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

Llama 3.1 8B Instruct

A-TIER

Cloudflare Workers AI

Intelligence Score 80/100
Context Window 128K
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

GPT-4o Wins

With an intelligence score of 92/100 vs 80/100, GPT-4o outperforms Llama 3.1 8B Instruct by 12 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
GPT-4o
Llama 3.1 8B Instruct
Context Window
128K 128K
Architecture
Transformer (Proprietary) Transformer (Open Weight)
Est. MMLU Score
~85-87% ~75-79%
Release Date
May-Nov 2024 Jul 2024
Pricing Model
Paid / Commercial Free Tier
Rate Limit (RPM)
10,000 RPM Varies by model
Daily Limit
Based on tier 10,000 neurons/day
Capabilities
Vision Function Calling Streaming JSON Mode
Reasoning
Performance Tier
A-Tier (Excellent) B-Tier (Strong)
Speed Estimate
Medium âš¡ Very Fast
Primary Use Case
General Purpose General Purpose
Model Size
~1.8T (estimated) 8B
Limitations
  • API key required
  • Rate limits apply
  • Pay-per-token pricing
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
Key Strengths
  • Advanced reasoning
  • Code generation
  • Creative writing
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps

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