Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Llama 3.1 (Any Size)

LM Studio

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Varies

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

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FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, DeepSeek V4.1 Flash outperforms Llama 3.1 (Any Size) by 18 points.

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

HEAD-TO-HEAD

Feature	Llama 3.1 (Any Size)	DeepSeek V4.1 Flash
Context Window	Varies	Long context
Architecture	Transformer (Open Weight)	Dense Transformer
Est. MMLU Score	~60-64%	~75-79%
Release Date	Jul 2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Hardware limited	Light usage tier, 1 concurrent model
Daily Limit	Unlimited	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	Closed source application Large downloads Hardware dependent performance	No specific limitations documented
Key Strengths	Model Discovery: Built-in search of HuggingFace GGUF Support: Optimized quantized models GPU Offload: Mix CPU/GPU layers