# Tokenwise

> Monitor model requests and review ways to reduce LLM operating costs.

Tokenwise is an observability and cost-management service for applications that call large language models. Developers route requests through a compatible proxy to see costs, token use, latency, and errors by model, application, or tag. The initial observation mode collects visibility before the team chooses to change request behavior.

The platform identifies opportunities such as repeated requests, oversized prompts, and workloads that might use a less expensive model. Proposed changes can be replayed against a quality baseline before being applied. Alerts and budget controls help teams track unexpected changes, while workspaces and reporting support the ongoing operation of AI applications.

## Listing details

- Canonical BetaNeon page: https://betaneon.com/products/tokenwise
- Official website: https://tokenwisehq.com/
- Category: Developer tools / Monitoring & reliability
- Status: Launched
- Topics: AI, Analytics, LLM, Monitoring, Observability
- Listing updated: 2026-10-30T16:54:05.303Z
- Information source: https://tokenwisehq.com/

This is a product introduction, not an endorsement. Confirm current availability, features, and prices on the official website. Community upvotes on BetaNeon are not star ratings.