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Gemini 3.1 Flash Lite vs GLM 5.2 (Comparative Analysis)

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Comparative Analysis: Gemini 3.1 Flash Lite vs. GLM 5.2
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Overview

Gemini 3.1 Flash Lite was released 1 month before GLM 5.2.
Gemini 3.1 Flash LiteGemini 3.1 Flash Lite
GLM 5.2GLM 5.2
Model Provider
The organization behind this AI's development
Google logoGoogle
Z.AI logoZ.AI
Input Context Window
Maximum input tokens this model can process at once
1M
tokens
1M
tokens
Output Token Limit
Maximum output tokens this model can generate at once
65.5K
tokens
128K
tokens
Release Date
When this model first became publicly available
May 7th, 2026
June 16th, 2026

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Gemini 3.1 Flash Lite
GLM 5.2
Input Types
Supported input formats
📝Text🖼️Image🎬Video📁File🎵Audio
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GeminiOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
ProprietaryAvailable on HuggingFace →

Pricing

Gemini 3.1 Flash Lite is roughly 0.6x less expensive compared to GLM 5.2 for input tokens and roughly 1.1x more expensive for output tokens.
Gemini 3.1 Flash LiteGemini 3.1 Flash Lite
GLM 5.2GLM 5.2
Input Token Cost
Cost per million input tokens
$0.25
per million tokens
$0.42
per million tokens
Output Token Cost
Cost per million outut tokens
$1.50
per million tokens
$1.32
per million tokens

Benchmarks

Compare relevant benchmarks between Gemini 3.1 Flash Lite and GLM 5.2.
Gemini 3.1 Flash LiteGemini 3.1 Flash Lite
GLM 5.2GLM 5.2
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 Gemini 3.1 Flash Lite and GLM 5.2 unique.
Google logoGemini 3.1 Flash Lite by Google understands both text and images, handles audio, analyzes video, 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 $0.25/M input and $1.50/M output tokens. Released May 7th, 2026.
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 $1.32/M output tokens. Released June 16th, 2026.

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