Ling-1T vs Qwen3 Coder 30B A3B Instruct (Comparative Analysis)

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Comparative Analysis: Ling-1T vs. Qwen3 Coder 30B A3B Instruct

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Overview

Qwen3 Coder 30B A3B Instruct was released 2 months before Ling-1T.

	Ling-1T	Qwen3 Coder 30B A3B Instruct
Model Provider The organization behind this AI's development	inclusionAI	Qwen
Input Context Window Maximum input tokens this model can process at once	131.1K tokens	262.1K tokens
Output Token Limit Maximum output tokens this model can generate at once	131.1K tokens	262.1K tokens
Release Date When this model first became publicly available	October 13, 2025 1 month ago October 13th, 2025	July 31, 2025 3 months ago July 31st, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities

	Ling-1T	Qwen3 Coder 30B A3B Instruct
Input Types Supported input formats	📝Text	📝Text
Output Types Supported output formats	📝Text	📝Text
Tokenizer Text encoding system	Other	Qwen3
Key Features Advanced capabilities	✓Function Calling✓Structured OutputReasoning ModeContent Moderation	✓Function Calling✓Structured OutputReasoning ModeContent Moderation
Open Source Model availability	Available on HuggingFace →	Available on HuggingFace →

Pricing

Ling-1T is roughly 9.5x more expensive compared to Qwen3 Coder 30B A3B Instruct for input tokens and roughly 9.1x more expensive for output tokens.

	Ling-1T	Qwen3 Coder 30B A3B Instruct
Input Token Cost Cost per million input tokens	$0.57 per million tokens	$0.06 per million tokens
Output Token Cost Cost per million outut tokens	$2.28 per million tokens	$0.25 per million tokens

Benchmarks

Compare relevant benchmarks between Ling-1T and Qwen3 Coder 30B A3B Instruct.

	Ling-1T	Qwen3 Coder 30B A3B Instruct
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 Coder 30B A3B Instruct unique.

Ling-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.

Qwen3 Coder 30B A3B Instruct by Qwen can use external tools and APIs, generates structured data. It can handle standard conversations with its 262.1K token context window. Very affordable at $0.06/M input and $0.25/M output tokens. Released July 31st, 2025.