Agent and model spend

See usage clearly. Understand how the estimate is built.

Cost separates collected usage, estimated spend, and modeled comparisons. Unsupported or unpriced usage remains identified. Looking for the product's free core or optional organizational services? See LaunchZero price and services.

Collected usage

Usage records available from the connected agent.

Known pricing

Model pricing used to estimate spend, kept separate from collected records.

Estimated difference

A modeled comparison published with its baseline, assumptions, and confidence.

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Verified figures are not published yet. The methodology below explains how collected usage, known pricing, estimates, and unavailable values remain distinct.

Collected

Start with the usage records available

Collected usage is the factual side of the cost view: records available from the agent for the selected period. A usage record is shown independently from any priced estimate or modeled comparison.

LaunchZero Cost dashboard separating collected agent and model usage from modeled comparison values — The product keeps collected usage and modeled comparison values visibly separate.

Estimated

Apply known pricing without hiding gaps

Known model pricing can turn collected usage into a spend estimate. Unsupported records and models without known pricing remain identified rather than counted as zero. A stated baseline is a separate modeled comparison, not another bill.

Attributed

Keep the difference tied to its inputs

When verified estimator output is published, the estimated difference remains attached to its baseline, methodology, and any available attribution. An unavailable result is never substituted with a percentage, sample metric, or marketing claim.

Confidence

Read records, estimates, and gaps differently

Confidence is explanatory metadata. It identifies which inputs came from collected usage, known pricing, or a modeled comparison without turning unavailable data into a zero.

Collected: Read from agent and model usage records available for the selected period.
Estimated spend: Calculated from collected usage and known model pricing.
Modeled comparison: Calculated from a named baseline and the assumptions shown with it.
Unsupported or unpriced: Identified when a needed usage record or known price is unavailable.

Usage and estimates

Start with your own agent and model activity

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