A highly efficient, lightweight MoE model with 284 billion parameters in total and 13 billion activated parameters, natively supporting context windows of up to one million tokens. It offers fast inference speed, low latency, and cost-effective invocation, delivering well-balanced overall performance. Designed for high-concurrency, lightweight workloads, it is ideally suited for common, essential use cases such as everyday dialogue, content creation, basic RAG applications, and batch text processing. This model corresponds to DeepSeek's preview release (deepseek-v4-flash-preview). For the official stable version, use deepseek-v4-flash-0731.
Inference Service Provider
The inference service provider for deepseek-v4-flash is Alibaba Cloud Model Studio.
Model Capabilities
China (Beijing)
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Prefix Completion |
|
Context Caching |
|
|
Batch Inference |
|
Fine-tuning |
|
Singapore
Scope: International
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Prefix Completion |
|
Context Caching |
|
|
Batch Inference |
|
Fine-tuning |
|
Germany (Frankfurt)
Scope: Global
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Prefix Completion |
|
Context Caching |
|
|
Batch Inference |
|
Fine-tuning |
|
US (Virginia)
Scope: Global
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Prefix Completion |
|
Context Caching |
|
|
Batch Inference |
|
Fine-tuning |
|
Japan (Tokyo)
Scope: Global
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Prefix Completion |
|
Context Caching |
|
|
Batch Inference |
|
Fine-tuning |
|
Context Limits
| Parameter | Value | Parameter | Value |
|---|---|---|---|
|
Max Input Length |
1000000 |
Max Output Length |
393216 |
|
Context Window |
1000000 |
Pricing
This page only shows the original pricing for model API calls, excluding any limited-time promotions. Visit Model Studio Console for promotional offers.
China (Beijing)
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1 |
Per 1M tokens |
|
Output |
2 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.2 |
Per 1M tokens |
Singapore
Scope: International
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1.499 |
Per 1M tokens |
|
Output |
2.998 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.3 |
Per 1M tokens |
Germany (Frankfurt)
Scope: Global
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1 |
Per 1M tokens |
|
Output |
2 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.2 |
Per 1M tokens |
US (Virginia)
Scope: Global
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1 |
Per 1M tokens |
|
Output |
2 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.2 |
Per 1M tokens |
Japan (Tokyo)
Scope: Global
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1 |
Per 1M tokens |
|
Output |
2 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.2 |
Per 1M tokens |
Rate Limits
China (Beijing)
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
15000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
Singapore
Scope: International
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
10000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
Germany (Frankfurt)
Scope: Global
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
15000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
US (Virginia)
Scope: Global
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
10000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
Japan (Tokyo)
Scope: Global
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
10000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
Snapshot Versions
deepseek-v4-flash-0731
A highly efficient, lightweight MoE model with 284 billion parameters in total and 13 billion activated parameters, natively supporting context windows of up to one million tokens. It offers fast inference speed, low latency, and cost-effective invocation, delivering well-balanced overall performance. Designed for high-concurrency, lightweight workloads, it is ideally suited for common, essential use cases such as everyday dialogue, content creation, basic RAG applications, and batch text processing. This version corresponds to the official stable release of DeepSeek-V4-Flash (July 31, 2026) and is the recommended version for production use.
Model Capabilities
China (Beijing)
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Partial Mode |
|
Context Cache |
|
|
Batch Inference |
|
Fine-tuning |
|
Singapore
Scope: International
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Partial Mode |
|
Context Cache |
|
|
Batch Inference |
|
Fine-tuning |
|
Germany (Frankfurt)
Scope: Global
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Partial Mode |
|
Context Cache |
|
|
Batch Inference |
|
Fine-tuning |
|
US (Virginia)
Scope: Global
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Partial Mode |
|
Context Cache |
|
|
Batch Inference |
|
Fine-tuning |
|
Japan (Tokyo)
Scope: Global
| Capability | Support | Capability | Support |
|---|---|---|---|
|
Input Modality |
Text |
Output Modality |
Text |
|
Model Experience |
|
Function Calling |
|
|
Structured Outputs |
|
Web Search |
|
|
Partial Mode |
|
Context Cache |
|
|
Batch Inference |
|
Fine-tuning |
|
Context Limits
| Parameter | Value | Parameter | Value |
|---|---|---|---|
|
Max Input Length |
1000000 |
Max Output Length |
393216 |
|
Context Window |
1000000 |
Pricing
This page only shows the original pricing for model API calls, excluding any limited-time promotions. Visit Model Studio Console for promotional offers.China (Beijing)
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1 |
Per 1M tokens |
|
Output |
2 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.2 |
Per 1M tokens |
Singapore
Scope: International
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1.5 |
Per 1M tokens |
|
Output |
3 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.3 |
Per 1M tokens |
Germany (Frankfurt)
Scope: Global
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1 |
Per 1M tokens |
|
Output |
2 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.2 |
Per 1M tokens |
US (Virginia)
Scope: Global
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1 |
Per 1M tokens |
|
Output |
2 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.2 |
Per 1M tokens |
Japan (Tokyo)
Scope: Global
| Billing Item | Price (CNY) | Unit |
|---|---|---|
|
Input |
1 |
Per 1M tokens |
|
Output |
2 |
Per 1M tokens |
|
Input(Implicit Cache) |
0.2 |
Per 1M tokens |
Rate Limits
China (Beijing)
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
15,000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
Singapore
Scope: International
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
15,000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
Germany (Frankfurt)
Scope: Global
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
15,000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
US (Virginia)
Scope: Global
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
15,000 |
|
TPM (Tokens Per Minute) |
1,200,000 |
Japan (Tokyo)
Scope: Global
| Parameter | Value |
|---|---|
|
RPM (Requests Per Minute) |
15,000 |
|
TPM (Tokens Per Minute) |
1,200,000 |