Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek Coder 6.7B

A-TIER

Cloudflare Workers AI

Intelligence Score 83/100

Model Popularity 0 votes

Context Window 16K

Pricing Model Free / Open

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S-TIER

OpenRouter

Intelligence Score 93/100

Context Window 1M

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 93/100 vs 83/100, Google: Gemini 2.0 Flash (free) outperforms DeepSeek Coder 6.7B by 10 points.

HEAD-TO-HEAD

Feature	DeepSeek Coder 6.7B	Google: Gemini 2.0 Flash (free)
Context Window	16K	1M
Architecture	Dense Transformer	Transformer (Proprietary)
Est. MMLU Score	~75-79%	~88-91%
Release Date	2024	Dec 2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	20 requests/minute
Daily Limit	10,000 neurons/day	50 requests/day (up to 1000 with $10 topup)
Capabilities	Code	No specific data
Performance Tier	B-Tier (Strong)	S-Tier (Elite)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	💻 Code Generation	⚡ Fast Chat & Apps
Model Size	6.7B	~1.5T (estimated)
Limitations	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support	Limits depend on account history/topup Community key models Free models have lower priority during peak demand
Key Strengths	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps	Unified API for 100+ models from all providers OpenAI-compatible endpoint (drop-in replacement) Automatic model fallback and routing