Token Optimization

Cut token spend. Keep the quality.

See what the platform already avoids spending on your behalf, and test a different model policy on your real usage before you change anything. Every cost figure comes with its quality trade-off.

Token Optimization realized savings overview

38%

lower cost

than a leading agentic solution, on the same model and the same conversations.

Measured on real customer usage. The saving comes from how the platform builds every request, so it applies whichever model you choose.

Key Features

Everything you need to get the most out of Token Optimization.

Realized Savings Report

See what the platform avoided spending for your organization in any period, split by optimization, with a one-line explanation of how each amount is counted.

Saving Share Headline

One figure for the whole story: the share of your model spend that the platform's optimizations removed. Per organization, per period, ready for a finance review.

Model Policy Simulation

Reprice your recorded usage at another model's rate. Start from a preset such as "One tier down" or "Best in tier", or build your own policy model by model.

Quality Index

Every projection carries a capability score based on public benchmark data, so a cheaper policy never appears on screen without the quality it gives up.

Goal Seek

Set the lowest quality you will accept and get the cheapest model policy above it, recomputed as you move the slider.

Share and Export

Every what-if lives in its link, so a colleague opens exactly what you saw. Export the projection as a PDF report with the method notes attached.

Use Cases

Budget Forecasting

Turn this month's usage into a yearly pace and see how a policy change moves it before the quarter starts.

Model Migration

A new model ships every few weeks. Check what moving to it would cost on your own traffic, with the quality delta next to the number.

Portfolio Review

Partners see every organization they manage in one table: spend, conversations and realized saving, ready to open row by row.

Proving Value

Show finance what the platform removed from the bill, per period and per optimization, with the counting method one click away.

See It in Action

Token Optimization Strategy tab showing realized savings by optimization

Strategy: what the platform saved, by optimization

Token Optimization Simulation tab showing scenario presets and a model policy projection

Simulation: reprice your recorded usage on another model policy

Works With

Seamlessly integrates with the rest of the Mycelium Labs platform.

Ready to get started with Token Optimization?

Book a demo and see what your organization would save on its own usage.