Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Llama 3 8B Quant

GPT4All

Intelligence Score 71/100

Model Popularity 0 votes

Context Window Local

Pricing Model Free / Open

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S-TIER

Hugging Face Inference

Intelligence Score 91/100

Context Window Image

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 91/100 vs 71/100, Flux.1 Dev outperforms Llama 3 8B Quant by 20 points.

Clear Winner: Significant performance advantage for Flux.1 Dev.

HEAD-TO-HEAD

Feature	Llama 3 8B Quant	Flux.1 Dev
Context Window	Local	Image
Architecture	Transformer (Open Weight)	Diffusion
Est. MMLU Score	~65-69%	~85-87%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Hardware dependent	300 Requests / hour
Daily Limit	Unlimited	Dependent on global load
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	General Purpose	🎨 Image Generation
Model Size	8B	Undisclosed
Limitations	Slower than GPU inference Limited to supported quantized formats UI is basic	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur
Key Strengths	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)	Serverless Inference Instant Model Loading Text Generation