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

Mistral 7B

Lepton AI

Intelligence Score 76/100
Context Window 8K
Pricing Model Commercial / Paid
Model Popularity 0 votes
FINAL VERDICT

DeepSeek Coder 6.7B Wins

With an intelligence score of 83/100 vs 76/100, DeepSeek Coder 6.7B outperforms Mistral 7B by 7 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
DeepSeek Coder 6.7B
Mistral 7B
Context Window
16K 8K
Architecture
Dense Transformer Transformer (Open Weight)
Est. MMLU Score
~75-79% ~70-74%
Release Date
2024 2024
Pricing Model
Free Tier Paid / Commercial
Rate Limit (RPM)
Varies by model 60 RPM
Daily Limit
10,000 neurons/day Credit-based
Capabilities
Code
Reasoning
Performance Tier
B-Tier (Strong) B-Tier (Strong)
Speed Estimate
âš¡ Very Fast âš¡ Very Fast
Primary Use Case
💻 Code Generation General Purpose
Model Size
6.7B 7B
Limitations
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
  • Credits needed for production volume
  • Smaller model selection than aggregators
  • Focus on deployment over just API
Key Strengths
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps
  • Standard OpenAI-compatible APIs
  • Deploy custom models with one command
  • High throughput optimization

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