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

Friendli AI

Intelligence Score 94/100

Context Window 164K Context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

Equal intelligence scores (94/100), but DeepSeek V3.2 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 V3.2
Context Window	Long context	164K Context
Architecture	Dense Transformer	Dense Transformer
Est. MMLU Score	~88-91%	~88-91%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	60 RPM
Daily Limit	Dependent on credits	Credit-based
Capabilities	No specific data	No specific data
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	$10 credit is one-time trial Billing required after credits Limited model selection
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Optimized inference engine (FriendliEngine) OpenAI-compatible API endpoints Enterprise-grade uptime