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

Gemma 2 (Local)

Jan.ai

Intelligence Score 65/100
Context Window System RAM dependent
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 Gemma 2 (Local) by 18 points.

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

Detailed Comparison

Feature
DeepSeek Coder 6.7B
Gemma 2 (Local)
Context Window
16K System RAM dependent
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
  • Requires decent hardware (RAM/GPU)
  • Battery drain on laptops
  • Local model quality vs GPT-4
Key Strengths
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps
  • One-click Model Downloader
  • Built-in Local API Server
  • GPU Acceleration (NVIDIA/Metal/Vulkan)

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