Under the hood.
Source history
Hashes, source URLs, parser versions, check status, and change reasons.
Scoring method
Constants, penalties, bonuses, last-updated rules, and source-quality rules.
Model aliases and versions
Aliases, variants, preview rows, successors, related models, and confidence levels.
Data issues to review
Unresolved aliases, changed source pages, excluded sources, score jumps, and approvals.
Source changes
Schema, row, column, and score movement warnings.
Coverage overview
Model x domain x source coverage with direct, indirect, older, copied, and official markers.
Why rankings changed
Source updates, parser changes, mapping, age, and coverage explanations.
OpenAPI docs
Typed public API examples, schemas, and route inventory.
Custom ranking presets
Preset scoring methods and shareable recommendation recipes.
Export reports
Comparison reports with source links, scoring methods, timestamps, and raw source data.
Eval source registry
Reliability notes, cadence, weaknesses, and licensing status.
Confidence simulator
Ranking sensitivity when source-data classes are excluded.
Golden fixture library
Adapter snapshot and expected-output status.
Benchmark quality scoring
Benchmark reliability dimensions and scores.
Alerting and watches
Follow models, benchmarks, domains, comparisons, and meaningful source-data changes.