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GLM 4 32B vs WizardLM-2 8x22B (Comparative Analysis)

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Comparative Analysis: GLM 4 32B vs. WizardLM-2 8x22B
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Overview

WizardLM-2 8x22B was released 1 year before GLM 4 32B.
GLM 4 32BGLM 4 32B
WizardLM-2 8x22BWizardLM-2 8x22B
Model Provider
The organization behind this AI's development
Z.AI logoZ.AI
Microsoft logoMicrosoft
Input Context Window
Maximum input tokens this model can process at once
128K
tokens
65.5K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
8K
tokens
Release Date
When this model first became publicly available
July 24th, 2025
April 16th, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GLM 4 32B
WizardLM-2 8x22B
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
OtherMistral
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
ProprietaryAvailable on HuggingFace →

Pricing

GLM 4 32B is roughly 0.2x less expensive compared to WizardLM-2 8x22B for input tokens and roughly 0.2x less expensive for output tokens.
GLM 4 32BGLM 4 32B
WizardLM-2 8x22BWizardLM-2 8x22B
Input Token Cost
Cost per million input tokens
$0.10
per million tokens
$0.62
per million tokens
Output Token Cost
Cost per million outut tokens
$0.10
per million tokens
$0.62
per million tokens

Benchmarks

Compare relevant benchmarks between GLM 4 32B and WizardLM-2 8x22B.
GLM 4 32BGLM 4 32B
WizardLM-2 8x22BWizardLM-2 8x22B
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 GLM 4 32B and WizardLM-2 8x22B unique.
Z.AI logoGLM 4 32B by Z.AI can use external tools and APIs. It can handle standard conversations with its 128K token context window. Very affordable at $0.10/M input and $0.10/M output tokens. Released July 24th, 2025.
Microsoft logoWizardLM-2 8x22B by Microsoft is a text-based AI model. It can handle standard conversations with its 65.5K token context window. Reasonably priced at $0.62/M input and $0.62/M output tokens. Released April 16th, 2024.

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