Do the math yourself.

No sales pitch — enter your own numbers and see the estimate. Illustrative calculation, not a promise; real figures stand on official reconciliation.

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Estimate

Formula (illustrative): monthly saving ≈ spend × repeat share × 0.55, where 0.55 is an illustrative factor for the typical cost reduction of cache-aware routing on repetitive requests — to be replaced by measured, reconciled numbers. Heavy-reasoning workloads gain little from caching; actual savings vary with workload shape.

Why repetitive tasks save the most: cache-miss requests are a small share of volume but eat most of the cost — LAO plugs exactly that hole. measured · pending official reconciliation

Then verify it

The honest way: install LAO, run your real workload for a week, and compare against your provider's official billing console. That's the only number we'd ask you to trust.

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