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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01.AI

Intelligence Score 79/100

Context Window 4K

Pricing Model Commercial / Paid

Model Popularity 0 votes

Commercial/Paid Model

FINAL VERDICT

With an intelligence score of 94/100 vs 79/100, DeepSeek V3.2 (preview) outperforms Yi Vision by 15 points.

Clear Winner: Significant performance advantage for DeepSeek V3.2 (preview).

HEAD-TO-HEAD

Feature	DeepSeek V3.2 (preview)	Yi Vision
Context Window	Long context	4K
Architecture	Dense Transformer	Transformer
Est. MMLU Score	~88-91%	~70-74%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Varies by model	10,000 RPM
Daily Limit	Dependent on credits	Based on tier
Capabilities	No specific data	Function Calling Streaming JSON Mode
Performance Tier	S-Tier (Elite)	B-Tier (Strong)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	👁️ Vision & Multimodal
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	API key required Rate limits apply Pay-per-token pricing
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Advanced reasoning Code generation Creative writing