MedicalBenchmark
DeepSeek: R1 Distill Qwen 32B provider

R1 Distill Qwen 32B

249

#249 of 319 modelsMIR 2025

Net score

123.33 pts

Accuracy

71.0%

Correct / Incorrect

142 / 56

Total Cost

$0.25

Overall Performance

(vs. average)
Accuracy

71.0%

avg: 77.9%

Net score

123.33 pts

avg: 143.96 pts

Correct

142

avg: 156

Incorrect

56

avg: 35

Total Cost

$0.25

avg: $3.36

Average response time

38.5s

avg: 19.0s

Output Tokens

203K

avg: 430K

Reasoning Tokens

166K

avg: 306K

Average confidence

98.9%

avg: 95.2%

Subject Breakdown

Allergology
Correct
4
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
87.9%
Anesthesiology and Resuscitation
Correct
5
Incorrect
1
Unanswered
0
Accuracy
83.3%
Average
82.3%
Cardiology
Correct
14
Incorrect
8
Unanswered
0
Accuracy
63.6%
Average
78.6%
Dermatology
Correct
8
Incorrect
3
Unanswered
1
Accuracy
66.7%
Average
69.4%
Endocrinology and Nutrition
Correct
14
Incorrect
2
Unanswered
0
Accuracy
87.5%
Average
83.5%
ENT
Correct
6
Incorrect
2
Unanswered
0
Accuracy
75.0%
Average
74.8%
Epidemiology
Correct
3
Incorrect
4
Unanswered
0
Accuracy
42.9%
Average
69.1%
Gastroenterology
Correct
14
Incorrect
7
Unanswered
0
Accuracy
66.7%
Average
74.1%
Genetics
Correct
3
Incorrect
3
Unanswered
0
Accuracy
50.0%
Average
69.5%
Geriatrics
Correct
6
Incorrect
5
Unanswered
0
Accuracy
54.5%
Average
77.5%
Gynecology and Obstetrics
Correct
15
Incorrect
4
Unanswered
0
Accuracy
78.9%
Average
86.7%
Health Planning and Management
Correct
1
Incorrect
1
Unanswered
0
Accuracy
50.0%
Average
82.6%
Hematology
Correct
7
Incorrect
4
Unanswered
0
Accuracy
63.6%
Average
82.7%
Immunology
Correct
7
Incorrect
2
Unanswered
0
Accuracy
77.8%
Average
83.3%
Infectious Diseases
Correct
18
Incorrect
8
Unanswered
1
Accuracy
66.7%
Average
74.9%
Legal Medicine and Bioethics
Correct
4
Incorrect
1
Unanswered
0
Accuracy
80.0%
Average
68.4%
Medical Oncology
Correct
20
Incorrect
5
Unanswered
0
Accuracy
80.0%
Average
87.2%
Nephrology
Correct
11
Incorrect
3
Unanswered
0
Accuracy
78.6%
Average
84.8%
Neurology
Correct
14
Incorrect
5
Unanswered
1
Accuracy
70.0%
Average
77.3%
Ophthalmology
Correct
4
Incorrect
1
Unanswered
0
Accuracy
80.0%
Average
74.2%
Palliative Care
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
78.6%
Pediatrics
Correct
16
Incorrect
10
Unanswered
0
Accuracy
61.5%
Average
71.9%
Pharmacology
Correct
13
Incorrect
3
Unanswered
1
Accuracy
76.5%
Average
74.1%
Psychiatry
Correct
6
Incorrect
2
Unanswered
0
Accuracy
75.0%
Average
83.0%
Pulmonology
Correct
10
Incorrect
4
Unanswered
0
Accuracy
71.4%
Average
80.4%
Radiology-Emergency
Correct
8
Incorrect
6
Unanswered
0
Accuracy
57.1%
Average
69.4%
Rheumatology
Correct
11
Incorrect
4
Unanswered
0
Accuracy
73.3%
Average
76.6%
Statistics
Correct
1
Incorrect
2
Unanswered
0
Accuracy
33.3%
Average
76.6%
Traumatology
Correct
17
Incorrect
1
Unanswered
0
Accuracy
94.4%
Average
79.3%
Urology
Correct
6
Incorrect
1
Unanswered
0
Accuracy
85.7%
Average
80.7%

Question Type Breakdown

Anatomy
Correct
5
Incorrect
2
Unanswered
0
Accuracy
71.4%
Average
78.6%
Biostatistics
Correct
1
Incorrect
3
Unanswered
0
Accuracy
25.0%
Average
79.8%
Diagnosis
Correct
66
Incorrect
22
Unanswered
0
Accuracy
75.0%
Average
79.9%
Epidemiology
Correct
3
Incorrect
2
Unanswered
0
Accuracy
60.0%
Average
76.7%
Ethics
Correct
2
Incorrect
1
Unanswered
0
Accuracy
66.7%
Average
74.1%
Interpretation
Correct
26
Incorrect
16
Unanswered
0
Accuracy
61.9%
Average
70.7%
Legal
Correct
4
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
64.6%
Pathophysiology
Correct
16
Incorrect
11
Unanswered
0
Accuracy
59.3%
Average
76.1%
Pharmacology
Correct
11
Incorrect
2
Unanswered
0
Accuracy
84.6%
Average
83.3%
Prevention
Correct
8
Incorrect
3
Unanswered
1
Accuracy
66.7%
Average
75.6%
Prognosis
Correct
5
Incorrect
2
Unanswered
0
Accuracy
71.4%
Average
80.8%
Risk
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
85.2%
Tests
Correct
21
Incorrect
6
Unanswered
0
Accuracy
77.8%
Average
77.9%
Treatment
Correct
58
Incorrect
21
Unanswered
2
Accuracy
71.6%
Average
77.3%
#AnswerCorrectStatus
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