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Ling-1T vs Qwen3 32B (Comparative Analysis)

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Comparative Analysis: Ling-1T vs. Qwen3 32B
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Overview

Qwen3 32B was released 5 months before Ling-1T.
Ling-1TLing-1T
Qwen3 32BQwen3 32B
Model Provider
The organization behind this AI's development
inclusionAI logoinclusionAI
Qwen logoQwen
Input Context Window
Maximum input tokens this model can process at once
131.1K
tokens
41K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
131.1K
tokens
41K
tokens
Release Date
When this model first became publicly available
October 13th, 2025
April 28th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Ling-1T
Qwen3 32B
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
OtherQwen3
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

Ling-1T is roughly 11.4x more expensive compared to Qwen3 32B for input tokens and roughly 11.4x more expensive for output tokens.
Ling-1TLing-1T
Qwen3 32BQwen3 32B
Input Token Cost
Cost per million input tokens
$0.57
per million tokens
$0.05
per million tokens
Output Token Cost
Cost per million outut tokens
$2.28
per million tokens
$0.20
per million tokens

Benchmarks

Compare relevant benchmarks between Ling-1T and Qwen3 32B.
Ling-1TLing-1T
Qwen3 32BQwen3 32B
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 Ling-1T and Qwen3 32B unique.
inclusionAI logoLing-1T by inclusionAI can use external tools and APIs, generates structured data. It can handle standard conversations with its 131.1K token context window. Reasonably priced at $0.57/M input and $2.28/M output tokens. Released October 13th, 2025.
Qwen logoQwen3 32B by Qwen can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 41K token context window. Very affordable at $0.05/M input and $0.20/M output tokens. Released April 28th, 2025.

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