Holdout

Direct comparison

All measurement dimensions match exactly.

Pass

Overlap bridge

A directed paired study names and calibrates changed dimensions.

1 active

Broken series

No adequate bridge means Holdout refuses continuity.

Fail closed

Provider frame registry

ProviderRequested modelObserved identityEpochPrompt hashBoundary
OpenAIgpt-5.6-solgpt-5.6-sol / recorded fixtureopenai-2026-07-asha256:demo-prompt-set-7f9aComparable
Anthropicclaude-sonnet snapshotarchived-fixture-2026-06anthropic-2026-06-bsha256:demo-prompt-set-7f9aComparable
Geminigemini snapshotarchived-fixture-2026-07google-2026-07-asha256:demo-prompt-set-7f9aBridged
Perplexitysonar snapshotarchived-fixture-2026-06perplexity-2026-06-csha256:demo-prompt-set-7f9aComparable