Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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DeepSeek Coder V2

A-TIER

Ollama

Intelligence Score 85/100
Model Popularity 0 votes
Context Window 64K tokens
Pricing Model Free / Open

DeepSeek Coder 6.7B

A-TIER

Cloudflare Workers AI

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

DeepSeek Coder V2 Wins

With an intelligence score of 85/100 vs 83/100, DeepSeek Coder V2 outperforms DeepSeek Coder 6.7B by 2 points.

Close Match: The difference is minimal. Consider other factors like pricing and features.
HEAD-TO-HEAD

Detailed Comparison

Feature
DeepSeek Coder V2
DeepSeek Coder 6.7B
Context Window
64K tokens 16K
Architecture
Dense Transformer Dense Transformer
Est. MMLU Score
~80-84% ~75-79%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Hardware limited Varies by model
Daily Limit
Unlimited 10,000 neurons/day
Capabilities
No specific data
Code
Performance Tier
A-Tier (Excellent) B-Tier (Strong)
Speed Estimate
Medium âš¡ Very Fast
Primary Use Case
💻 Code Generation 💻 Code Generation
Model Size
Undisclosed 6.7B
Limitations
  • Depends on your RAM/GPU
  • Laptop fans will spin up
  • Large models (70B+) need heavy hardware
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
Key Strengths
  • Local Inference: Data never leaves your device
  • Modelfiles: Script your own system prompts
  • API: Local REST API for app integration
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps

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