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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S-TIER

Requesty

Intelligence Score 93/100

Context Window 200K

Pricing Model Commercial / Paid

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 93/100 vs 65/100, Claude 3.5 Sonnet (via routing) outperforms Snoozy by 28 points.

Clear Winner: Significant performance advantage for Claude 3.5 Sonnet (via routing).

HEAD-TO-HEAD

Feature	Snoozy	Claude 3.5 Sonnet (via routing)
Context Window	Local	200K
Architecture	Transformer	Transformer (Proprietary)
Est. MMLU Score	~60-64%	~88-91%
Release Date	2024	Jun-Oct 2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Hardware dependent	60 RPM
Daily Limit	Unlimited	Credit-based
Capabilities	No specific data	Reasoning
Performance Tier	C-Tier (Good)	S-Tier (Elite)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	Unknown
Limitations	Slower than GPU inference Limited to supported quantized formats UI is basic	Requires underlying provider API keys Free credit amount is limited Routing adds minimal latency
Key Strengths	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)	AI Router: automatic provider failover Prompt caching for cost savings Multi-provider load balancing