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DeepSeek V3.2 Exp vs GLM 4.6 (Comparative Analysis)

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Comparative Analysis: DeepSeek V3.2 Exp vs. GLM 4.6
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Overview

DeepSeek V3.2 Exp was released 1 day before GLM 4.6.
DeepSeek V3.2 ExpDeepSeek V3.2 Exp
GLM 4.6GLM 4.6
Model Provider
The organization behind this AI's development
DeepSeek logoDeepSeek
Z.AI logoZ.AI
Input Context Window
Maximum input tokens this model can process at once
163.8K
tokens
202.8K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
202.8K
tokens
Release Date
When this model first became publicly available
September 29th, 2025
September 30th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
DeepSeek V3.2 Exp
GLM 4.6
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
DeepSeekOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

DeepSeek V3.2 Exp is roughly 0.7x less expensive compared to GLM 4.6 for input tokens and roughly 0.2x less expensive for output tokens.
DeepSeek V3.2 ExpDeepSeek V3.2 Exp
GLM 4.6GLM 4.6
Input Token Cost
Cost per million input tokens
$0.27
per million tokens
$0.40
per million tokens
Output Token Cost
Cost per million outut tokens
$0.40
per million tokens
$1.75
per million tokens

Benchmarks

Compare relevant benchmarks between DeepSeek V3.2 Exp and GLM 4.6.
DeepSeek V3.2 ExpDeepSeek V3.2 Exp
GLM 4.6GLM 4.6
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 DeepSeek V3.2 Exp and GLM 4.6 unique.
DeepSeek logoDeepSeek V3.2 Exp by DeepSeek can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 163.8K token context window. Very affordable at $0.27/M input and $0.40/M output tokens. Released September 29th, 2025.
Z.AI logoGLM 4.6 by Z.AI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 202.8K token context window. Very affordable at $0.40/M input and $1.75/M output tokens. Released September 30th, 2025.

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