The 2026 Match by the Numbers: What Separates Matched from Unmatched Applicants
Every year, NRMP publishes Charting Outcomes in the Match: a statistical profile of applicants who did and did not match to their preferred specialty. The 2026 edition, covering the Main Residency Match for U.S. MD seniors, tracked 16,379 consented applicants across 13 measures — everything from how many programs they ranked to whether they belonged to Alpha Omega Alpha.
Most applicants never read the actual report. They hear secondhand that "research matters" or "you need a high Step 2 score," without ever seeing the numbers behind those claims. Here is the real data, and what it does and does not tell you.
The Headline Number: 86.1% Matched
Across all specialties, 86.1 percent of U.S. MD seniors matched to their preferred specialty in 2026. That figure swings enormously by specialty — from a high of 100 percent in Public Health and Preventive Medicine (a small, low-competition field) down to a low of 62.6 percent in Dermatology. In other words, roughly 1 in 3 MD seniors who ranked Dermatology first did not match into it.
The 13-Measure Scorecard
NRMP's Table 2 compares matched applicants (n=14,889) against those who did not match their preferred specialty (n=1,636) on every measure in the report, combined across all specialties:
| Measure | Matched | Not Matched |
|---|---|---|
| Median contiguous ranks (programs ranked in preferred specialty) | 13.0 | 5.0 |
| Median distinct specialties ranked | 1.0 | 1.0 |
| Median USMLE Step 2 CK score | 253 | 244 |
| Median research experiences | 4.0 | 5.0 |
| Median abstracts | 2.0 | 2.0 |
| Median presentations | 4.0 | 5.0 |
| Median publications | 2.0 | 3.0 |
| Median work experiences | 2.0 | 3.0 |
| Median volunteer experiences | 5.0 | 5.0 |
| % AOA members | 17.2% | 9.0% |
| % from a top-40 NIH-funded medical school | 30.2% | 25.4% |
| % with a Ph.D. | 4.2% | 3.4% |
| % with another graduate degree | 18.9% | 26.2% |
What Actually Separated Matched Applicants
NRMP's own summary of the 2026 data points to four consistent differentiators. Applicants who matched to their preferred specialty were more likely to:
- Rank more programs in their preferred specialty. The gap here is the largest in the entire report: a median of 13 contiguous ranks for matched applicants versus 5 for those who did not match. We break this down specialty-by-specialty in How Many Residency Programs Should You Rank?
- Score higher on Step 2 CK. A 9-point median gap (253 vs. 244) nationally, widening to 20 points in specialties like Emergency Medicine. Full specialty-by-specialty numbers are in our updated Step 2 CK breakdown.
- Be AOA members. 17.2 percent of matched applicants were AOA members versus 9.0 percent of those who did not match.
- Have graduated from a top-40 NIH-funded medical school. 30.2 percent of matched applicants versus 25.4 percent of those who did not match — a real gap, but smaller than most applicants assume. We unpack what this does and does not mean in Does Your Medical School's Name Matter?
Notice what is not in that list: research output. At the aggregate level, applicants who did not match actually had slightly higher medians for research experiences (5.0 vs. 4.0), presentations (5.0 vs. 4.0), and publications (3.0 vs. 2.0). That is not a typo, and it is not the whole story either — we explain why in Does Research Actually Matter in the Match?.
NRMP itself is careful to note that these trends, "while informative, do not convey the full story." Course evaluations, letters of recommendation, and the Medical School Performance Evaluation (MSPE) all factor into Match outcomes and none of them show up in this data.
The Most Competitive Specialties in 2026
Two different lenses on "competitive" tell a consistent story. By MD-senior match rate (the percentage of MD seniors who ranked a specialty first and actually matched into it), the hardest specialties to match into in 2026 were:
| Specialty | MD Senior Match Rate | Applicants per Position (all applicant types) |
|---|---|---|
| Dermatology | 62.6% | 1.83 |
| Thoracic Surgery (Integrated) | 64.0% | 1.59 |
| Plastic Surgery (Integrated) | 65.4% | 1.77 |
| Orthopaedic Surgery | 69.1% | 1.66 |
| Neurological Surgery | 70.6% | 1.71 |
| Otolaryngology | 76.8% | 1.44 |
| Surgery-General | 80.3% | 1.53 |
Both measures agree: Dermatology, the integrated surgical subspecialties (Thoracic, Plastic), and the core surgical subspecialties (Orthopaedics, Neurosurgery, ENT) sit at the top of the competitiveness ladder. At the other end, Family Medicine, Pediatrics, and Internal Medicine all posted MD-senior match rates above 97 percent.
How to Use This Data
Three practical takeaways, in order of how much control you actually have over them this cycle:
- Rank list length is the single most actionable lever. It is the largest gap in the dataset, it is entirely within your control, and it costs nothing but application fees once you have already applied broadly.
- Your Step 2 CK score is close to fixed once you have taken the exam — but if you have not sat for it yet, the specialty-by-specialty targets are worth planning around now rather than after the fact.
- AOA membership and school pedigree are not things you can change this cycle. If you are not AOA and did not attend a top-40 NIH-funded school, the data says you are not alone — the majority of matched applicants in every specialty fall into that group too.
If you are still finalizing your rank order list or deciding how broadly to apply, a strategy session that looks at your actual numbers against this year's data can save you from the two most common mistakes: ranking too narrow a list, or spreading signals too thin. Explore USMLE Wise coaching →