Battle of the Models

Compare specific LLM models, context windows, and capabilities.

LongCat 2.5 Preview

Nous Portal

Intelligence Score 65/100

Model Popularity 0 votes

Context Window 1M Context

Pricing Model Free / Open

View Provider Analysis →

A-TIER

Mistral AI

Intelligence Score 85/100

Context Window 128K

Pricing Model Commercial / Paid

Model Popularity 0 votes

Commercial/Paid Model

FINAL VERDICT

With an intelligence score of 85/100 vs 65/100, Ministral 3 8B outperforms LongCat 2.5 Preview by 20 points.

Clear Winner: Significant performance advantage for Ministral 3 8B.

HEAD-TO-HEAD

Feature	LongCat 2.5 Preview	Ministral 3 8B
Context Window	1M Context	128K
Architecture	Transformer	Transformer
Est. MMLU Score	~60-64%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Standard rate limits (figures not published)	5,000 RPM
Daily Limit	Free models only (no monthly credit)	Based on tier
Capabilities	No specific data	Vision Streaming JSON Mode
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	Undisclosed	8B
Limitations	No specific limitations documented	API key required Limited availability
Key Strengths		Efficient 8B model Text and vision