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

View Provider Analysis →

Upstage

Intelligence Score 77/100

Context Window 32K tokens

Pricing Model Commercial / Paid

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 94/100 vs 77/100, DeepSeek V3.1 outperforms Solar Mini by 17 points.

Clear Winner: Significant performance advantage for DeepSeek V3.1.

HEAD-TO-HEAD

Feature	DeepSeek V3.1	Solar Mini
Context Window	Long context	32K tokens
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	60 RPM
Daily Limit	Dependent on credits	Credit-based
Capabilities	No specific data	No specific data
Performance Tier	S-Tier (Elite)	B-Tier (Strong)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
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	Credits expire after 3 months Focus on document processing Smaller context window (32k)
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Solar Architecture: Depth-Up-Scaling Specialized in OCR and Document Parse Translation capabilities (KO/EN/JA)