OptiSift Workspace
AI Model Rankings
Compare large language models on price, context window, capabilities, and real benchmark scores.
APEX Observatory
Workspace health
Read-only operational intelligence for coverage, source quality, freshness, duplicate risk, and provenance readiness.
Metric coverage
80%
122 of 153 expected metric cells populated.
Source reliability
75%
3 of 4 sources meet the current reliability threshold.
Freshness evidence
100%
4 of 4 sources include a last-verified timestamp.
Provenance readiness
100%
4 sources include both a retrievable URL and verification date.
Duplicate candidates
0
Normalized manufacturer and item-name collisions requiring human review.
Conflict detection
Pending
Value-level source assertions are not yet exposed in the landing dataset, so conflicts are not inferred.
Current interpretation
This first Observatory increment reports only evidence available in the current workspace dataset. It does not manufacture confidence, freshness, or conflict signals where value-level provenance is absent. The next data lane will add assertion-level provenance, duplicate review states, and explicit conflict records.