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GLM 5.2 vs Morph V3 Fast (Comparative Analysis)

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Comparative Analysis: GLM 5.2 vs. Morph V3 Fast
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Overview

Morph V3 Fast was released 11 months before GLM 5.2.
GLM 5.2GLM 5.2
Morph V3 FastMorph V3 Fast
Model Provider
The organization behind this AI's development
Z.AI logoZ.AI
Morph logoMorph
Input Context Window
Maximum input tokens this model can process at once
1M
tokens
81.9K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
1M
tokens
38K
tokens
Release Date
When this model first became publicly available
June 16th, 2026
July 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GLM 5.2
Morph V3 Fast
Input Types
Supported input formats
📝Text
📝Text
Reasoning Controls
Defaults and configurable reasoning effort
Enabled by defaultEffort: Extra High, HighDefault: High
Not reported
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
OtherOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

GLM 5.2 is roughly 0.5x less expensive compared to Morph V3 Fast for input tokens and roughly 1.2x more expensive for output tokens.
GLM 5.2GLM 5.2
Morph V3 FastMorph V3 Fast
Input Token Cost
Cost per million input tokens
$0.42
per million tokens
$0.80
per million tokens
Output Token Cost
Cost per million output tokens
$1.40
per million tokens
$1.20
per million tokens
Cache Read Cost
Cost to reuse cached input tokens
$0.07
per million tokens
Not specified

Benchmarks

Compare relevant benchmarks between GLM 5.2 and Morph V3 Fast.
GLM 5.2GLM 5.2
Morph V3 FastMorph V3 Fast
Intelligence Index
Overall model quality across independent evaluations
52.6
(Artificial Analysis index; higher is better)
Benchmark not available.
Coding Index
Programming performance across independent evaluations
68.8
(Artificial Analysis index; higher is better)
Benchmark not available.
Agentic Index
Ability to complete multi-step agentic tasks
45.7
(Artificial Analysis index; higher is better)
Benchmark not available.
Best Design Arena Score
Highest human-preference Elo score across design arenas
1,363 Elo
(#4 in 3D (59.9% win rate))
Benchmark not available.

At a Glance

Quick overview of what makes GLM 5.2 and Morph V3 Fast unique.
Z.AI logoGLM 5.2 by Z.AI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.42/M input and $1.40/M output tokens. Released June 16th, 2026.
Morph logoMorph V3 Fast by Morph is a text-based AI model. It can handle standard conversations with its 81.9K token context window. Reasonably priced at $0.80/M input and $1.20/M output tokens. Released July 7th, 2025.

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