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

Nebius (Token Factory)

Intelligence Score 83/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 83/100 vs 77/100, DeepSeek V4 Flash (0731) outperforms Upstage Solar Mini 4 by 6 points.

HEAD-TO-HEAD

Feature	Upstage Solar Mini 4	DeepSeek V4 Flash (0731)
Context Window	524K Context	Long context
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~70-74%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Standard rate limits (figures not published)	Dynamic limits (adaptive per 15-minute window, not a fixed RPM)
Daily Limit	Free models only (no monthly credit)	Credit-based
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	B-Tier (Strong)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	⚡ Fast Chat & Apps	⚡ Fast Chat & Apps
Model Size	Undisclosed	Undisclosed
Limitations	No specific limitations documented	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change
Key Strengths		Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing