MedicalBenchmark
Morph: Morph V3 Fast provider

Morph V3 Fast

316

#316 of 319 models — MIR 2026

Net score

11.33 pts

Accuracy

15.0%

Correct / Incorrect

30 / 56

Total Cost

$1.81

Overall Performance

(vs. average)
Accuracy

15.0%

avg: 82.4%

Net score

11.33 pts

avg: 156.14 pts

Correct

30

avg: 165

Incorrect

56

avg: 26

Total Cost

$1.81

avg: $3.12

Average response time

3.4s

avg: 17.4s

Output Tokens

1.4M

avg: 415K

Reasoning Tokens

0

avg: 295K

Average confidence

41.5%

avg: 95.4%

Subject Breakdown

Allergology
Correct
1
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
96.9%
Anesthesiology and Resuscitation
Correct
1
Incorrect
2
Unanswered
4
Accuracy
14.3%
Average
71.0%
Cardiology
Correct
2
Incorrect
8
Unanswered
15
Accuracy
8.0%
Average
78.4%
Dermatology
Correct
2
Incorrect
2
Unanswered
7
Accuracy
18.2%
Average
73.2%
Endocrinology and Nutrition
Correct
2
Incorrect
4
Unanswered
9
Accuracy
13.3%
Average
84.7%
ENT
Correct
1
Incorrect
3
Unanswered
4
Accuracy
12.5%
Average
85.0%
Epidemiology
Correct
0
Incorrect
2
Unanswered
5
Accuracy
0.0%
Average
81.3%
Gastroenterology
Correct
4
Incorrect
5
Unanswered
21
Accuracy
13.3%
Average
80.2%
Genetics
Correct
1
Incorrect
5
Unanswered
5
Accuracy
9.1%
Average
79.7%
Geriatrics
Correct
3
Incorrect
3
Unanswered
7
Accuracy
23.1%
Average
83.7%
Gynecology and Obstetrics
Correct
2
Incorrect
5
Unanswered
5
Accuracy
16.7%
Average
85.2%
Health Planning and Management
Correct
0
Incorrect
2
Unanswered
8
Accuracy
0.0%
Average
79.4%
Hematology
Correct
2
Incorrect
1
Unanswered
6
Accuracy
22.2%
Average
77.6%
Immunology
Correct
0
Incorrect
4
Unanswered
2
Accuracy
0.0%
Average
91.8%
Infectious Diseases
Correct
1
Incorrect
4
Unanswered
9
Accuracy
7.1%
Average
79.0%
Legal Medicine and Bioethics
Correct
2
Incorrect
2
Unanswered
7
Accuracy
18.2%
Average
83.4%
Medical Oncology
Correct
5
Incorrect
4
Unanswered
14
Accuracy
21.7%
Average
83.7%
Nephrology
Correct
3
Incorrect
3
Unanswered
4
Accuracy
30.0%
Average
85.6%
Neurology
Correct
1
Incorrect
6
Unanswered
6
Accuracy
7.7%
Average
89.0%
Ophthalmology
Correct
1
Incorrect
3
Unanswered
1
Accuracy
20.0%
Average
84.5%
Palliative Care
Correct
1
Incorrect
1
Unanswered
4
Accuracy
16.7%
Average
80.8%
Pediatrics
Correct
3
Incorrect
8
Unanswered
11
Accuracy
13.6%
Average
88.1%
Pharmacology
Correct
2
Incorrect
4
Unanswered
5
Accuracy
18.2%
Average
79.6%
Psychiatry
Correct
0
Incorrect
5
Unanswered
3
Accuracy
0.0%
Average
88.4%
Pulmonology
Correct
2
Incorrect
3
Unanswered
11
Accuracy
12.5%
Average
83.6%
Radiology-Emergency
Correct
3
Incorrect
5
Unanswered
5
Accuracy
23.1%
Average
69.4%
Rheumatology
Correct
0
Incorrect
3
Unanswered
8
Accuracy
0.0%
Average
89.0%
Statistics
Correct
0
Incorrect
0
Unanswered
2
Accuracy
0.0%
Average
84.5%
Traumatology
Correct
3
Incorrect
2
Unanswered
6
Accuracy
27.3%
Average
66.6%
Urology
Correct
3
Incorrect
1
Unanswered
4
Accuracy
37.5%
Average
83.1%

Question Type Breakdown

Anatomy
Correct
1
Incorrect
0
Unanswered
2
Accuracy
33.3%
Average
83.4%
Biostatistics
Correct
0
Incorrect
0
Unanswered
2
Accuracy
0.0%
Average
84.5%
Diagnosis
Correct
12
Incorrect
30
Unanswered
39
Accuracy
14.8%
Average
83.0%
Epidemiology
Correct
1
Incorrect
2
Unanswered
6
Accuracy
11.1%
Average
89.1%
Ethics
Correct
1
Incorrect
0
Unanswered
5
Accuracy
16.7%
Average
92.2%
Interpretation
Correct
5
Incorrect
11
Unanswered
21
Accuracy
13.5%
Average
73.2%
Legal
Correct
2
Incorrect
2
Unanswered
5
Accuracy
22.2%
Average
82.9%
Pathophysiology
Correct
4
Incorrect
8
Unanswered
14
Accuracy
15.4%
Average
85.0%
Pharmacology
Correct
2
Incorrect
4
Unanswered
9
Accuracy
13.3%
Average
83.1%
Prevention
Correct
2
Incorrect
5
Unanswered
9
Accuracy
12.5%
Average
81.5%
Prognosis
Correct
0
Incorrect
1
Unanswered
4
Accuracy
0.0%
Average
93.2%
Risk
Correct
1
Incorrect
3
Unanswered
11
Accuracy
6.7%
Average
85.0%
Tests
Correct
6
Incorrect
12
Unanswered
15
Accuracy
18.2%
Average
81.2%
Treatment
Correct
13
Incorrect
14
Unanswered
45
Accuracy
18.1%
Average
80.9%
#AnswerCorrectStatus
1—A
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