Battle of the Models

Compare specific LLM models, context windows, and capabilities.

WhisperX

Lepton AI

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Audio

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 65/100, Mixtral 8x22B Instruct outperforms WhisperX by 24 points.

Clear Winner: Significant performance advantage for Mixtral 8x22B Instruct.

HEAD-TO-HEAD

Feature	WhisperX	Mixtral 8x22B Instruct
Context Window	Audio	64K
Architecture	Transformer	Mixture of Experts (MoE)
Est. MMLU Score	~60-64%	~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	C-Tier (Good)	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