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Healthcare · head to head

Therapixel vs Zocdoc

Therapixel logo

Therapixel

Healthcare

French mammography AI with FDA clearances for 2D and tomosynthesis breast screening

From
On request
Rated
-
Full reviewWebsite
Zocdoc logo

Zocdoc

Healthcare

Find and book doctors instantly online

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Zocdoc has a free tier, so it costs nothing to try first.
  • Each has a real cost: Therapixel european and American regulatory positions were established under different regimes, and under the EU Medical Device Regulation this class of diagnostic AI faces a higher classification and notified body scrutiny, so European buyers must verify the current MDR certificate and expiry rather than relying on a legacy CE reference.; Zocdoc doctors can cancel appointments with little notice
  • They diverge on capability: Therapixel covers MammoScreen 2D, Zocdoc covers Doctor Search.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Therapixel and Zocdoc actually diverge.

Attributes where Therapixel and Zocdoc differ
AttributeTherapixelZocdoc
Starting priceOn requestFree
Pricing modelquotefreemium
Free tierNoYes
PlatformsWebWeb, iOS, Android
FoundedUnknown2007

Identical on both: user rating (Not yet rated), category (Healthcare).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Therapixel

  • MammoScreen 2D
  • MammoScreen DBT
  • One to ten suspicion score
  • Summary report
  • Workstation and PACS delivery
  • Reading workflow configurations

Only in Zocdoc

  • Doctor Search
  • Online Booking
  • Reviews
  • Insurance Verification
  • Reminders
  • Telehealth
  • Practice Management Systems
  • EHRs

What people use each for

The jobs each tool is most often brought in to do.

Therapixel

  • A European breast screening programme running mandatory double reading that wants to evaluate AI as a concurrent or second reader within what national guidance permitsnot Zocdoc
  • An American breast centre that has moved to tomosynthesis and needs reading support on DBT specifically, which Therapixel holds a clearance fornot Zocdoc
  • A screening service wanting a graded suspicion score rather than a binary flag so readers can calibrate their own thresholdnot Zocdoc
  • A radiology group evaluating multiple mammography AI vendors head to head on their own historic case set before committingnot Zocdoc

Zocdoc

  • Patient Carenot Therapixel
  • Medical Recordsnot Therapixel
  • Practice Managementnot Therapixel
  • Telehealthnot Therapixel

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Therapixel

  • European and American regulatory positions were established under different regimes, and under the EU Medical Device Regulation this class of diagnostic AI faces a higher classification and notified body scrutiny, so European buyers must verify the current MDR certificate and expiry rather than relying on a legacy CE reference.
  • MammoScreen does mammography only, so a hospital wanting AI across head CT, chest and breast needs several vendors and several PACS integrations, or an orchestration layer bought from someone else.
  • Therapixel is a small French company competing against Hologic and iCAD, which have incumbency inside the mammography reading workstation, so integration into an American breast centre is more work than it is for the workstation vendor own AI.
  • Detection performance is sensitive to the mammography unit vendor and acquisition protocol, so published results do not transfer between estates and each site needs local validation it must fund itself.
  • Whether AI can substitute for one of two human readers is a national workforce and liability question, not a product capability, so the labour saving that justifies the purchase in one country is not permitted in another.

Zocdoc

  • Doctors can cancel appointments with little notice
  • No direct messaging between patients and providers outside of appointment booking
  • Providers incur booking fees even if patients no-show or cancel after 24 hours

Pricing, plan by plan

Therapixel

On request
  • MammoScreen$undefined/year
    • Priced per examination or by annual screening volume
    • 2D and tomosynthesis licensed by the versions cleared for each
    • Cloud or on premises deployment quoted differently

Zocdoc

Free
  • PatientFree
    • Find doctors
    • Book appointments
    • Read reviews

Which should you pick?

Choose Therapixel if

  • You need mammoscreen 2d.
  • You also want mammoscreen dbt.
Therapixel review

Choose Zocdoc if

  • You need doctor search.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want online booking.
Zocdoc review

Questions people ask

Is Therapixel or Zocdoc better?
Neither clearly leads. Therapixel starts at On request and Zocdoc at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Therapixel or Zocdoc?
Zocdoc has a free tier; the other does not. Paid plans start at On request for Therapixel and Free for Zocdoc.
Does Therapixel or Zocdoc run on more platforms?
Therapixel runs on Web. Zocdoc runs on Web, iOS, Android.
Can I use Zocdoc for free?
Yes. Zocdoc has a free tier, so you can try it without paying. Therapixel starts at On request.
What is Therapixel best used for?
Therapixel is most often used for a european breast screening programme running mandatory double reading that wants to evaluate ai as a concurrent or second reader within what national guidance permits, an american breast centre that has moved to tomosynthesis and needs reading support on dbt specifically, which therapixel holds a clearance for, a screening service wanting a graded suspicion score rather than a binary flag so readers can calibrate their own threshold, a radiology group evaluating multiple mammography ai vendors head to head on their own historic case set before committing. Of those, a european breast screening programme running mandatory double reading that wants to evaluate ai as a concurrent or second reader within what national guidance permits and an american breast centre that has moved to tomosynthesis and needs reading support on dbt specifically, which therapixel holds a clearance for are not what Zocdoc is typically brought in for.
What can Therapixel do that Zocdoc cannot?
Therapixel covers MammoScreen 2D, MammoScreen DBT, One to ten suspicion score, Summary report. Zocdoc covers Doctor Search, Online Booking, Reviews, Insurance Verification.

Answered from the vendors’ own pages

Therapixel: Is MammoScreen FDA cleared?

Yes. It holds 510(k) clearance K192854 for two dimensional mammography from July 2020, a November 2021 clearance for digital breast tomosynthesis, and two further clearances in October 2024 for later versions.

Zocdoc: Is Zocdoc free for patients?

Yes, searching for and booking appointments on Zocdoc is completely free for patients. There are no search fees, booking fees, or cancellation fees. Patients only pay their insurance copay or self-pay rate for the actual care.

Source
Therapixel: Is it CE marked?

Yes, but European buyers should ask specifically for the current certificate under the Medical Device Regulation and its expiry date, because this class of diagnostic AI moved to a higher classification under MDR.

Zocdoc: Does Zocdoc verify that doctors accept my insurance?

Zocdoc supports over 1,000 insurance plans and filters results to show only providers who accept your specific plan. However, Zocdoc cannot guarantee in-network status, as plans with similar names can differ by employer group or region. Final verification is always confirmed by your insurer and the provider's office.

Source
Therapixel: What does the one to ten score mean?

It is a graded suspicion score per finding and per study, designed to be integrated alongside a radiologist BI-RADS assessment rather than treated as a positive or negative result.

Zocdoc: What specialties and types of providers does Zocdoc cover?

Zocdoc features a network of over 250,000 providers across 200+ specialties, including primary care physicians, dentists, OB-GYNs, dermatologists, psychiatrists, eye doctors, orthopedic surgeons, and therapists.

Source
Therapixel: Does it cover anything besides mammography?

No. It is a mammography product only, including tomosynthesis. Other body regions need a different vendor.

Zocdoc: How much do providers pay to use Zocdoc?

Zocdoc charges healthcare providers a one-time booking fee per new patient, with pricing varying by specialty and local market. The exact fee is quoted individually to practices.

Source
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