIDIA Nemotron 3 Ultra.

HEAD-TO-HEAD

Feature	NVIDIA Nemotron 3 Ultra	Gemma 4 31B (preview)
Context Window	1M Context	Long context
Architecture	Transformer	Transformer
Est. MMLU Score	~80-84%	~60-64%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	20 requests/minute	Varies by model
Daily Limit	50 requests/day (up to 1000 with $10 topup)	Dependent on credits
Capabilities	No specific data	No specific data
Performance Tier	A-Tier (Excellent)	C-Tier (Good)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	31B
Limitations	Limits depend on account history/topup Community key models Free models have lower priority during peak demand	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier
Key Strengths	Unified API for 100+ models from all providers OpenAI-compatible endpoint (drop-in replacement) Automatic model fallback and routing	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed