Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Solar Mini

Upstage

Intelligence Score 77/100

Model Popularity 0 votes

Context Window 32K tokens

Pricing Model Commercial / Paid

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S-TIER

SambaNova Cloud

Intelligence Score 94/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

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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	Solar Mini	DeepSeek V3.1
Context Window	32K tokens	Long context
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~70-74%	~88-91%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	60 RPM	Varies by model
Daily Limit	Credit-based	Dependent on credits
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	S-Tier (Elite)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	⚡ Fast Chat & Apps	General Purpose
Model Size	Undisclosed	Undisclosed
Limitations	Credits expire after 3 months Focus on document processing Smaller context window (32k)	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier
Key Strengths	Solar Architecture: Depth-Up-Scaling Specialized in OCR and Document Parse Translation capabilities (KO/EN/JA)	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed