Data limitations

A disclosed price is not your bill

Every figure here is a number a hospital published in its own file. It is not a quote, not an estimate, and not a statement of what any patient will pay. Your actual responsibility depends on your insurance plan, deductible, coinsurance, network status, diagnosis, the setting of care, bundled services, clinical circumstances, and the hospital’s billing practices.

Files vary in completeness

• Some hospitals disclose cash prices but not negotiated rates, or vice versa.
• Allowed-amount metrics are only present when a hospital chooses to disclose them.
• Descriptions and codes are not standardized between hospitals, so the same service can be described differently.
• Some files omit codes entirely for certain line items.

Timing

Hospitals update their files on their own schedules. We show the file’s last-updated date (when present) and the date we ingested it. A price may have changed since the file was published.

Mapping is approximate

When we group services into consumer procedures, exact code matches are high-confidence, but description-based matches are approximate and labeled as such. Cheapest is not the same as best — price says nothing about quality, safety, or appropriateness of care.

What we do about it

We trace every price to its source row, show provenance on every page, log rejected rows, and keep thin or unverifiable pages out of search. When a hospital’s file cannot be parsed, we say so plainly instead of filling the gap with a guess.