Tiktokenizer
Tiktokenizer: AI Token Usage Tracking & Billing API
Tiktokenizer helps developers track AI token consumption and bill customers proportionally through a simple REST API integration.
Overview
Tiktokenizer is a developer-focused platform built to solve one of the trickiest problems in AI application monetization: fairly billing customers based on actual token consumption. Rather than guessing at usage or relying on flat-rate pricing, Tiktokenizer gives you the infrastructure to track, read, and refresh user token data automatically every time a request hits OpenAI's Chat API.
Beyond simple tracking, the platform bakes in safety and transparency features like Moderations API integration, ensuring every request passes a content check before reaching the Chat API. Developers get pre-built code snippets to speed up integration, a real-time usage API to surface consumption data directly to end users, and an in-app visualizer that makes it easy to see billing breakdowns per user. It's essentially the billing and monitoring layer that AI SaaS products need but rarely want to build from scratch.
Whether you're running a subscription-based AI tool or a pay-as-you-go API wrapper, Tiktokenizer removes the guesswork from usage-based pricing, letting you focus on building your product instead of reinventing token accounting infrastructure.
Capabilities & Features
- AI tokens
- Token tracking
- Billing
- REST API
- Usage monitoring
- OpenAI
- Moderations API
- Data visualization
Core Features
- Automatic token usage tracking on every Chat API request
- REST API for tracking, reading, and refreshing user data
- Real-time token usage display for end users
- Built-in Moderations API integration for content safety
- Pre-built code snippets for fast integration
- In-app visualizer for per-user billing insights
Use Cases
- Billing customers proportionally based on their AI token consumption
- Monitoring and auditing token usage across an AI application's user base
- Refreshing token counters at the start of new subscription billing cycles
- Displaying real-time usage data to end users for transparency
- Screening requests through moderation before they reach the Chat API
Best For
- AI application developers
- Software engineers building SaaS products
- Product managers overseeing AI-powered features
- Startups monetizing OpenAI-based tools
Pros
- •Automates a normally complex and manual billing process
- •Simple REST API keeps integration lightweight
- •Built-in content moderation adds a layer of safety
- •Real-time usage visibility improves customer trust
- •Pre-built snippets reduce development time
Cons
- •Appears tightly coupled to OpenAI's Chat and Moderations APIs, limiting multi-provider flexibility
- •No pricing information publicly available, making cost planning difficult
- •Lacks detail on scalability for high-volume enterprise applications
- •Visualizer and dashboard capabilities may be basic compared to dedicated billing platforms
How to Use
Integrate the Tiktokenizer REST API into your application to start tracking user token consumption automatically. Use the pre-built code snippets to quickly wire up tracking, reading, and refreshing of token data with minimal setup. Leverage the in-app visualizer to monitor billing per user, and call the usage API to display real-time token consumption to your customers. At the end of each billing cycle, refresh user tokens to reset counts for the next subscription period.
Frequently Asked Questions
Open in AI Studio
Ask our AI to evaluate if Tiktokenizer fits your specific workflow.
Connect & Contact
Pricing
No pricing details are currently published, so prospective users will need to contact Tiktokenizer directly to learn about cost and plan options.
Pricing data is provided as a summary. Visit the vendor website for full tier details.