Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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DeepSeek Coder 6.7B

A-TIER

Cloudflare Workers AI

Intelligence Score 83/100
Model Popularity 0 votes
Context Window 16K
Pricing Model Free / Open

Any Local Model

Text Generation WebUI

Intelligence Score 65/100
Context Window Varies
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

DeepSeek Coder 6.7B Wins

With an intelligence score of 83/100 vs 65/100, DeepSeek Coder 6.7B outperforms Any Local Model by 18 points.

Clear Winner: Significant performance advantage for DeepSeek Coder 6.7B.
HEAD-TO-HEAD

Detailed Comparison

Feature
DeepSeek Coder 6.7B
Any Local Model
Context Window
16K Varies
Architecture
Dense Transformer Transformer
Est. MMLU Score
~75-79% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Varies by model Hardware dependent
Daily Limit
10,000 neurons/day Unlimited
Capabilities
Code
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
âš¡ Very Fast Medium
Primary Use Case
💻 Code Generation General Purpose
Model Size
6.7B Undisclosed
Limitations
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
  • Complex for beginners
  • Updates can break things
  • Resource heavy
Key Strengths
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps
  • Supports almost every model format
  • Parameter tweaking (temp, top_p, etc.)
  • Character persona management

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