Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Upstage Solar Mini 4

Nous Portal

Intelligence Score 77/100

Model Popularity 0 votes

Context Window 524K Context

Pricing Model Free / Open

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A-TIER

Ollama

Intelligence Score 85/100

Context Window 64K tokens

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 85/100 vs 77/100, DeepSeek Coder V2 outperforms Upstage Solar Mini 4 by 8 points.

HEAD-TO-HEAD

Feature	Upstage Solar Mini 4	DeepSeek Coder V2
Context Window	524K Context	64K tokens
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~70-74%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Standard rate limits (figures not published)	Hardware limited
Daily Limit	Free models only (no monthly credit)	Unlimited
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	A-Tier (Excellent)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	⚡ Fast Chat & Apps	💻 Code Generation
Model Size	Undisclosed	Undisclosed
Limitations	No specific limitations documented	Depends on your RAM/GPU Laptop fans will spin up Large models (70B+) need heavy hardware
Key Strengths		Local Inference: Data never leaves your device Modelfiles: Script your own system prompts API: Local REST API for app integration