SorcererLM 8x22B
252
#252 of 319 models — MIR 2025
Net score
119.33 pts
Accuracy
68.0%
Correct / Incorrect
136 / 50
Total Cost
$1.12
Overall Performance
(vs. average)Accuracy
68.0%
avg: 77.9%
Net score
119.33 pts
avg: 143.96 pts
Correct
136
avg: 156
Incorrect
50
avg: 35
Total Cost
$1.12
avg: $3.36
Average response time
11.1s
avg: 19.0s
Output Tokens
116K
avg: 430K
Reasoning Tokens
0
avg: 306K
Average confidence
91.9%
avg: 95.2%
Subject Breakdown
| Subject | Correct | Incorrect | Unanswered | Accuracy | Average |
|---|---|---|---|---|---|
Allergology | 4 | 0 | 0 | 100.0% | 87.9% |
Anesthesiology and Resuscitation | 3 | 2 | 1 | 50.0% | 82.3% |
Cardiology | 12 | 6 | 4 | 54.5% | 78.6% |
Dermatology | 6 | 2 | 4 | 50.0% | 69.4% |
Endocrinology and Nutrition | 15 | 1 | 0 | 93.8% | 83.5% |
ENT | 5 | 3 | 0 | 62.5% | 74.8% |
Epidemiology | 4 | 1 | 2 | 57.1% | 69.1% |
Gastroenterology | 13 | 8 | 0 | 61.9% | 74.1% |
Genetics | 4 | 2 | 0 | 66.7% | 69.5% |
Geriatrics | 7 | 2 | 2 | 63.6% | 77.5% |
Gynecology and Obstetrics | 15 | 3 | 1 | 78.9% | 86.7% |
Health Planning and Management | 1 | 1 | 0 | 50.0% | 82.6% |
Hematology | 7 | 4 | 0 | 63.6% | 82.7% |
Immunology | 8 | 1 | 0 | 88.9% | 83.3% |
Infectious Diseases | 15 | 9 | 3 | 55.6% | 74.9% |
Legal Medicine and Bioethics | 4 | 0 | 1 | 80.0% | 68.4% |
Medical Oncology | 22 | 3 | 0 | 88.0% | 87.2% |
Nephrology | 12 | 1 | 1 | 85.7% | 84.8% |
Neurology | 13 | 6 | 1 | 65.0% | 77.3% |
Ophthalmology | 2 | 3 | 0 | 40.0% | 74.2% |
Palliative Care | 2 | 1 | 1 | 50.0% | 78.6% |
Pediatrics | 21 | 4 | 1 | 80.8% | 71.9% |
Pharmacology | 10 | 4 | 3 | 58.8% | 74.1% |
Psychiatry | 7 | 1 | 0 | 87.5% | 83.0% |
Pulmonology | 12 | 2 | 0 | 85.7% | 80.4% |
Radiology-Emergency | 7 | 6 | 1 | 50.0% | 69.4% |
Rheumatology | 10 | 5 | 0 | 66.7% | 76.6% |
Statistics | 2 | 0 | 1 | 66.7% | 76.6% |
Traumatology | 14 | 4 | 0 | 77.8% | 79.3% |
Urology | 6 | 0 | 1 | 85.7% | 80.7% |
Allergology
Correct
4
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
87.9%
Anesthesiology and Resuscitation
Correct
3
Incorrect
2
Unanswered
1
Accuracy
50.0%
Average
82.3%
Cardiology
Correct
12
Incorrect
6
Unanswered
4
Accuracy
54.5%
Average
78.6%
Dermatology
Correct
6
Incorrect
2
Unanswered
4
Accuracy
50.0%
Average
69.4%
Endocrinology and Nutrition
Correct
15
Incorrect
1
Unanswered
0
Accuracy
93.8%
Average
83.5%
ENT
Correct
5
Incorrect
3
Unanswered
0
Accuracy
62.5%
Average
74.8%
Epidemiology
Correct
4
Incorrect
1
Unanswered
2
Accuracy
57.1%
Average
69.1%
Gastroenterology
Correct
13
Incorrect
8
Unanswered
0
Accuracy
61.9%
Average
74.1%
Genetics
Correct
4
Incorrect
2
Unanswered
0
Accuracy
66.7%
Average
69.5%
Geriatrics
Correct
7
Incorrect
2
Unanswered
2
Accuracy
63.6%
Average
77.5%
Gynecology and Obstetrics
Correct
15
Incorrect
3
Unanswered
1
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
8
Incorrect
1
Unanswered
0
Accuracy
88.9%
Average
83.3%
Infectious Diseases
Correct
15
Incorrect
9
Unanswered
3
Accuracy
55.6%
Average
74.9%
Legal Medicine and Bioethics
Correct
4
Incorrect
0
Unanswered
1
Accuracy
80.0%
Average
68.4%
Medical Oncology
Correct
22
Incorrect
3
Unanswered
0
Accuracy
88.0%
Average
87.2%
Nephrology
Correct
12
Incorrect
1
Unanswered
1
Accuracy
85.7%
Average
84.8%
Neurology
Correct
13
Incorrect
6
Unanswered
1
Accuracy
65.0%
Average
77.3%
Ophthalmology
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
74.2%
Palliative Care
Correct
2
Incorrect
1
Unanswered
1
Accuracy
50.0%
Average
78.6%
Pediatrics
Correct
21
Incorrect
4
Unanswered
1
Accuracy
80.8%
Average
71.9%
Pharmacology
Correct
10
Incorrect
4
Unanswered
3
Accuracy
58.8%
Average
74.1%
Psychiatry
Correct
7
Incorrect
1
Unanswered
0
Accuracy
87.5%
Average
83.0%
Pulmonology
Correct
12
Incorrect
2
Unanswered
0
Accuracy
85.7%
Average
80.4%
Radiology-Emergency
Correct
7
Incorrect
6
Unanswered
1
Accuracy
50.0%
Average
69.4%
Rheumatology
Correct
10
Incorrect
5
Unanswered
0
Accuracy
66.7%
Average
76.6%
Statistics
Correct
2
Incorrect
0
Unanswered
1
Accuracy
66.7%
Average
76.6%
Traumatology
Correct
14
Incorrect
4
Unanswered
0
Accuracy
77.8%
Average
79.3%
Urology
Correct
6
Incorrect
0
Unanswered
1
Accuracy
85.7%
Average
80.7%
Question Type Breakdown
| Type | Correct | Incorrect | Unanswered | Accuracy | Average |
|---|---|---|---|---|---|
Anatomy | 4 | 3 | 0 | 57.1% | 78.6% |
Biostatistics | 3 | 0 | 1 | 75.0% | 79.8% |
Diagnosis | 62 | 21 | 5 | 70.5% | 79.9% |
Epidemiology | 4 | 0 | 1 | 80.0% | 76.7% |
Ethics | 3 | 0 | 0 | 100.0% | 74.1% |
Interpretation | 17 | 20 | 5 | 40.5% | 70.7% |
Legal | 3 | 0 | 1 | 75.0% | 64.6% |
Pathophysiology | 18 | 7 | 2 | 66.7% | 76.1% |
Pharmacology | 9 | 2 | 2 | 69.2% | 83.3% |
Prevention | 8 | 3 | 1 | 66.7% | 75.6% |
Prognosis | 5 | 2 | 0 | 71.4% | 80.8% |
Risk | 5 | 0 | 0 | 100.0% | 85.2% |
Tests | 22 | 5 | 0 | 81.5% | 77.9% |
Treatment | 54 | 21 | 6 | 66.7% | 77.3% |
Anatomy
Correct
4
Incorrect
3
Unanswered
0
Accuracy
57.1%
Average
78.6%
Biostatistics
Correct
3
Incorrect
0
Unanswered
1
Accuracy
75.0%
Average
79.8%
Diagnosis
Correct
62
Incorrect
21
Unanswered
5
Accuracy
70.5%
Average
79.9%
Epidemiology
Correct
4
Incorrect
0
Unanswered
1
Accuracy
80.0%
Average
76.7%
Ethics
Correct
3
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
74.1%
Interpretation
Correct
17
Incorrect
20
Unanswered
5
Accuracy
40.5%
Average
70.7%
Legal
Correct
3
Incorrect
0
Unanswered
1
Accuracy
75.0%
Average
64.6%
Pathophysiology
Correct
18
Incorrect
7
Unanswered
2
Accuracy
66.7%
Average
76.1%
Pharmacology
Correct
9
Incorrect
2
Unanswered
2
Accuracy
69.2%
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
5
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
85.2%
Tests
Correct
22
Incorrect
5
Unanswered
0
Accuracy
81.5%
Average
77.9%
Treatment
Correct
54
Incorrect
21
Unanswered
6
Accuracy
66.7%
Average
77.3%