Tokenwise

Tokenwise

A smart LLM proxy that shows where you're overpaying

0upvotes
Launched June 1, 2026

About Tokenwise

Tokenwise is an innovative LLM proxy designed for developers and small teams seeking to optimize their AI API usage. By acting as a transparent intermediary with an OpenAI-compatible base URL, it learns from actual requests to provide precise insights into where costs are being incurred. Unlike generic benchmarking tools, Tokenwise verifies its findings with real traffic data, offering users a tailored view of their spending and potential savings. Its standout feature is the ability to apply cost-reduction adjustments with a single click, while simultaneously validating the financial benefits in real dollars. This makes it an invaluable tool for teams aiming to manage AI expenses more effectively without sacrificing performance. With its focus on actionable insights and ease of use, Tokenwise empowers teams to make smarter, data-driven decisions about their LLM integrations.

Screenshots

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Pros

  • Provides real-time, traffic-specific cost analysis
  • Easy one-click cost optimization with automatic savings verification
  • Learns from actual requests for highly accurate insights
  • OpenAI-compatible and easy to integrate into existing workflows
  • Designed specifically for small teams and makers

Cons

  • Currently lacks extensive integrations beyond core API proxying
  • New tool with limited user reviews and case studies
  • Potential learning curve for users unfamiliar with traffic analysis

Use Cases

1Identifying and reducing unnecessary API token usage
2Optimizing costs for small AI teams or startups
3Monitoring and verifying savings from API usage adjustments
4Streamlining AI project budgeting and cost management
5Implementing cost-efficient prompt engineering practices
6Ensuring sustainable AI API spending over time

Pricing

Likely follows a freemium model, offering basic traffic analysis for free with premium features such as one-click optimization and detailed savings verification available through paid plans. Exact pricing details are not publicly specified.

Quick Info

Upvotes0
Comments1
Launched6/1/2026

Topics

AnalyticsDeveloper ToolsArtificial Intelligence

Alternatives

OpenAI's Usage Dashboard
Cost Management tools in cloud providers like AWS or Azure
AI cost optimization platforms such as Scale AI or Weights & Biases
Token management tools like GPT-3 Tokenizer
Custom API proxy solutions with built-in analytics

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