Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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No matches found

Nomic Embed

GPT4All

Intelligence Score 65/100
Model Popularity 0 votes
Context Window Local
Pricing Model Free / Open

GPT-4o (via Coze)

S-TIER

Coze

Intelligence Score 92/100
Context Window 128K
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

GPT-4o (via Coze) Wins

With an intelligence score of 92/100 vs 65/100, GPT-4o (via Coze) outperforms Nomic Embed by 27 points.

Clear Winner: Significant performance advantage for GPT-4o (via Coze).
HEAD-TO-HEAD

Detailed Comparison

Feature
Nomic Embed
GPT-4o (via Coze)
Context Window
Local 128K
Architecture
Transformer Transformer (Proprietary)
Est. MMLU Score
~60-64% ~85-87%
Release Date
2024 May-Nov 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Hardware dependent Varies by model
Daily Limit
Unlimited Token-based daily limits
Capabilities
No specific data
Vision
Performance Tier
C-Tier (Good) A-Tier (Excellent)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
Undisclosed ~1.8T (estimated)
Limitations
  • Slower than GPU inference
  • Limited to supported quantized formats
  • UI is basic
  • Daily token limits on free tier
  • Platform-specific API format
  • Bot-centric usage model
Key Strengths
  • LocalDocs: Chat with your files privately
  • Nomic Embed Text: High quality embeddings
  • CPU Optimized (AVX2)
  • Visual bot/agent builder
  • Multi-model access (GPT-4o, Gemini)
  • Plugin marketplace

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