MedicalBenchmark
OpenAI: GPT-5.1 Chat provider

GPT-5.1 Chat

7

#7 of 290 modelsMIR 2025

Net score

188.33 pts

Accuracy

95.5%

Correct / Incorrect

191 / 8

Total Cost

$0.73

Overall Performance

(vs. average)
Accuracy

95.5%

avg: 75.9%

Net score

188.33 pts

avg: 138.99 pts

Correct

191

avg: 152

Incorrect

8

avg: 38

Total Cost

$0.73

avg: $3.59

Average response time

5.1s

avg: 18.1s

Output Tokens

61K

avg: 443K

Reasoning Tokens

10K

avg: 320K

Average confidence

99.4%

avg: 94.7%

Subject Breakdown

Allergology
Correct
4
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
86.9%
Anesthesiology and Resuscitation
Correct
6
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
81.3%
Cardiology
Correct
22
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
77.4%
Dermatology
Correct
11
Incorrect
1
Unanswered
1
Accuracy
84.6%
Average
62.8%
Endocrinology and Nutrition
Correct
16
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
82.5%
ENT
Correct
7
Incorrect
1
Unanswered
0
Accuracy
87.5%
Average
73.8%
Epidemiology
Correct
7
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
67.1%
Gastroenterology
Correct
21
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
72.9%
Genetics
Correct
5
Incorrect
1
Unanswered
0
Accuracy
83.3%
Average
68.2%
Geriatrics
Correct
8
Incorrect
3
Unanswered
0
Accuracy
72.7%
Average
71.2%
Gynecology and Obstetrics
Correct
19
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
85.9%
Health Planning and Management
Correct
2
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
81.6%
Hematology
Correct
11
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
81.8%
Immunology
Correct
9
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
82.5%
Infectious Diseases
Correct
27
Incorrect
0
Unanswered
1
Accuracy
96.4%
Average
71.1%
Legal Medicine and Bioethics
Correct
4
Incorrect
1
Unanswered
0
Accuracy
80.0%
Average
67.2%
Medical Oncology
Correct
25
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
86.3%
Nephrology
Correct
14
Incorrect
1
Unanswered
0
Accuracy
93.3%
Average
78.2%
Neurology
Correct
17
Incorrect
3
Unanswered
0
Accuracy
85.0%
Average
76.2%
Ophthalmology
Correct
5
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
72.6%
Palliative Care
Correct
4
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
77.2%
Pediatrics
Correct
24
Incorrect
1
Unanswered
0
Accuracy
96.0%
Average
72.7%
Pharmacology
Correct
16
Incorrect
1
Unanswered
0
Accuracy
94.1%
Average
73.1%
Psychiatry
Correct
7
Incorrect
1
Unanswered
0
Accuracy
87.5%
Average
82.0%
Pulmonology
Correct
13
Incorrect
1
Unanswered
0
Accuracy
92.9%
Average
73.0%
Radiology-Emergency
Correct
14
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
67.9%
Rheumatology
Correct
13
Incorrect
1
Unanswered
0
Accuracy
92.9%
Average
74.6%
Statistics
Correct
3
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
74.9%
Traumatology
Correct
18
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
78.2%
Urology
Correct
7
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
79.5%

Question Type Breakdown

Anatomy
Correct
7
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
77.1%
Biostatistics
Correct
4
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
78.4%
Diagnosis
Correct
86
Incorrect
3
Unanswered
0
Accuracy
96.6%
Average
77.9%
Epidemiology
Correct
5
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
75.0%
Ethics
Correct
3
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
72.0%
Interpretation
Correct
40
Incorrect
2
Unanswered
0
Accuracy
95.2%
Average
69.3%
Legal
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
63.6%
Pathophysiology
Correct
24
Incorrect
3
Unanswered
0
Accuracy
88.9%
Average
72.6%
Pharmacology
Correct
13
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
82.4%
Prevention
Correct
12
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
74.5%
Prognosis
Correct
6
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
77.8%
Risk
Correct
5
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
84.3%
Tests
Correct
26
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
76.3%
Treatment
Correct
78
Incorrect
3
Unanswered
1
Accuracy
95.1%
Average
75.2%
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