Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek V3.2 (preview)

S-TIER

SambaNova Cloud

Intelligence Score 94/100

Model Popularity 0 votes

Context Window Long context

Pricing Model Free / Open

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DEPRECATED

GitHub Models

This model is no longer active/free — kept for reference.

Intelligence Score 87/100

Context Window 128K

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 94/100 vs 87/100, DeepSeek V3.2 (preview) outperforms Llama 4 Scout by 7 points.

HEAD-TO-HEAD

Feature	DeepSeek V3.2 (preview)	Llama 4 Scout
Context Window	Long context	128K
Architecture	Dense Transformer	Transformer (Open Weight)
Est. MMLU Score	~88-91%	~80-84%
Release Date	2024	2026 (Latest)
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	10 RPM (high-tier) / higher for mini-tier
Daily Limit	Dependent on credits	50 RPD (high-tier models) / 150 RPD (mini-tier models)
Capabilities	No specific data	No specific data
Performance Tier	S-Tier (Elite)	A-Tier (Excellent)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	Undisclosed
Limitations	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier	Restrictive limits Requires GitHub account Rate limits vary by Copilot tier
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Prototyping