Browser-local research tool
Provider Explorer
Bring a provider benchmark snapshot and find the models that fit your thresholds. This is a comparison workspace, not a live feed.
Start with your own file
Import a dataset
Your file is processed and saved only in this browser’s local storage. It is never uploaded. Import only data you have permission to use; no benchmark dataset is included with this site.
Your comparison starts here
There are no sample rows. Import a CSV or a schema version 1 JSON snapshot to explore your own data.
Current snapshot
Imported dataset
How results are ordered
Ranking & sorting
Single column sorts by one selected metric. Select any table heading to choose the column.
Priority rules
Strict hierarchy: each later field only breaks a tie on the fields above it.
Weighted preferences
Choose which numeric metrics matter and how you prefer them to move.
Each active metric becomes a percentile across all imported rows. Weighted percentiles are normalized to a 0–100 score. Weights express your preferences; the score is relative, not an objective “best” label.
Rows missing any positively weighted metric are skipped, even if missing values are allowed by a range filter.
Combine any criteria
Filters
Your browser only
Saved views
Presets store filters and display settings, not dataset rows.
Your matching rows
Results 0
Choose visible columns
Select a column heading to sort. Missing numeric values stay at the bottom.