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

Google AI Studio

Intelligence Score 90/100

Context Window 2M Context, 2 RPM

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 90/100 vs 83/100, Gemini 1.5 Pro outperforms DeepSeek Coder 6.7B by 7 points.

HEAD-TO-HEAD

Feature	DeepSeek Coder 6.7B	Gemini 1.5 Pro
Context Window	16K	2M Context, 2 RPM
Architecture	Dense Transformer	Transformer (Proprietary)
Est. MMLU Score	~75-79%	~85-87%
Release Date	2024	Feb-May 2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	2-15 RPM
Daily Limit	10,000 neurons/day	1,500 RPD (Flash) / 50 RPD (Pro)
Capabilities	Code	Reasoning
Performance Tier	B-Tier (Strong)	A-Tier (Excellent)
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	Data used for training (Unpaid tier) Rate limits are enforced per minute/day No SLA for free tier
Key Strengths	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps	Multimodal Capabilities Huge Context Window (up to 2M tokens) Fast Inference Speed