# Distillation Metrics

> Calculate duplication reduction, code reduction, adoption rate, lines saved, maintenance burden reduction, and cognitive-load reduction after migration.

Record: `algorithms:distillation-metrics`
Kind: algorithm
Canonical: https://banes-lab.com/ontology/algorithms#algorithms-distillation-metrics
Closure: https://banes-lab.com/json/records/algorithms/distillation-metrics/closure

Listed in [Algorithm contracts](https://banes-lab.com/api/records/algorithms.md), after [Anti-Reintroduction Gate](https://banes-lab.com/records/algorithms/anti-reintroduction-gate.md) and before [Pattern Distillation History](https://banes-lab.com/records/algorithms/pattern-distillation-history.md).

## Domain

- [Pattern distillation](https://banes-lab.com/records/algorithms-domain/pattern-distillation.md)

## Stage

- [verify](https://banes-lab.com/records/stage/verify.md)

## Axis

- [verification](https://banes-lab.com/records/reasoning/axis-verification.md)

## Tier

- [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md)

## Composed by

- [Pattern Distiller Kernel](https://banes-lab.com/records/algorithms/pattern-distiller-kernel.md)

## Math type

- [Probability](https://banes-lab.com/records/reasoning/math-type-probability.md)

## Force

- [Architecture evolution](https://banes-lab.com/records/force/architecture-evolution.md)
- [Semantic consistency](https://banes-lab.com/records/force/semantic-consistency.md)

## Linked from

- [Pattern distillation](https://banes-lab.com/ontology/algorithms/algorithms-domain-pattern-distillation.md)
- [The derivation loop](https://banes-lab.com/ontology/reasoning/reasoning-loop-derivation-loop.md)
- [The axes](https://banes-lab.com/ontology/reasoning/the-axes.md)
- [The mathematics](https://banes-lab.com/ontology/reasoning/the-mathematics.md)
- [Domain tiers](https://banes-lab.com/ontology/schema/the-vocabulary-domain-tier.md)
- [The forces](https://banes-lab.com/ontology/schema/the-forces.md)