Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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GPT-4o

S-TIER

OpenAI

Intelligence Score 92/100
Model Popularity 0 votes
Context Window 128K
Pricing Model Commercial / Paid
Commercial/Paid Model

Any HuggingFace Model

Cerebrium

Intelligence Score 65/100
Context Window Model-dependent
Pricing Model Commercial / Paid
Model Popularity 0 votes
FINAL VERDICT

GPT-4o Wins

With an intelligence score of 92/100 vs 65/100, GPT-4o outperforms Any HuggingFace Model by 27 points.

Clear Winner: Significant performance advantage for GPT-4o.
HEAD-TO-HEAD

Detailed Comparison

Feature
GPT-4o
Any HuggingFace Model
Context Window
128K Model-dependent
Architecture
Transformer (Proprietary) Transformer
Est. MMLU Score
~85-87% ~60-64%
Release Date
May-Nov 2024 2024
Pricing Model
Paid / Commercial Paid / Commercial
Rate Limit (RPM)
10,000 RPM Pay-per-second compute
Daily Limit
Based on tier Credit-based
Capabilities
Vision Function Calling Streaming JSON Mode
No specific data
Performance Tier
A-Tier (Excellent) C-Tier (Good)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
~1.8T (estimated) Undisclosed
Limitations
  • API key required
  • Rate limits apply
  • Pay-per-token pricing
  • $30 is one-time trial credits
  • Requires some DevOps knowledge
  • Cold starts for serverless models
Key Strengths
  • Advanced reasoning
  • Code generation
  • Creative writing
  • Deploy any HuggingFace model
  • Serverless GPU infrastructure
  • Auto-scaling (scale to zero)

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