Credo Health vs Evidently (2026)
Two different diagnoses of the same complaint, that clinicians cannot see what they need to see. Credo says the record is not there, and goes and gets it, chasing four national exchange frameworks, regional exchanges and a manual path, then telling the user which records are still missing rather than presenting a partial history as a complete one. Evidently says the record is there and unreadable, and reads all of it including the faxes and scans nobody opens, then drafts the notes around it. Which one you need depends on whether your gaps are external or internal, and that is answerable before you talk to either vendor: look at how often your clinicians open an outside records tab and find nothing. Neither publishes an omission rate, which is the number that would actually settle it.
- It tells you what is missing rather than summarizing what arrived: its product material describes mapping where a patient's records should exist and reporting the gaps, which changes how much a clinician should trust the history in front of them.
- Four national exchange frameworks are named alongside regional exchanges, plus a manual retrieval path for records the networks do not return.
- The workflow is pre encounter, delivering history, risk analysis and quality gap closure before the visit rather than during it, which is when the information can still change the plan.
- It reads what is already there in full, including scanned documents, faxes and outside records, and turns it into summaries, drafts and answers inside the record system rather than delivering a document beforehand.
- Third party measured deployment impact, a 31.7 point increase in electronic record experience score at a named academic health system.
- It produces work as well as information, drafting admission notes, discharge summaries and emergency documentation, so the reading and the writing are handled by the same layer.
This comparison is published by AI Health Index, an independent research platform that compares healthcare AI vendors objectively. Credo Health and Evidently are each graded against the same capability taxonomy, from each vendor's own public materials and the regulatory record, under the AI Health Index verification standard. No vendor pays for placement, and no vendor has reviewed this page. How this evidence is graded
Plain facts
| Fact | Credo Health | Evidently |
|---|---|---|
| Primary category | Clinical Summarization & Chart Review | Clinical Summarization & Chart Review |
| Headquarters | Denver, CO, US | San Francisco, CA, US |
| Website | credohealth.com | evidently.com |
Side by Side
Select any grade to read the note behind it.
Each vendor in one paragraph
Written to be quoted whole. Each paragraph opens the AI Health Index profile of the vendor: what the product is, who buys it and what it does.
Credo Health, based in Denver and led by founder and chief executive Carm Huntress, retrieves and assembles patient records for value based care. Its Acquire agent identifies where a patient has received care and pulls records through national exchange frameworks (the eHealth Exchange, Carequality, CommonWell and TEFCA) and regional exchanges, and where those networks return nothing, recovers records from source providers by telephone, secure portal and fax; its affiliates include Medical Records Exchange LLC, doing business as Chartfast.
Source: AI Health Index, August 2026
Evidently, based in San Francisco, sells Clinical Data Intelligence: AI that reads the full longitudinal record, including scanned documents, faxes and outside records from Care Everywhere and CommonWell, reasons across a medical knowledge graph (ICD-10, SNOMED, RxNorm, LOINC with HCC, HEDIS, PSI, MCC and CC rule sets) and delivers source traced output inside the EHR. Surfaces include AI chart summaries, drafted notes, Ask Evidently chat and Omni, a real time view of the patient.
Source: AI Health Index, August 2026
Questions buyers ask
How are Credo Health and Evidently priced and sold?
An article republished on the company's own blog, from its 2022 launch, says Credo charges a flat fee for each successful placement of data and then a subscription fee for keeping those records current, focused on Medicare Advantage and other value based care providers. The master terms describe enterprise contracting through order forms, after a verification process that confirms the customer is a HIPAA regulated entity.
With Evidently, the only commercial signal is a customer reported 6x return, which describes claimed value rather than cost. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified August 4, 2026. No vendor pays for placement.
How do Credo Health and Evidently handle patient data?
The master terms (last updated 29 August 2024) license customer data to Credo for improving and developing its services, including training its artificial intelligence and machine learning systems and creating de identified data sets, and make that license perpetual for any customer data Credo retains after termination.
Evidently says Ask Evidently is built from the ground up around HIPAA and SOC 2 Type II compliance. It reads the whole record, including outside records from health information exchanges and scanned documents, and shapes outputs to each institution and clinician. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified August 4, 2026. No vendor pays for placement.
What evidence is published for Credo Health and Evidently?
With Credo Health, the home page shows ChenMed, Clover Health, Imperial Health, P3, Longevity, Bluezones, CommonGround and other value based care organizations as customers, and reports a 50 percent or greater reduction in chart preparation time, lower chart acquisition costs and gains through improved risk and quality scores.
Evidently cites a peer reviewed study in Applied Clinical Informatics (Rodrigues et al., 2026) at University of Iowa Health Care: 97 percent accuracy on 104 adjudicated suggestions and a median of 4.5 quality impacting diagnoses added per admit note. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified August 4, 2026. No vendor pays for placement.
How much do Credo Health and Evidently leave to the clinician?
For Credo Health, a clinician can see where each fact came from and, on that description, where the holes are.
Evidently's outputs are suggestions and drafts for people to act on: it suggests codes and queries to CDI teams, drafts admit notes, discharge summaries and appeal letters in an editor for clinicians, and answers questions in chat, with source traced output and institution and clinician defined workflows. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified August 4, 2026. No vendor pays for placement.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Clinical Summarization & Chart Review page.
These products are more complementary than competitive: one solves not having the record, the other solves not being able to read it, and a health system with both problems has both problems. Credo publishes a business associate addendum but no security attestation, trust center, training use statement or de identification posture, and its value based care pitch includes more complete risk adjustment, so retrieval that improves clinical context also raises reimbursement.
Evidently publishes no model description, accuracy figure, confidence threshold or acceptance rate, and the measurement it does have is clinician experience rather than summary accuracy. Neither publishes an omission rate.