Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek V3

S-TIER

DeepInfra

Intelligence Score 94/100

Model Popularity 0 votes

Context Window 64K

Pricing Model Commercial / Paid

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GPT4All

Intelligence Score 65/100

Context Window Local

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 94/100 vs 65/100, DeepSeek V3 outperforms Nomic Embed by 29 points.

Clear Winner: Significant performance advantage for DeepSeek V3.

HEAD-TO-HEAD

Feature	DeepSeek V3	Nomic Embed
Context Window	64K	Local
Architecture	Dense Transformer	Transformer
Est. MMLU Score	~88-91%	~60-64%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	60 RPM (varies by model)	Hardware dependent
Daily Limit	Credit-based (no daily cap)	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	Undisclosed	Undisclosed
Limitations	$5 credit is one-time only Credits expire after 90 days Rate limits vary by model	Slower than GPU inference Limited to supported quantized formats UI is basic
Key Strengths	OpenAI-compatible API (drop-in replacement) 40+ open-source models hosted Fast inference with optimized serving	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)