Ministral 8B
281
#281 of 319 models — MIR 2025
Net score
74.66 pts
Accuracy
51.5%
Correct / Incorrect
103 / 85
Total Cost
$0.02
Overall Performance
(vs. average)Accuracy
51.5%
avg: 77.9%
Net score
74.66 pts
avg: 143.96 pts
Correct
103
avg: 156
Incorrect
85
avg: 35
Total Cost
$0.02
avg: $3.36
Average response time
1.8s
avg: 19.0s
Output Tokens
69K
avg: 430K
Reasoning Tokens
0
avg: 306K
Average confidence
93.2%
avg: 95.2%
Subject Breakdown
| Subject | Correct | Incorrect | Unanswered | Accuracy | Average |
|---|---|---|---|---|---|
Allergology | 3 | 1 | 0 | 75.0% | 87.9% |
Anesthesiology and Resuscitation | 2 | 4 | 0 | 33.3% | 82.3% |
Cardiology | 6 | 14 | 2 | 27.3% | 78.6% |
Dermatology | 8 | 4 | 0 | 66.7% | 69.4% |
Endocrinology and Nutrition | 9 | 6 | 1 | 56.3% | 83.5% |
ENT | 4 | 4 | 0 | 50.0% | 74.8% |
Epidemiology | 0 | 7 | 0 | 0.0% | 69.1% |
Gastroenterology | 11 | 10 | 0 | 52.4% | 74.1% |
Genetics | 3 | 3 | 0 | 50.0% | 69.5% |
Geriatrics | 5 | 5 | 1 | 45.5% | 77.5% |
Gynecology and Obstetrics | 13 | 6 | 0 | 68.4% | 86.7% |
Health Planning and Management | 0 | 2 | 0 | 0.0% | 82.6% |
Hematology | 5 | 6 | 0 | 45.5% | 82.7% |
Immunology | 6 | 2 | 1 | 66.7% | 83.3% |
Infectious Diseases | 16 | 10 | 1 | 59.3% | 74.9% |
Legal Medicine and Bioethics | 3 | 2 | 0 | 60.0% | 68.4% |
Medical Oncology | 19 | 5 | 1 | 76.0% | 87.2% |
Nephrology | 8 | 5 | 1 | 57.1% | 84.8% |
Neurology | 9 | 11 | 0 | 45.0% | 77.3% |
Ophthalmology | 2 | 1 | 2 | 40.0% | 74.2% |
Palliative Care | 0 | 3 | 1 | 0.0% | 78.6% |
Pediatrics | 13 | 11 | 2 | 50.0% | 71.9% |
Pharmacology | 7 | 7 | 3 | 41.2% | 74.1% |
Psychiatry | 7 | 1 | 0 | 87.5% | 83.0% |
Pulmonology | 9 | 4 | 1 | 64.3% | 80.4% |
Radiology-Emergency | 4 | 8 | 2 | 28.6% | 69.4% |
Rheumatology | 8 | 6 | 1 | 53.3% | 76.6% |
Statistics | 0 | 3 | 0 | 0.0% | 76.6% |
Traumatology | 9 | 7 | 2 | 50.0% | 79.3% |
Urology | 5 | 1 | 1 | 71.4% | 80.7% |
Allergology
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
87.9%
Anesthesiology and Resuscitation
Correct
2
Incorrect
4
Unanswered
0
Accuracy
33.3%
Average
82.3%
Cardiology
Correct
6
Incorrect
14
Unanswered
2
Accuracy
27.3%
Average
78.6%
Dermatology
Correct
8
Incorrect
4
Unanswered
0
Accuracy
66.7%
Average
69.4%
Endocrinology and Nutrition
Correct
9
Incorrect
6
Unanswered
1
Accuracy
56.3%
Average
83.5%
ENT
Correct
4
Incorrect
4
Unanswered
0
Accuracy
50.0%
Average
74.8%
Epidemiology
Correct
0
Incorrect
7
Unanswered
0
Accuracy
0.0%
Average
69.1%
Gastroenterology
Correct
11
Incorrect
10
Unanswered
0
Accuracy
52.4%
Average
74.1%
Genetics
Correct
3
Incorrect
3
Unanswered
0
Accuracy
50.0%
Average
69.5%
Geriatrics
Correct
5
Incorrect
5
Unanswered
1
Accuracy
45.5%
Average
77.5%
Gynecology and Obstetrics
Correct
13
Incorrect
6
Unanswered
0
Accuracy
68.4%
Average
86.7%
Health Planning and Management
Correct
0
Incorrect
2
Unanswered
0
Accuracy
0.0%
Average
82.6%
Hematology
Correct
5
Incorrect
6
Unanswered
0
Accuracy
45.5%
Average
82.7%
Immunology
Correct
6
Incorrect
2
Unanswered
1
Accuracy
66.7%
Average
83.3%
Infectious Diseases
Correct
16
Incorrect
10
Unanswered
1
Accuracy
59.3%
Average
74.9%
Legal Medicine and Bioethics
Correct
3
Incorrect
2
Unanswered
0
Accuracy
60.0%
Average
68.4%
Medical Oncology
Correct
19
Incorrect
5
Unanswered
1
Accuracy
76.0%
Average
87.2%
Nephrology
Correct
8
Incorrect
5
Unanswered
1
Accuracy
57.1%
Average
84.8%
Neurology
Correct
9
Incorrect
11
Unanswered
0
Accuracy
45.0%
Average
77.3%
Ophthalmology
Correct
2
Incorrect
1
Unanswered
2
Accuracy
40.0%
Average
74.2%
Palliative Care
Correct
0
Incorrect
3
Unanswered
1
Accuracy
0.0%
Average
78.6%
Pediatrics
Correct
13
Incorrect
11
Unanswered
2
Accuracy
50.0%
Average
71.9%
Pharmacology
Correct
7
Incorrect
7
Unanswered
3
Accuracy
41.2%
Average
74.1%
Psychiatry
Correct
7
Incorrect
1
Unanswered
0
Accuracy
87.5%
Average
83.0%
Pulmonology
Correct
9
Incorrect
4
Unanswered
1
Accuracy
64.3%
Average
80.4%
Radiology-Emergency
Correct
4
Incorrect
8
Unanswered
2
Accuracy
28.6%
Average
69.4%
Rheumatology
Correct
8
Incorrect
6
Unanswered
1
Accuracy
53.3%
Average
76.6%
Statistics
Correct
0
Incorrect
3
Unanswered
0
Accuracy
0.0%
Average
76.6%
Traumatology
Correct
9
Incorrect
7
Unanswered
2
Accuracy
50.0%
Average
79.3%
Urology
Correct
5
Incorrect
1
Unanswered
1
Accuracy
71.4%
Average
80.7%
Question Type Breakdown
| Type | Correct | Incorrect | Unanswered | Accuracy | Average |
|---|---|---|---|---|---|
Anatomy | 1 | 4 | 2 | 14.3% | 78.6% |
Biostatistics | 0 | 4 | 0 | 0.0% | 79.8% |
Diagnosis | 44 | 39 | 5 | 50.0% | 79.9% |
Epidemiology | 1 | 4 | 0 | 20.0% | 76.7% |
Ethics | 1 | 2 | 0 | 33.3% | 74.1% |
Interpretation | 16 | 23 | 3 | 38.1% | 70.7% |
Legal | 3 | 1 | 0 | 75.0% | 64.6% |
Pathophysiology | 14 | 10 | 3 | 51.9% | 76.1% |
Pharmacology | 4 | 7 | 2 | 30.8% | 83.3% |
Prevention | 7 | 5 | 0 | 58.3% | 75.6% |
Prognosis | 6 | 1 | 0 | 85.7% | 80.8% |
Risk | 3 | 1 | 1 | 60.0% | 85.2% |
Tests | 15 | 11 | 1 | 55.6% | 77.9% |
Treatment | 48 | 29 | 4 | 59.3% | 77.3% |
Anatomy
Correct
1
Incorrect
4
Unanswered
2
Accuracy
14.3%
Average
78.6%
Biostatistics
Correct
0
Incorrect
4
Unanswered
0
Accuracy
0.0%
Average
79.8%
Diagnosis
Correct
44
Incorrect
39
Unanswered
5
Accuracy
50.0%
Average
79.9%
Epidemiology
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
76.7%
Ethics
Correct
1
Incorrect
2
Unanswered
0
Accuracy
33.3%
Average
74.1%
Interpretation
Correct
16
Incorrect
23
Unanswered
3
Accuracy
38.1%
Average
70.7%
Legal
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
64.6%
Pathophysiology
Correct
14
Incorrect
10
Unanswered
3
Accuracy
51.9%
Average
76.1%
Pharmacology
Correct
4
Incorrect
7
Unanswered
2
Accuracy
30.8%
Average
83.3%
Prevention
Correct
7
Incorrect
5
Unanswered
0
Accuracy
58.3%
Average
75.6%
Prognosis
Correct
6
Incorrect
1
Unanswered
0
Accuracy
85.7%
Average
80.8%
Risk
Correct
3
Incorrect
1
Unanswered
1
Accuracy
60.0%
Average
85.2%
Tests
Correct
15
Incorrect
11
Unanswered
1
Accuracy
55.6%
Average
77.9%
Treatment
Correct
48
Incorrect
29
Unanswered
4
Accuracy
59.3%
Average
77.3%