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Agent reports summarize recorded execution data for the selected scope and period. Keep the workspace and time range the same when comparing a report with an agent profile.

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Token categories

Atlan prices fresh input, output, cache reads, and cache writes separately. Provider counts can overlap: a provider may include cached tokens in its input total. The trace projection normalizes supported token fields into separate buckets before pricing, so cached input is not charged again as fresh input. Reasoning tokens can be a subset of output tokens. Do not add every token attribute together to reconstruct a bill; use the report’s measures and the recorded provider semantics.

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Missing and unpriced values

An unavailable breakdown is different from a zero. Unpriced means pricing found no applicable model rate. A zero beside an unpriced run does not establish that the provider charged nothing. When the rate service cannot be reached, telemetry can retain the cost sent by its producer. A record with missing model or token information cannot be priced from token rates. See Run pricing.

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Reporting boundaries

Reports cover telemetry that reached Atlan and that the viewer can access. They do not reconcile provider invoices, account for unrecorded calls, or enforce spending limits. The Models & rates settings determine pricing; evals determine whether the measured behavior meets your criteria.