Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek V3.1

S-TIER

SambaNova Cloud

Intelligence Score 94/100

Model Popularity 0 votes

Context Window Long context

Pricing Model Free / Open

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A-TIER

OVH AI Endpoints

Intelligence Score 84/100

Context Window 3.5B Params

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 94/100 vs 84/100, DeepSeek V3.1 outperforms stable-diffusion-xl-base-v10 by 10 points.

HEAD-TO-HEAD

Feature	DeepSeek V3.1	stable-diffusion-xl-base-v10
Context Window	Long context	3.5B Params
Architecture	Dense Transformer	Diffusion
Est. MMLU Score	~88-91%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	2 RPM (Anonymous) / 400 RPM (Auth)
Daily Limit	Dependent on credits	Unspecified
Capabilities	No specific data	Vision
Performance Tier	S-Tier (Elite)	B-Tier (Strong)
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	Beta service, may end or change 2 requests/minute for anonymous usage Requires token for higher limits (400 RPM)
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Data sovereignty (EU) Beta access to premium models Simple integration