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

Ollama

Intelligence Score 84/100

Context Window 32K tokens

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 84/100 vs 65/100, Mistral Nemo 12B outperforms WhisperX by 19 points.

Clear Winner: Significant performance advantage for Mistral Nemo 12B.

HEAD-TO-HEAD

Feature	WhisperX	Mistral Nemo 12B
Context Window	Audio	32K tokens
Architecture	Transformer	Transformer (Open Weight)
Est. MMLU Score	~60-64%	~75-79%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	60 RPM	Hardware limited
Daily Limit	Credit-based	Unlimited
Capabilities	No specific data	Multilingual
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	12B
Limitations	Credits needed for production volume Smaller model selection than aggregators Focus on deployment over just API	Depends on your RAM/GPU Laptop fans will spin up Large models (70B+) need heavy hardware
Key Strengths	Standard OpenAI-compatible APIs Deploy custom models with one command High throughput optimization	Local Inference: Data never leaves your device Modelfiles: Script your own system prompts API: Local REST API for app integration