# qwen3-coder-flash > Based on Qwen3, this code generation model inherits the coding agent capabilities of Qwen3-Coder-Plus and supports multi-turn tool interaction. It features focused optimizations on repository-level understanding and enhanced tool-calling stability. This model version is functionally equivalent to the snapshot model qwen3-coder-flash-2025-07-28. ## Inference Service Provider The inference service provider for `qwen3-coder-flash` is Alibaba Cloud Model Studio. ## Model Capabilities

Capability	Support	Capability	Support
Input Modality	Text	Output Modality	Text
Model Experience	Supported	Function Calling	Supported
Structured Outputs	Unsupported	Web Search	Unsupported
Prefix Completion	Unsupported	Context Caching	Supported
Batch Inference	Unsupported	Fine-tuning	Unsupported

Scope: International

Capability	Support	Capability	Support
Input Modality	Text	Output Modality	Text
Model Experience	Supported	Function Calling	Unsupported
Structured Outputs	Unsupported	Web Search	Unsupported
Prefix Completion	Supported	Context Caching	Supported
Batch Inference	Unsupported	Fine-tuning	Unsupported

Scope: Global

Capability	Support	Capability	Support
Input Modality	Text	Output Modality	Text
Model Experience	Supported	Function Calling	Unsupported
Structured Outputs	Unsupported	Web Search	Unsupported
Prefix Completion	Supported	Context Caching	Supported
Batch Inference	Unsupported	Fine-tuning	Unsupported

Scope: Global

Capability	Support	Capability	Support
Input Modality	Text	Output Modality	Text
Model Experience	Supported	Function Calling	Unsupported
Structured Outputs	Unsupported	Web Search	Unsupported
Prefix Completion	Supported	Context Caching	Supported
Batch Inference	Unsupported	Fine-tuning	Unsupported

## Context Limits

Parameter	Value	Parameter	Value
Max Input Length	997952	Max Output Length	65536
Context Window	1000000

## Pricing This page only shows the original pricing for model API calls, excluding any limited-time promotions. Visit [Model Studio Console](https://modelstudio.console.alibabacloud.com/ap-southeast-1/model/market) for promotional offers.

Billing Item	Price (USD)	Unit
Input	0.144	Per 1M tokens
Output	0.574	Per 1M tokens
Input(Implicit Cache)	0.029	Per 1M tokens
Explicit Cache Creation	0.18	Per 1M tokens
Explicit Cache Read	0.014	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.216	Per 1M tokens
Output	0.861	Per 1M tokens
Input(Implicit Cache)	0.044	Per 1M tokens
Explicit Cache Creation	0.27	Per 1M tokens
Explicit Cache Read	0.022	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.359	Per 1M tokens
Output	1.434	Per 1M tokens
Input(Implicit Cache)	0.072	Per 1M tokens
Explicit Cache Creation	0.449	Per 1M tokens
Explicit Cache Read	0.036	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.717	Per 1M tokens
Output	3.584	Per 1M tokens
Input(Implicit Cache)	0.144	Per 1M tokens
Explicit Cache Creation	0.896	Per 1M tokens
Explicit Cache Read	0.072	Per 1M tokens

Scope: International

Billing Item	Price (USD)	Unit
Input	0.3	Per 1M tokens
Output	1.5	Per 1M tokens
Input(Implicit Cache)	0.06	Per 1M tokens
Explicit Cache Creation	0.375	Per 1M tokens
Explicit Cache Read	0.03	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.5	Per 1M tokens
Output	2.5	Per 1M tokens
Input(Implicit Cache)	0.1	Per 1M tokens
Explicit Cache Creation	0.625	Per 1M tokens
Explicit Cache Read	0.05	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.8	Per 1M tokens
Output	4	Per 1M tokens
Input(Implicit Cache)	0.16	Per 1M tokens
Explicit Cache Creation	1	Per 1M tokens
Explicit Cache Read	0.08	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	1.6	Per 1M tokens
Output	9.6	Per 1M tokens
Input(Implicit Cache)	0.32	Per 1M tokens
Explicit Cache Creation	2	Per 1M tokens
Explicit Cache Read	0.16	Per 1M tokens

Scope: Global

Billing Item	Price (USD)	Unit
Input	0.144	Per 1M tokens
Output	0.574	Per 1M tokens
Input(Implicit Cache)	0.029	Per 1M tokens
Explicit Cache Creation	0.18	Per 1M tokens
Explicit Cache Read	0.014	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.216	Per 1M tokens
Output	0.861	Per 1M tokens
Input(Implicit Cache)	0.044	Per 1M tokens
Explicit Cache Creation	0.27	Per 1M tokens
Explicit Cache Read	0.022	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.359	Per 1M tokens
Output	1.434	Per 1M tokens
Input(Implicit Cache)	0.072	Per 1M tokens
Explicit Cache Creation	0.449	Per 1M tokens
Explicit Cache Read	0.036	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.717	Per 1M tokens
Output	3.584	Per 1M tokens
Input(Implicit Cache)	0.144	Per 1M tokens
Explicit Cache Creation	0.896	Per 1M tokens
Explicit Cache Read	0.072	Per 1M tokens

Scope: Global

Billing Item	Price (USD)	Unit
Input	0.144	Per 1M tokens
Output	0.574	Per 1M tokens
Input(Implicit Cache)	0.029	Per 1M tokens
Explicit Cache Creation	0.18	Per 1M tokens
Explicit Cache Read	0.014	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.216	Per 1M tokens
Output	0.861	Per 1M tokens
Input(Implicit Cache)	0.044	Per 1M tokens
Explicit Cache Creation	0.27	Per 1M tokens
Explicit Cache Read	0.022	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.359	Per 1M tokens
Output	1.434	Per 1M tokens
Input(Implicit Cache)	0.072	Per 1M tokens
Explicit Cache Creation	0.449	Per 1M tokens
Explicit Cache Read	0.036	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.717	Per 1M tokens
Output	3.584	Per 1M tokens
Input(Implicit Cache)	0.144	Per 1M tokens
Explicit Cache Creation	0.896	Per 1M tokens
Explicit Cache Read	0.072	Per 1M tokens

## Rate Limits

Parameter	Value
RPM (Requests Per Minute)	5000
TPM (Tokens Per Minute)	5,000,000

Scope: International

Parameter	Value
RPM (Requests Per Minute)	600
TPM (Tokens Per Minute)	5,000,000

Scope: Global

Parameter	Value
RPM (Requests Per Minute)	5000
TPM (Tokens Per Minute)	5,000,000

Scope: Global

Parameter	Value
RPM (Requests Per Minute)	600
TPM (Tokens Per Minute)	5,000,000

## Snapshot Versions ### qwen3-coder-flash-2025-07-28 Based on Qwen3, this code generation model inherits the coding agent capabilities of Qwen3-Coder-Plus and supports multi-turn tool interaction. It features focused optimizations on repository-level understanding and enhanced tool-calling stability. This version is a snapshot dated July 28, 2025. #### Inference Service Provider The inference service provider for `qwen3-coder-flash-2025-07-28` is Alibaba Cloud Model Studio. #### Model Capabilities

Capability	Support	Capability	Support
Input Modality	Text	Output Modality	Text
Model Experience	Supported	Function Calling	Supported
Structured Outputs	Unsupported	Web Search	Unsupported
Prefix Completion	Unsupported	Context Caching	Unsupported
Batch Inference	Unsupported	Fine-tuning	Unsupported

Scope: International

Capability	Support	Capability	Support
Input Modality	Text	Output Modality	Text
Model Experience	Supported	Function Calling	Unsupported
Structured Outputs	Unsupported	Web Search	Unsupported
Prefix Completion	Supported	Context Caching	Unsupported
Batch Inference	Unsupported	Fine-tuning	Unsupported

Scope: Global

Capability	Support	Capability	Support
Input Modality	Text	Output Modality	Text
Model Experience	Supported	Function Calling	Unsupported
Structured Outputs	Unsupported	Web Search	Unsupported
Prefix Completion	Supported	Context Caching	Unsupported
Batch Inference	Unsupported	Fine-tuning	Unsupported

Scope: Global

Capability	Support	Capability	Support
Input Modality	Text	Output Modality	Text
Model Experience	Supported	Function Calling	Unsupported
Structured Outputs	Unsupported	Web Search	Unsupported
Prefix Completion	Supported	Context Caching	Unsupported
Batch Inference	Unsupported	Fine-tuning	Unsupported

#### Context Limits

Parameter	Value	Parameter	Value
Max Input Length	997952	Max Output Length	65536
Context Window	1000000

#### Pricing This page only shows the original pricing for model API calls, excluding any limited-time promotions. Visit [Model Studio Console](https://modelstudio.console.alibabacloud.com/ap-southeast-1/model/market) for promotional offers.

Billing Item	Price (USD)	Unit
Input	0.144	Per 1M tokens
Output	0.574	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.216	Per 1M tokens
Output	0.861	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.359	Per 1M tokens
Output	1.434	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.717	Per 1M tokens
Output	3.584	Per 1M tokens

Scope: International

Billing Item	Price (USD)	Unit
Input	0.3	Per 1M tokens
Output	1.5	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.5	Per 1M tokens
Output	2.5	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.8	Per 1M tokens
Output	4	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	1.6	Per 1M tokens
Output	9.6	Per 1M tokens

Scope: Global

Billing Item	Price (USD)	Unit
Input	0.144	Per 1M tokens
Output	0.574	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.216	Per 1M tokens
Output	0.861	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.359	Per 1M tokens
Output	1.434	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.717	Per 1M tokens
Output	3.584	Per 1M tokens

Scope: Global

Billing Item	Price (USD)	Unit
Input	0.144	Per 1M tokens
Output	0.574	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.216	Per 1M tokens
Output	0.861	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.359	Per 1M tokens
Output	1.434	Per 1M tokens

Billing Item	Price (USD)	Unit
Input	0.717	Per 1M tokens
Output	3.584	Per 1M tokens

#### Rate Limits

Parameter	Value
RPM (Requests Per Minute)	60
TPM (Tokens Per Minute)	1,000,000

Scope: International

Parameter	Value
RPM (Requests Per Minute)	600
TPM (Tokens Per Minute)	5,000,000

Scope: Global

Parameter	Value
RPM (Requests Per Minute)	60
TPM (Tokens Per Minute)	1,000,000

Scope: Global

Parameter	Value
RPM (Requests Per Minute)	600
TPM (Tokens Per Minute)	5,000,000