How to Plan Telegram Number Screening Costs? A Comprehensive Guide to Budgeting Under Per-Number Billing

# How to Plan Telegram Number Screening Costs? A Complete Budget Guide for Pay-Per-Record Telegram Screening

Telegram number screening (TG screening) is a core step for overseas teams to batch-verify number validity, activity, and gender. However, many teams focus only on detection accuracy in the early stages and overlook cost control. **How exactly are TG screening costs calculated?** How much budget is needed for one task? How can you avoid accidentally draining your balance? This article breaks down the fee structure from a pay-per-record model, provides 5 budget control tips, and offers an objective comparison with mainstream pay-per-record and subscription-based platforms (e.g., 007data, thdata) to help you complete number detection with minimal cost.

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## How Are TG Screening Costs Calculated? – Breakdown of the Pay-Per-Record Model

The pay-per-record model is currently adopted by most batch-number platforms, but pricing rules, per-unit rates for different detection types, and minimum deposit thresholds vary greatly across platforms. Taking **KK-DATA** as an example, its process is as follows:

1. **Top-up**: Deposit funds into your account via USDT (TRC20), with a minimum of approximately 50 USDT. The balance updates automatically after deposit.
2. **Submit a task**: Upload numbers (supports CSV/TXT/manual input) on the dashboard, select the detection type (activation check, active check, gender identification, etc.), and the system automatically displays the estimated cost.
3. **Deduction**: After the task completes, the actual number of detected records × corresponding unit price is deducted from your balance. **Numbers that are not successfully detected are not charged** (e.g., numbers skipped due to format errors).
4. **Insufficient balance**: You cannot submit new tasks until you top up.

### Different Detection Types Have Different Unit Prices

- **TG activation check**: Checks whether the number is registered on Telegram. This is the most basic detection with the lowest cost.
- **TG validity check**: Adds the "can receive messages" criterion on top of activation check, at a slightly higher cost.
- **TG activity check**: Checks if the number has been online in the last 7/15/30 days. The unit price is usually 2–5 times higher than the activation check (based on real-time prices in the dashboard).
- **TG gender identification**: Uses AI to identify gender from the profile picture, charged separately.
- **TG ID export**: Some tasks support exporting TG IDs, charged per record.

> ⚠️ **Important note**: Specific unit prices are subject to real-time display on the [KK-DATA dashboard](https://app.kkdata.cc/). This article does not fabricate numbers.

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## How Much Budget Is Needed for a Batch Screening? – Cost Estimation Methods

### Estimate Based on Number of Records and Detection Type

Assume you want to screen 10,000 numbers. The cost estimation logic for different detection types is as follows (using the unit price as an example; please check the actual price by logging in):

| Detection Type | Estimated Unit Price (Example) | Total Cost for 10,000 Records (Example) |
| :--- | :--- | :--- |
| Activation only | 0.001/record | $10 |
| Activation + Activity Check | 0.003/record | $30 |
| Activation + Activity + Gender | 0.005/record | $50 |

> Note: The above are only examples for estimation logic. Please refer to the actual unit price in the dashboard. Typically, the activity check cost is 2–3 times that of the activation check.

### View Estimated Cost and Manage Balance

When submitting a screening task on the KK-DATA dashboard, the system will **display the estimated cost in real time** based on the number of numbers you input and the detection type selected. If the estimated cost exceeds your current balance, the task cannot be submitted, and you will see a prompt "Insufficient balance, please top up."

**Best practice**: Before topping up, run 1–2 small-scale tests (e.g., 1,000 records) to confirm the unit price and accuracy, then plan the full task.

<Callout type="info" title="📌 Actual costs depend on the dashboard">
The unit price for each detection type may change with platform operations. The estimates in this article are for reference only. Be sure to check the real-time estimated cost in <a href="https://app.kkdata.cc/">app.kkdata.cc</a> before submitting a task.
</Callout>

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## 5 Key Tips to Control Your TG Screening Budget

1. **Prioritize activation checks over activity checks**  
   If you only need to filter out registered Telegram users for private messaging or group joining, an activation check is sufficient. Activity checks increase the cost by 2–3 times unless your scenario strictly requires recent activity (e.g., promotional campaigns).

2. **Use a deduplication repository to avoid duplicate charges**  
   Screening the same batch of numbers across different tasks will result in double charges. Use KK-DATA's "data deduplication repository" feature to automatically mark already-screened numbers, eliminating duplicates when submitting new tasks, thus saving a significant amount.

3. **Test with a small batch first, then submit the full volume**  
   For any new number list, first test 500–1,000 records to verify detection accuracy and unit price. Only upload the full volume after confirming everything is correct. If you find abnormal detection rates (e.g., high invalid rate in the source list), adjust your strategy promptly to avoid wasted funds.

4. **Leverage free number generation to optimize source costs**  
   KK-DATA provides random number generation and number segment generation for 240+ countries and regions worldwide. **Generation is free, and charges apply only to screening.** You can first generate a number pool for the target region for free, then screen for active numbers, reducing the generation of invalid numbers.

5. **Watch for platform promotions (if any) and deposit bonuses**  
   Some platforms offer occasional promotions that give extra balance on deposits. For example, KK-DATA may irregularly launch "first top-up bonus" or "existing user benefits." Follow their [official Telegram channel](https://t.me/kkdata_channel) for the latest notifications.

<Callout type="warning" title="⚠️ Beware of deposit scams">
Important reminder: The only official customer service of KK-DATA is <a href="https://t.me/kkdata_cc">@kkdata_cc</a>. Any other Telegram accounts asking you to transfer money to personal accounts or unofficial addresses are scams. Please verify the official website <a href="https://kkdata.cc/">kkdata.cc</a> and customer service channels.
</Callout>

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## Cost Comparison of Mainstream Telegram Screening Platforms: Pay-Per-Record vs. Subscription

Common Telegram screening platforms in the overseas market include KK-DATA (pay-per-record), 007data, thdata, etc. (some offer subscription packages). The table below compares them from three dimensions: flexibility, entry threshold, and cost controllability.

| Comparison Dimension | Pay-Per-Record (e.g., KK-DATA) | Subscription Package (e.g., 007data / thdata) |
| :--- | :--- | :--- |
| **Minimum investment** | Minimum approx. 50 USDT (USDT deposit) | Usually requires prepayment for a package (e.g., starting from 100–500) |
| **Monthly fixed expense** | None; pay as you go | Some platforms have a monthly minimum spending or packages expire |
| **Cost flexibility** | High; task volume can be scaled up or paused anytime | Low; unused packages are non-refundable, leading to wasted funds |
| **Deposit methods** | USDT (TRC20), supports anonymity | Alipay, WeChat, USDT (depending on platform) |
| **Price transparency** | Estimated cost shown before task | Some packages have fixed unit prices, but excess usage may be higher |
| **Suitable teams** | Teams with fluctuating budgets, in testing phase, or small/medium teams | Stable usage, one-time large batches, teams with sufficient budget |

### Pay-Per-Record vs. Monthly Subscription: Which Is Better for Your Team?

- **Pay-per-record**: No fixed cost, suitable for teams just starting out, with uncertain needs, and wanting to test with small amounts. For example, a cross-border e-commerce team that screens anywhere from a few thousand to tens of thousands of numbers per month will find pay-per-record more flexible.
- **Subscription package**: If a team requires 100,000+ screens per month steadily and can pay in one lump sum, the package price may be lower (but unit prices must be carefully checked). However, be mindful of package validity periods and overage fees.

### Cost Transparency and Deposit Threshold Comparison

- KK-DATA is pay-per-record with the lowest entry cost (approx. 50 USDT) and supports anonymous USDT deposits, making it friendly for teams with privacy concerns.
- Some subscription platforms may require binding WeChat/Alipay or company credentials, with a higher deposit threshold. Choose based on your team's requirements for anonymity and compliance.

> No matter which model you choose, it is recommended to first check each platform's [billing instructions](https://kkdata.cc/billing/) or contact customer service for the latest quotes.

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## Avoid Wasting Balance on Duplicate Detections – The Role of the Data Deduplication Repository

**Cross-task deduplication** is an often overlooked but highly effective feature in budget planning. Suppose you screened 10,000 numbers yesterday, and today you receive a new list that includes 2,000 previously screened numbers. Without deduplication, those 2,000 numbers will be charged again.

KK-DATA's "data deduplication repository" allows you to import your existing number pool before submitting a new task, and the system automatically removes already screened entries. **This effectively retains historical detection results for free, saving you the cost of repeated detection on every new task.** For teams that maintain a long-term number pool, a deduplication repository can save 30%–50% of the annual screening budget.

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## Real Scenario Simulation: Cost Breakdown for Screening 100,000 Numbers on Telegram

Assume an overseas independent site operator has obtained 100,000 target market numbers (Southeast Asia) and needs to filter out active Telegram users who are male. Let's break down the cost differences for three detection plans (unit prices are examples; please check the actual prices in the dashboard):

| Detection Plan | Detection Type | Estimated Unit Price (Example) | Total Cost (Example) | Output Data |
| :--- | :--- | :--- | :--- | :--- |
| Plan A (Lowest cost) | Activation only | 0.001/record | $100 | Approx. 60,000 activated numbers (assuming 60% activation rate) |
| Plan B (Medium) | Activation + activity check (30 days) | 0.003/record | $300 | Approx. 30,000 active numbers (assuming 50% activity rate) |
| Plan C (High precision) | Activation + activity + gender | 0.005/record | $500 | Approx. 15,000 active males (assuming 50% male) |

**Decision suggestions**:
- If the goal is only to join groups or send notifications, Plan A ($100) is sufficient.
- If high conversion rates are required (e.g., promoting products to active males), Plan C ($500) is more expensive but yields much higher quality leads than general lists.
- In practice, you can first use Plan A to filter activated numbers, then run activity checks on that subset to avoid wasting activity detection costs on invalid numbers (segmented detection strategy).

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## Frequently Asked Questions

### **Q: Is pay-per-record TG screening expensive?**

**A:** Compared to subscription platforms, pay-per-record has a lower initial investment and is suitable for small to medium budget teams. The price difference between activation and activity checks is usually significant (activity checks may be 2–3 times more expensive). It is recommended to compare real-time prices on each platform's dashboard and choose based on your needs. The advantage of pay-per-record is "pay more for more, pay less for less," with no idle costs.

### **Q: Which platform has a cost advantage between KK-DATA, 007data, and thdata?**

**A:** Each platform has different billing models and package structures. KK-DATA has no subscription fee and charges per record, suitable for teams with uncertain usage; 007data and others offer packages, which may have lower unit prices for very high volumes (hundreds of thousands per month), but require a one-time investment and may have balance expiry risks. Evaluate based on your monthly needs and balance flexibility. Please refer to each platform's official website for the latest prices.

### **Q: What is the maximum number of numbers for one screening task? What is the budget limit?**

**A:** A single task usually supports up to about 1 million numbers. The budget limit is determined by your deposit balance – new tasks cannot be submitted if the balance is insufficient. The estimated cost is shown before submission, so you can calculate in advance. If you need to screen more than 1 million numbers, submit in batches.

### **Q: Can I get a refund for unused balance?**

**A:** Generally, pay-per-record platforms do not refund the balance, but there is usually no expiration date. It is recommended to evaluate your near-term screening volume before depositing to avoid idle funds. Some platforms (e.g., KK-DATA) allow balance to be used for multiple detection types, not just Telegram, so it can also be used for WhatsApp screening, reducing the risk of funds being tied up.

### **Q: How can I prevent accidentally draining my balance during screening?**

**A:** First, always check the estimated cost before submitting a task; second, test a sample of 1,000 records first to confirm cost and accuracy before full submission; third, use the data deduplication repository to exclude already screened numbers and avoid duplicate deductions. If your budget is tight, set a daily or weekly screening limit (some platforms support custom task budgets).

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## Take Action Now

Want to plan your TG screening costs more precisely? Now you can:

- Log in to the [KK-DATA dashboard](https://app.kkdata.cc/) to view real-time unit prices and try free number generation.
- Read the [full documentation](https://docs.kkdata.cc/) to understand the billing logic for each detection type.
- Add the official customer service [@kkdata_cc](https://t.me/kkdata_cc) to inquire about batch cost plans or receive limited-time benefits.

> With minimal cost, screen the best leads – this is the first step in data-driven overseas expansion.