Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Qwen 2.5

LLM7.io

Intelligence Score 65/100

Model Popularity 0 votes

Context Window 32K

Pricing Model Free / Open

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A-TIER

Ollama Cloud

Intelligence Score 83/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, DeepSeek V4.1 Flash outperforms Qwen 2.5 by 18 points.

Clear Winner: Significant performance advantage for DeepSeek V4.1 Flash.

HEAD-TO-HEAD

Feature	Qwen 2.5	DeepSeek V4.1 Flash
Context Window	32K	Long context
Architecture	Transformer (Open Weight)	Dense Transformer
Est. MMLU Score	~60-64%	~75-79%
Release Date	Sep-Nov 2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	30 RPM (no signup) / 120 RPM (free email token)	Light usage tier, 1 concurrent model
Daily Limit	Up to 5M tokens/day (rolling 24h, with free token)	Session limit resets every few hours
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	Undisclosed	Undisclosed
Limitations	No signup tier is heavily rate-limited (30 RPM) Smaller, less well-known provider — verify uptime before production use	No specific limitations documented
Key Strengths	Works with zero signup OpenAI-compatible endpoint — swap base_url + key No signup required for basic use