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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S-TIER

DeepInfra

Intelligence Score 94/100

Context Window 64K

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

Equal intelligence scores (94/100), but DeepSeek V3 offers a significantly larger context window.

Close Match: The difference is minimal. Consider other factors like pricing and features.

HEAD-TO-HEAD

Feature	DeepSeek V3.2 (preview)	DeepSeek V3
Context Window	Long context	64K
Architecture	Dense Transformer	Dense Transformer
Est. MMLU Score	~88-91%	~88-91%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Varies by model	60 RPM (varies by model)
Daily Limit	Dependent on credits	Credit-based (no daily cap)
Capabilities	No specific data	Reasoning
Performance Tier	S-Tier (Elite)	S-Tier (Elite)
Speed Estimate	Medium	Medium
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	$5 credit is one-time only Credits expire after 90 days Rate limits vary by model
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	OpenAI-compatible API (drop-in replacement) 40+ open-source models hosted Fast inference with optimized serving