Llama 4 Scout vs o1 (Comparative Analysis)

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Comparative Analysis: Llama 4 Scout vs. o1

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Overview

o1 was released 3 months before Llama 4 Scout.

	Llama 4 Scout	o1
Model Provider The organization behind this AI's development	Meta	OpenAI
Input Context Window Maximum input tokens this model can process at once	327.7K tokens	200K tokens
Output Token Limit Maximum output tokens this model can generate at once	16.4K tokens	100K tokens
Release Date When this model first became publicly available	April 5, 2025 7 months ago April 5th, 2025	December 17, 2024 11 months ago December 17th, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities

	Llama 4 Scout	o1
Input Types Supported input formats	📝Text🖼️Image	📝Text🖼️Image📁File
Output Types Supported output formats	📝Text	📝Text
Tokenizer Text encoding system	Llama4	GPT
Key Features Advanced capabilities	✓Function Calling✓Structured OutputReasoning ModeContent Moderation	✓Function Calling✓Structured OutputReasoning Mode✓Content Moderation
Open Source Model availability	Available on HuggingFace →	Proprietary

Pricing

Llama 4 Scout is significantly less expensive compared to o1 for input tokens and significantly less expensive for output tokens.

	Llama 4 Scout	o1
Input Token Cost Cost per million input tokens	$0.08 per million tokens	$15.00 per million tokens
Output Token Cost Cost per million outut tokens	$0.30 per million tokens	$60.00 per million tokens

Benchmarks

Compare relevant benchmarks between Llama 4 Scout and o1.

	Llama 4 Scout	o1
MMLU Measures knowledge across 57 subjects like law, math, history, and science	Benchmark not available.	Benchmark not available.
MMMU Measures understanding of combined text and images across various domains	Benchmark not available.	Benchmark not available.
HellaSwag Measures common sense reasoning by having models complete sentences about everyday situations	Benchmark not available.	Benchmark not available.

At a Glance

Quick overview of what makes Llama 4 Scout and o1 unique.

Llama 4 Scout by Meta understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 327.7K token context window. Very affordable at $0.08/M input and $0.30/M output tokens. Released April 5th, 2025.

o1 by OpenAI understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 200K token context window. Premium pricing at $15.00/M input and $60.00/M output tokens. Includes built-in content moderation for safer outputs. Released December 17th, 2024.