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GPT-3.5 Turbo Instruct vs Llama Guard 4 12B (Comparative Analysis)

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Comparative Analysis: GPT-3.5 Turbo Instruct vs. Llama Guard 4 12B
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Overview

GPT-3.5 Turbo Instruct was released 1 year before Llama Guard 4 12B.
GPT-3.5 Turbo InstructGPT-3.5 Turbo Instruct
Llama Guard 4 12BLlama Guard 4 12B
Model Provider
The organization behind this AI's development
OpenAI logoOpenAI
Meta logoMeta
Input Context Window
Maximum input tokens this model can process at once
4.1K
tokens
1M
tokens
Output Token Limit
Maximum output tokens this model can generate at once
4.1K
tokens
16.4K
tokens
Release Date
When this model first became publicly available
September 28th, 2023
April 30th, 2025
Knowledge Cutoff
Latest training-data date reported by the provider
September 30, 2021
August 31, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GPT-3.5 Turbo Instruct
Llama Guard 4 12B
Input Types
Supported input formats
📝Text
🖼️Image📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GPTOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
ProprietaryAvailable on HuggingFace →

Pricing

GPT-3.5 Turbo Instruct is roughly 8.3x more expensive compared to Llama Guard 4 12B for input tokens and roughly 11.1x more expensive for output tokens.
GPT-3.5 Turbo InstructGPT-3.5 Turbo Instruct
Llama Guard 4 12BLlama Guard 4 12B
Input Token Cost
Cost per million input tokens
$1.50
per million tokens
$0.18
per million tokens
Output Token Cost
Cost per million output tokens
$2.00
per million tokens
$0.18
per million tokens

At a Glance

Quick overview of what makes GPT-3.5 Turbo Instruct and Llama Guard 4 12B unique.
OpenAI logoGPT-3.5 Turbo Instruct by OpenAI generates structured data. It can handle standard conversations with its 4.1K token context window. Reasonably priced at $1.50/M input and $2.00/M output tokens. Includes built-in content moderation for safer outputs. Released September 28th, 2023.
Meta logoLlama Guard 4 12B by Meta understands both text and images, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.18/M input and $0.18/M output tokens. Released April 30th, 2025.

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