Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Mixtral 8x22B Instruct

A-TIER

DeepInfra

Intelligence Score 89/100

Model Popularity 0 votes

Context Window 64K

Pricing Model Commercial / Paid

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A-TIER

Cloudflare Workers AI

Intelligence Score 83/100

Context Window 16K

Pricing Model Free / Open

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