# Token Flow Visualizer

> Visualize every hop a token takes — from prompt to router to provider to cache to response — with cost and latency per stage.

Source: https://tokenomy.ai/features/token-flow-visualizer
Last updated: 2026-09-09
Publisher: Tokenomy — FinOps for AI
License: free to quote with attribution and a link to the source URL.

Trace every hop of an LLM request: prompt, router, provider, cache, response. See where cost and latency accumulate stage by stage.

## What it does

Trace every hop of an LLM request: prompt, router, provider, cache, response. See where cost and latency accumulate stage by stage.

- Per-stage cost and latency
- Cache and router decision replay
- Failover and retry visibility
- Shareable trace links

## Part of the runtime rails

This feature is part of Tokenomy's runtime rails for the token economy — the metering proxy, smart router, budget guard, unified cost graph and MCP server your LLM traffic flows through.

## Related pages

- [All platform features](https://tokenomy.ai/features)
- [Why FinOps for AI](https://tokenomy.ai/finops-for-ai)
- [Pricing](https://tokenomy.ai/pricing)
- [Trust & Security](https://tokenomy.ai/trust)