A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Kristopher G Stepps, M.D. with clinicians in the same registry specialty: Internal Medicine.

AR · Exact areaEdit location

2024 published service data · 456 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Altimus Ray Bollen, M.D.

Internal Medicine · Malvern, AR

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
83%Service-mix similarityView profile →

Ronald Wayne Barnett, M.D.

Internal Medicine · Trumann, AR

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
66%Service-mix similarityView profile →

Antoine Michael Khalaf, D.O.

Internal Medicine · Mena, AR

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
62%Service-mix similarityView profile →

Travis L Bowen, M.D.

Internal Medicine · Springdale, AR

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
57%Service-mix similarityView profile →

Jefferydon Lee Coon, D. O.

Internal Medicine · Pocahontas, AR

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
45%Service-mix similarityView profile →

Shakeb Hashmi, MD

Internal Medicine · West Memphis, AR

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
37%Service-mix similarityView profile →

Surinder P S Sra, M.D.

Internal Medicine · Cherokee Vlg, AR

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
34%Service-mix similarityView profile →
How this comparison works

We use the same calendar year of CMS Medicare Physician & Other Practitioners data for both providers. Published non-drug service counts are combined by HCPCS code across places of service. We apply log(1 + count), normalize the vectors, and compare them using cosine similarity.

Candidates share the reference provider’s current NPPES primary taxonomy and match the location you enter. We examine up to 500 candidates in NPI order, then show up to 12 with the highest positive similarity within that set. The score is not a percentile, medical recommendation, or prediction. Suppressed services are not estimated. Medicare fee-for-service data does not describe a provider’s entire practice.

Source: CMS Medicare Physician & Other Practitioners - by Provider and Service : 2024-12-01 · Published May 21, 2026.