Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Snoozy

GPT4All

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Local

Pricing Model Free / Open

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A-TIER

DeepInfra

Intelligence Score 89/100

Context Window 64K

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 89/100 vs 65/100, Mixtral 8x22B Instruct outperforms Snoozy by 24 points.

Clear Winner: Significant performance advantage for Mixtral 8x22B Instruct.

HEAD-TO-HEAD

Feature	Snoozy	Mixtral 8x22B Instruct
Context Window	Local	64K
Architecture	Transformer	Mixture of Experts (MoE)
Est. MMLU Score	~60-64%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Hardware dependent	60 RPM (varies by model)
Daily Limit	Unlimited	Credit-based (no daily cap)
Capabilities	No specific data	Reasoning Multilingual
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	22B
Limitations	Slower than GPU inference Limited to supported quantized formats UI is basic	$5 credit is one-time only Credits expire after 90 days Rate limits vary by model
Key Strengths	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)	OpenAI-compatible API (drop-in replacement) 40+ open-source models hosted Fast inference with optimized serving