Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Gemma 2 (Any Size)

LM Studio

Intelligence Score 65/100
Model Popularity 0 votes
Context Window Varies
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 Gemma 2 (Any Size) by 27 points.

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

Detailed Comparison

Feature
Gemma 2 (Any Size)
GPT-4o (via Coze)
Context Window
Varies 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 limited Varies by model
Daily Limit
Unlimited Token-based daily limits
Capabilities
Reasoning
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
  • Closed source application
  • Large downloads
  • Hardware dependent performance
  • Daily token limits on free tier
  • Platform-specific API format
  • Bot-centric usage model
Key Strengths
  • Model Discovery: Built-in search of HuggingFace
  • GGUF Support: Optimized quantized models
  • GPU Offload: Mix CPU/GPU layers
  • Visual bot/agent builder
  • Multi-model access (GPT-4o, Gemini)
  • Plugin marketplace

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