Every price on careprices.ai comes from publicly available, federally mandated healthcare facility filings — hospitals, ambulatory surgery centers, and imaging centers. Here's exactly what we collect, how we process it, and what the numbers represent.
Since January 1, 2021, the Centers for Medicare & Medicaid Services (CMS) has required every hospital in the United States to publish a machine-readable file of their standard charges for all items and services they provide. This is federal law — hospitals that fail to comply face civil monetary penalties.
These files contain the actual rates hospitals have negotiated with individual insurance plans, their chargemaster (list) prices, discounted cash pay rates, and de-identified minimum and maximum negotiated charges. This data was previously completely hidden from patients.
Hospitals are legally required under 45 CFR § 180 to publish accurate, current standard charge information. careprices.ai does not independently verify or audit the prices that hospitals publish. We collect and display the data hospitals have filed; we cannot guarantee its accuracy or completeness. If you believe a price on our site is incorrect, please use the reporting form below or contact the hospital directly.
Price transparency requirements don't stop at hospital walls. Under CMS regulations, ambulatory surgery centers (ASCs) and imaging centers are also required to publish standard charge information — and CarePrices is expanding to include these facility types.
CarePrices is actively expanding its database to include ASC and imaging center pricing data. Our existing hospital coverage (6,500+ facilities, 11.5B+ data points) forms the foundation — ASC and imaging center integration is in progress through our facility data pipeline.
We continuously collect, normalize, and maintain price transparency files from 6,500+ hospitals across the United States — with ASC and imaging center coverage expanding. Here's our process:
We retrieve machine-readable price transparency files directly from hospital websites. These files are published in a variety of formats — CSV, JSON, and Excel — and vary significantly in structure between facilities.
Raw hospital files use inconsistent naming, code systems, and structures. We normalize procedure names, standardize CPT/HCPCS/DRG codes, and map each line item to a consistent category. This is the hardest part — a knee replacement might be listed under 14 different names across different hospitals.
Many hospital files contain errors, missing values, or placeholder prices (e.g., "$0.01" or "$9,999,999"). We apply validation filters to exclude records that fail basic plausibility checks or appear to be data entry errors.
Each price record is attributed to a specific facility with location data (city, state, ZIP) and facility type (hospital, surgery center, imaging center). This enables location-based searches and fair comparisons.
CMS requires hospitals to update their price files at least annually. We monitor for new file releases and update our database on a rolling basis. Stale data is flagged or removed.
The price transparency files contain several types of prices, and they mean very different things. Here's how to interpret each one:
| Price Type | What It Is | Who Pays This |
|---|---|---|
| Gross Charge (Chargemaster) | The hospital's "list price" — the highest possible amount before any discounts or negotiations | Almost no one. It's the starting point for negotiation. |
| Discounted Cash Pay | The self-pay or uninsured rate. Most hospitals are required to offer this discount to uninsured patients. | Uninsured patients, or patients who choose to pay out-of-pocket instead of using insurance |
| Payer-Negotiated Rate | The rate a specific insurance company has negotiated with this hospital for this service | What the insurer pays after your deductible is met. Your cost-sharing (copay/coinsurance) is calculated on top of this. |
| De-identified Min/Max | The lowest and highest negotiated rates across all payers at this facility | Useful for understanding the range of negotiated rates |
When we display prices in our cost guides and comparison tool, we show the range of cash pay and negotiated rates to give you a realistic picture of what care costs at each facility — not just the inflated gross charge.
We believe patients deserve honest, accurate information. That means being transparent about what our data can't do, not just what it can.
Use careprices.ai to understand the range of prices and identify facilities worth investigating further. Then contact the facility directly for a personalized cost estimate before scheduling any procedure.
careprices.ai was built by Brad Gambill, founder of Care Decisions Labs, with a single mission: give patients access to the pricing information they need to make informed decisions before receiving care — not weeks later when the bill arrives.
The federal price transparency law was a landmark achievement. But publishing raw machine-readable files that require a data engineer to parse isn't the same as making prices accessible to ordinary people. We do the hard work — collecting, normalizing, and presenting 11.5 billion+ data points from 6,500+ hospitals, with ASC and imaging center coverage expanding — so that anyone can search in seconds.
Have questions about our data or methodology? Contact us — we're happy to explain our process or address specific concerns.
We display data exactly as published by hospitals in their federally mandated price transparency files. Occasionally, hospitals publish incorrect, outdated, or placeholder values. If you encounter a price that appears wrong, we take it seriously.
Use our contact form and include: the procedure name, the hospital name, the price you saw, and what you believe the correct price is (with any supporting documentation if available). We'll investigate and update our data within 5 business days.
If a hospital's published price differs from what you were actually charged, contact the hospital's patient financial services department. Under 45 CFR § 180, hospitals are responsible for maintaining accurate price files. You can also request a detailed cost estimate before any scheduled procedure.
If you believe a hospital is not complying with federal price transparency requirements, you can file a complaint with CMS at cms.gov/hospital-price-transparency/complaint. Non-compliant hospitals face civil monetary penalties.
Email: bgambill@caredecisionslabs.com — or use our contact form. Include "Price Dispute" in the subject line and we'll prioritize your report.
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