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
| Subject | Correct | Incorrect | Unanswered | Accuracy | Average |
|---|---|---|---|---|---|
Allergology | 1 | 0 | 0 | 100.0% | 96.9% |
Anesthesiology and Resuscitation | 1 | 2 | 4 | 14.3% | 71.0% |
Cardiology | 2 | 8 | 15 | 8.0% | 78.4% |
Dermatology | 2 | 2 | 7 | 18.2% | 73.2% |
Endocrinology and Nutrition | 2 | 4 | 9 | 13.3% | 84.7% |
ENT | 1 | 3 | 4 | 12.5% | 85.0% |
Epidemiology | 0 | 2 | 5 | 0.0% | 81.3% |
Gastroenterology | 4 | 5 | 21 | 13.3% | 80.2% |
Genetics | 1 | 5 | 5 | 9.1% | 79.7% |
Geriatrics | 3 | 3 | 7 | 23.1% | 83.7% |
Gynecology and Obstetrics | 2 | 5 | 5 | 16.7% | 85.2% |
Health Planning and Management | 0 | 2 | 8 | 0.0% | 79.4% |
Hematology | 2 | 1 | 6 | 22.2% | 77.6% |
Immunology | 0 | 4 | 2 | 0.0% | 91.8% |
Infectious Diseases | 1 | 4 | 9 | 7.1% | 79.0% |
Legal Medicine and Bioethics | 2 | 2 | 7 | 18.2% | 83.4% |
Medical Oncology | 5 | 4 | 14 | 21.7% | 83.7% |
Nephrology | 3 | 3 | 4 | 30.0% | 85.6% |
Neurology | 1 | 6 | 6 | 7.7% | 89.0% |
Ophthalmology | 1 | 3 | 1 | 20.0% | 84.5% |
Palliative Care | 1 | 1 | 4 | 16.7% | 80.8% |
Pediatrics | 3 | 8 | 11 | 13.6% | 88.1% |
Pharmacology | 2 | 4 | 5 | 18.2% | 79.6% |
Psychiatry | 0 | 5 | 3 | 0.0% | 88.4% |
Pulmonology | 2 | 3 | 11 | 12.5% | 83.6% |
Radiology-Emergency | 3 | 5 | 5 | 23.1% | 69.4% |
Rheumatology | 0 | 3 | 8 | 0.0% | 89.0% |
Statistics | 0 | 0 | 2 | 0.0% | 84.5% |
Traumatology | 3 | 2 | 6 | 27.3% | 66.6% |
Urology | 3 | 1 | 4 | 37.5% | 83.1% |
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
| Type | Correct | Incorrect | Unanswered | Accuracy | Average |
|---|---|---|---|---|---|
Anatomy | 1 | 0 | 2 | 33.3% | 83.4% |
Biostatistics | 0 | 0 | 2 | 0.0% | 84.5% |
Diagnosis | 12 | 30 | 39 | 14.8% | 83.0% |
Epidemiology | 1 | 2 | 6 | 11.1% | 89.1% |
Ethics | 1 | 0 | 5 | 16.7% | 92.2% |
Interpretation | 5 | 11 | 21 | 13.5% | 73.2% |
Legal | 2 | 2 | 5 | 22.2% | 82.9% |
Pathophysiology | 4 | 8 | 14 | 15.4% | 85.0% |
Pharmacology | 2 | 4 | 9 | 13.3% | 83.1% |
Prevention | 2 | 5 | 9 | 12.5% | 81.5% |
Prognosis | 0 | 1 | 4 | 0.0% | 93.2% |
Risk | 1 | 3 | 11 | 6.7% | 85.0% |
Tests | 6 | 12 | 15 | 18.2% | 81.2% |
Treatment | 13 | 14 | 45 | 18.1% | 80.9% |
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%