Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data

Output Flow Share

3Repeated experiment

The fraction of total token flow that is output. Measures what proportion of all token movement is productive output.

Last updated: 2026-09-01Spec: SigRank Standard v1.0

Definition

The fraction of total token flow that is output. Measures what proportion of all token movement is productive output.

Inputs

output, input, cache_creation, cache_read.

Derived variables

output_flow_share = output / (input + output + cache_creation + cache_read)

Claim

Output flow share measures how much of the total token throughput is actual output vs cache operations and input.

Test

Verify the formula for known inputs. Check that it sums to 1 with other flow shares.

Observable

The numeric output flow share value (0 to 1).

Falsifier

If output flow share does not equal output / total_tokens, the implementation is wrong.

Evidence

Computed from field data. Used in composition analysis.

Limitations

Does not distinguish useful output from verbose output. Confounded by cache-heavy workflows.

Lineage

SigRank composition analysis, cascade ontology. Architecture: mos2es.com/architecture.

Cross-references