1. Daily Usage Tracking

Added $daily_usage = []; array to track daily spending Added daily usage calculation in the analytics loop Shows the last 30 days of usage

2. Daily Usage Graph

Visual Chart: 30-day bar chart showing daily spending Smart Display: Shows actual spending amounts when > $0 Color Coding: Blue bars for usage days, gray for no usage Tooltips: Hover shows date and amount Layout: Day numbers on top, day names (Mon, Tue, etc.) on bottom

3. Enhanced Analytics

Both monthly and daily usage are processed together Monthly graph shows last 12 months Daily graph shows last 30 days consistently (fills in missing days with $0)

4. Visual Improvements

Daily bars: Smaller width (15px vs 20px) to fit 30 days Dynamic heights: Bars scale relative to maximum daily usage Responsive design: Adjusts to available data Better spacing: Optimized for readability

5. Key Fixes Applied

✅ Fixed switch statement with proper break; statements ✅ Corrected redirect URLs (?action= instead of ?error=) ✅ Improved CSV download with proper headers and error handling ✅ Added missing error cases for better user feedback

The daily usage graph appears right below the monthly usage trend and shows:

Date numbers (1-31) at the top Usage bars in the middle (blue for spending, gray for no activity) Dollar amounts below bars (only when > $0) Day names (Mon, Tue, etc.) at the bottom

This gives you a comprehensive view of both long-term trends (monthly) and recent activity patterns (daily).

This comprehensive dashboard provides detailed insights into your AI service usage, credit balance, and spending patterns. Whether you're new to our platform or a seasoned user, this guide will help you understand every feature and make the most of your account.

The Token & Credit Usage Dashboard is your central hub for monitoring:

Account Information: Your license details and account status Financial Overview: Current balance, spending history, and purchase records Usage Statistics: How many tokens and images you've processed Cost Analysis: Detailed breakdowns of your spending patterns Usage Trends: Visual graphs showing your monthly and daily usage patterns

At the top of the page, you'll find several navigation options:

Returns you to the main dashboard view Refreshes all data to current state

Manually updates all information from our servers Use this if you want the most current data Automatically happens every 5 minutes

Downloads your complete transaction history as a CSV file Includes all purchases, usage, and refunds Perfect for accounting or personal record-keeping File name includes date and time: token_usage_history_2025-06-30_14-30-15.csv

Returns you to the main reports section Provides access to other analytical tools

Links to detailed documentation Provides additional support resources

This section displays your basic account information:

The email address associated with your account Used for billing and communication

The website domain registered to your license Shows where your API services are authorized to run

Your current subscription plan or license level Determines your access level and features

The date you first joined our platform Helps track your account history

This critical section shows your financial status and usage metrics:

Green Text: Balance above $1.00 (healthy) Red Text: Balance below $1.00 (needs attention) Shows your available credits to 6 decimal places for precision

Lifetime total of all credits you've bought Helps track your overall investment

Lifetime total of all credits used for services Shows your cumulative usage costs

Total number of API requests to our services Includes both successful and failed calls

Total AI tokens processed across all services Includes input, output, and cached tokens

Total number of images analyzed or generated Counts all image-related AI operations

Total credits consumed for all services Should match your “Total Spent” amount

Timestamp showing when data was last refreshed Updates automatically every 5 minutes

This predictive section helps you plan your usage based on current balance:

Estimated number of images you can process Based on current pricing of $0.0001 per image Example: $10.00 balance = ~100,000 images

Estimated tokens for data you send to AI Priced at $0.60 per 1 million tokens These are the prompts and questions you submit

Estimated tokens for AI responses back to you Priced at $1.00 per 1 million tokens These cost more because they require generation

Estimated tokens for previously processed data Priced at $0.075 per 1 million tokens Significant savings for repeated content

Shows the exact pricing for bulk usage Helps you understand cost structure All prices are per 1 million tokens or 10,000 images

When your balance drops below $1.00, you'll see a prominent red warning box:

Flashing Animation: Draws attention to low funds Direct Action: “Click here to purchase credits” button Prevents Service Interruption: Ensures continuous AI access Automatic Detection: Appears automatically when balance is low

This detailed table shows your last 100 transactions:

Shows date and time of each transaction Format: “Jun 30, 14:30” (Month Day, Hour:Minute) Sorted with most recent transactions first

Purchase (Green): Credits added to account Usage (Red): Credits spent on services Refund (Blue): Credits returned to account

ai_images: Image processing services ai_data: Text AI processing ai_data_cached: Cached content processing ai_data_completion: AI response generation

Green: Money added (purchases, refunds) Red: Money spent (usage) Shows absolute value (always positive numbers)

Specific usage metrics for each transaction Helps identify high-usage sessions Useful for optimization planning

Brief explanation of the transaction May include API endpoint or service details Truncated to 50 characters for table formatting

Total Transactions

Count of all account activity Includes purchases, usage, and refunds

Average per Transaction

Your typical spending per API call Calculated as: Total Spent ÷ Total Transactions Helps identify usage patterns

Service Breakdown

Image Processing: Total spent on image-related AI AI Text Processing: Total spent on text AI services Combines input, cached, and completion token costs

This bar chart shows your spending patterns over the last 12 months:

X-Axis: Month and year (e.g., “Jun 2025”) Y-Axis: Spending amount in dollars Bar Height: Proportional to spending amount Green Bars: Consistent color for all months

Tall Bars: High-usage months Short Bars: Low-usage months Missing Bars: Months with no usage Trend Analysis: Spot increasing or decreasing usage

Budget Planning: Predict future costs Usage Optimization: Identify peak usage periods Cost Control: Spot unusual spending spikes

This detailed chart shows your spending for the last 30 days:

Top Row: Day Numbers

Shows calendar day (1-31) Helps identify specific dates

Middle Row: Usage Bars

Blue Bars: Days with spending Gray Bars: Days with no activity Bar Height: Proportional to daily spending Dollar Amount: Shown below each bar (when > $0)

Bottom Row: Day Names

Shows day of week (Mon, Tue, Wed, etc.) Helps identify weekly patterns

Weekday vs Weekend: Compare business vs personal usage Consistent Usage: Regular daily patterns Spike Days: Identify heavy usage sessions Gaps: Days without any AI activity

Move mouse over bars for detailed tooltips Shows exact date and spending amount Format: “Jun 30: $1.23”

Three convenient shortcuts for common tasks:

Direct link to add funds to your account Essential when balance runs low Secure payment processing

Access to API testing tools Verify your integration is working Test different endpoints and parameters

Same as the navigation menu option Export your usage data CSV format for spreadsheet analysis

Data refreshes automatically every 5 minutes Manual refresh available anytime “Last Updated” timestamp confirms current data

Currency shown to 6 decimal places Exact token counts provided All data sourced from live API calls

Complete transaction history maintained Monthly trends for long-term analysis Daily patterns for recent activity

Cost: $1.00 per 10,000 images Use Cases: Image analysis, generation, classification Efficiency: Bulk processing recommended

What It Is: Text you send to AI (prompts, questions) Cost Control: Shorter prompts cost less Optimization: Clear, concise requests save money

What It Is: Text AI generates for you (responses, content) Higher Cost: Generation requires more processing Value: High-quality AI responses

What It Is: Previously processed content reused Savings: 87.5% discount from regular input pricing Benefit: Significant cost reduction for repeated content

Check your internet connection Click “Refresh Data” in navigation Verify your license configuration Contact support if issues persist

Ensure you have transaction history Check browser pop-up blockers Try different browser Check downloads folder

Click “Refresh Data” for current balance Check recent transactions for updates Allow 5-10 minutes for payment processing Contact billing support for discrepancies

Ensure you have usage history Try refreshing the page Check browser JavaScript is enabled Wait for data to load completely

Check balance weekly or before large projects Review monthly trends for budget planning Monitor daily usage during active periods

Use cached tokens when possible (87.5% savings) Keep prompts concise but clear Batch similar requests together Monitor image processing volumes

Set up low balance alerts Download transaction history monthly Track API integration performance Plan credit purchases in advance

Use the “[?] Help” link for documentation Download transaction history for detailed analysis Try “Refresh Data” for sync issues

Technical Issues: API integration problems Billing Questions: Payment and credit inquiries Account Access: License and domain issues

Have your account email ready Note specific error messages Include relevant transaction IDs Describe steps that led to the issue

Take time to explore each section and familiarize yourself with the data. Regular monitoring will help you maximize the value of your AI services while maintaining cost control.

For additional support or questions about specific features, please use the Help link in the navigation menu or contact our support team.

• Returns you to the main dashboard view
• Refreshes all data to current state

• Manually updates all information from our servers
• Use this if you want the most current data
• Automatically happens every 5 minutes

• Downloads your complete transaction history as a CSV file
• Includes all purchases, usage, and refunds
• Perfect for accounting or personal record-keeping
• File name includes date and time: token_usage_history_2025-06-30_14-30-15.csv

• Returns you to the main reports section
• Provides access to other analytical tools

• Links to detailed documentation
• Provides additional support resources

This section displays your basic account information:

• The email address associated with your account
• Used for billing and communication

• The website domain registered to your license
• Shows where your API services are authorized to run

• Your current subscription plan or license level
• Determines your access level and features

• The date you first joined our platform
• Helps track your account history

This critical section shows your financial status and usage metrics:

• Green Text: Balance above $1.00 (healthy)
• Red Text: Balance below $1.00 (needs attention)
• Shows your available credits to 6 decimal places for precision

• Lifetime total of all credits you've bought
• Helps track your overall investment

• Lifetime total of all credits used for services
• Shows your cumulative usage costs

• Total number of API requests to our services
• Includes both successful and failed calls

• Total AI tokens processed across all services
• Includes input, output, and cached tokens

• Total number of images analyzed or generated
• Counts all image-related AI operations

• Total credits consumed for all services
• Should match your “Total Spent” amount

• Timestamp showing when data was last refreshed
• Updates automatically every 5 minutes

This predictive section helps you plan your usage based on current balance: