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Data Transmission Service:Billing for AI data preparation

Last Updated:Apr 30, 2026

This topic describes the billing methods and pricing for the ai data preparation feature of Data Transmission Service (DTS).

Billing

Only pay-as-you-go (post-paid) is supported.

Billable items

  • RAGFlow knowledge base (basic service and data preparation service)

  • Built-in model

  • Enhanced parsing

Pricing

RAGFlow knowledge base

The cost of a RAGFlow knowledge base depends on the number of base services and data preparation services.

Note
  • Unit: USD/instance/hour.

  • You receive a 15-day free trial with your first RAGFlow knowledge base purchase.

  • Costs on the purchase page are rounded. Your bill is calculated using the rates in the following tables.

Region

Base service pricing

Data preparation pricing

China (Hangzhou)

0.25

0.25

China (Shanghai)

China (Qingdao)

China (Beijing)

China (Zhangjiakou)

China (Hohhot)

China (Ulanqab)

China (Shenzhen)

China (Heyuan)

China (Guangzhou)

China (Chengdu)

China (Hong Kong)

0.3773

0.3773

Singapore

0.343

0.343

Malaysia (Kuala Lumpur)

0.2617

0.2617

Indonesia (Jakarta)

0.343

0.343

US (Virginia)

0.2753

0.2753

US (Silicon Valley)

0.2785

0.2785

Germany (Frankfurt)

0.3293

0.3293

Built-in models

China (Beijing)

Text and vision models (billed per token)

Model

Input tokens

Input price (USD/1k tokens)

Output price (USD/1k tokens)

qwen3-vl-flash

0 < tokens ≤ 32K

0.0000264

0.000258

32K < tokens ≤ 128K

0.0000516

0.000516

128K < tokens ≤ 256K

0.0001032

0.0010308

qwen3-vl-plus

0 < tokens ≤ 32K

0.0001720236

0.00172023

32K < tokens ≤ 128K

0.0002580348

0.0025803456

128K < tokens ≤ 256K

0.0005160696

0.0051606912

qwen-vl-ocr

Not applicable

0.0008604

0.0008604

text-embedding-v4

Not applicable

0.0000864

Not applicable

Audio models (billed by duration)

Model

Price (USD/second)

fun-asr

0.0000384

qwen3-asr-flash-filetrans

0.0000384

qwen3-asr-flash-realtime

0.0000564

Singapore

Text and vision models (billed per token)

Model

Input tokens

Input price (USD/1k tokens)

Output price (USD/1k tokens)

qwen3-vl-flash

0 < tokens ≤ 32K

0.00006

0.00048

32K < tokens ≤ 128K

0.00009

0.00072

128K < tokens ≤ 256K

0.000144

0.001152

qwen3-vl-plus

0 < tokens ≤ 32K

0.00024

0.00192

32K < tokens ≤ 128K

0.00036

0.00288

128K < tokens ≤ 256K

0.00072

0.00576

qwen-vl-ocr

Not applicable

0.000864

0.000864

text-embedding-v4

Not applicable

0.000084

Not applicable

Audio models (billed by duration)

Model

Price (USD/second)

fun-asr

0.000042

qwen3-asr-flash-filetrans

0.000042

qwen3-asr-flash-realtime

0.000108

Enhanced parsing

Pricing for enhanced parsing varies by edition. The Basic edition has a flat rate, while the Standard edition uses tiered pricing based on monthly parsed pages.

Note

Each image document page is processed using a SOTA model that consumes at least 2,000 tokens for data parsing and preparation.

Edition

Monthly parsed pages

Unit price (USD/page)

Basic

-

0.00289

Standard

0–10,000

0.0362

10,001–100,000

0.0260

100,001–500,000

0.0217

500,001–1,000,000

0.0174

>1,000,000

0.0145