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GLM 4.5V vs Llama 3.2 3B Instruct (Comparative Analysis)

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Comparative Analysis: GLM 4.5V vs. Llama 3.2 3B Instruct
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Overview

Llama 3.2 3B Instruct was released 10 months before GLM 4.5V.
GLM 4.5VGLM 4.5V
Llama 3.2 3B InstructLlama 3.2 3B Instruct
Model Provider
The organization behind this AI's development
Z.AI logoZ.AI
Meta logoMeta
Input Context Window
Maximum input tokens this model can process at once
65.5K
tokens
131.1K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
16.4K
tokens
131.1K
tokens
Release Date
When this model first became publicly available
August 11th, 2025
September 25th, 2024
Knowledge Cutoff
Latest training-data date reported by the provider
December 31, 2024
December 31, 2023

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GLM 4.5V
Llama 3.2 3B Instruct
Input Types
Supported input formats
📝Text🖼️Image
📝Text
Reasoning Controls
Defaults and configurable reasoning effort
Optional
Not reported
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
OtherLlama3
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Available on HuggingFace →

Pricing

GLM 4.5V is roughly 12.0x more expensive compared to Llama 3.2 3B Instruct for input tokens and roughly 5.5x more expensive for output tokens.
GLM 4.5VGLM 4.5V
Llama 3.2 3B InstructLlama 3.2 3B Instruct
Input Token Cost
Cost per million input tokens
$0.60
per million tokens
$0.05
per million tokens
Output Token Cost
Cost per million output tokens
$1.80
per million tokens
$0.33
per million tokens
Cache Read Cost
Cost to reuse cached input tokens
$0.11
per million tokens
Not specified

At a Glance

Quick overview of what makes GLM 4.5V and Llama 3.2 3B Instruct unique.
Z.AI logoGLM 4.5V by Z.AI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 65.5K token context window. Reasonably priced at $0.60/M input and $1.80/M output tokens. Released August 11th, 2025.
Meta logoLlama 3.2 3B Instruct by Meta generates structured data. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.05/M input and $0.33/M output tokens. Released September 25th, 2024.

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