Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Claude 3.5 Sonnet (via routing)

S-TIER

Requesty

Intelligence Score 93/100

Model Popularity 0 votes

Context Window 200K

Pricing Model Commercial / Paid

View Provider Analysis →

GPT4All

Intelligence Score 65/100

Context Window Local

Pricing Model Free / Open

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 Nomic Embed by 28 points.

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

HEAD-TO-HEAD

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