Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Nomic Embed

GPT4All

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Local

Pricing Model Free / Open

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A-TIER

OpenRouter

Intelligence Score 83/100

Context Window 128k

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, DeepSeek: R1 Distill Llama 70B (free) outperforms Nomic Embed by 18 points.

Clear Winner: Significant performance advantage for DeepSeek: R1 Distill Llama 70B (free).

HEAD-TO-HEAD

Feature	Nomic Embed	DeepSeek: R1 Distill Llama 70B (free)
Context Window	Local	128k
Architecture	Transformer	Transformer (Open Weight)
Est. MMLU Score	~60-64%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Hardware dependent	20 requests/minute
Daily Limit	Unlimited	50 requests/day (up to 1000 with $10 topup)
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	Medium	🐢 Slower (Reasoning)
Primary Use Case	General Purpose	🧠 Complex Reasoning
Model Size	Undisclosed	70B
Limitations	Slower than GPU inference Limited to supported quantized formats UI is basic	Limits depend on account history/topup Community key models Free models have lower priority during peak demand
Key Strengths	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)	Unified API for 100+ models from all providers OpenAI-compatible endpoint (drop-in replacement) Automatic model fallback and routing