Battle of the Models

Compare specific LLM models, context windows, and capabilities.

SDXL

A-TIER

Lepton AI

Intelligence Score 84/100

Model Popularity 0 votes

Context Window Image

Pricing Model Commercial / Paid

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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 84/100, Mixtral 8x22B Instruct outperforms SDXL by 5 points.

Close Match: The difference is minimal. Consider other factors like pricing and features.

HEAD-TO-HEAD

Feature	SDXL	Mixtral 8x22B Instruct
Context Window	Image	64K
Architecture	Transformer	Mixture of Experts (MoE)
Est. MMLU Score	~75-79%	~80-84%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Paid / Commercial
Rate Limit (RPM)	60 RPM	60 RPM (varies by model)
Daily Limit	Credit-based	Credit-based (no daily cap)
Capabilities	No specific data	Reasoning Multilingual
Performance Tier	B-Tier (Strong)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	22B
Limitations	Credits needed for production volume Smaller model selection than aggregators Focus on deployment over just API	$5 credit is one-time only Credits expire after 90 days Rate limits vary by model
Key Strengths	Standard OpenAI-compatible APIs Deploy custom models with one command High throughput optimization	OpenAI-compatible API (drop-in replacement) 40+ open-source models hosted Fast inference with optimized serving