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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A-TIER

DeepInfra

Intelligence Score 89/100

Context Window 64K

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 89/100 vs 83/100, Mixtral 8x22B Instruct outperforms DeepSeek Coder 6.7B by 6 points.

HEAD-TO-HEAD

Feature	DeepSeek Coder 6.7B	Mixtral 8x22B Instruct
Context Window	16K	64K
Architecture	Dense Transformer	Mixture of Experts (MoE)
Est. MMLU Score	~75-79%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Varies by model	60 RPM (varies by model)
Daily Limit	10,000 neurons/day	Credit-based (no daily cap)
Capabilities	Code	Reasoning Multilingual
Performance Tier	B-Tier (Strong)	A-Tier (Excellent)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	💻 Code Generation	General Purpose
Model Size	6.7B	22B
Limitations	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support	$5 credit is one-time only Credits expire after 90 days Rate limits vary by model
Key Strengths	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps	OpenAI-compatible API (drop-in replacement) 40+ open-source models hosted Fast inference with optimized serving