MedicalBenchmark
Arcee AI: Trinity Mini provider

Trinity Mini

254

#254 of 319 modelsMIR 2025

Net score

113.33 pts

Accuracy

66.5%

Correct / Incorrect

133 / 59

Total Cost

$0.05

Overall Performance

(vs. average)
Accuracy

66.5%

avg: 77.9%

Net score

113.33 pts

avg: 143.96 pts

Correct

133

avg: 156

Incorrect

59

avg: 35

Total Cost

$0.05

avg: $3.36

Average response time

8.2s

avg: 19.0s

Output Tokens

320K

avg: 430K

Reasoning Tokens

217K

avg: 306K

Average confidence

95.4%

avg: 95.2%

Subject Breakdown

Allergology
Correct
4
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
87.9%
Anesthesiology and Resuscitation
Correct
3
Incorrect
3
Unanswered
0
Accuracy
50.0%
Average
82.3%
Cardiology
Correct
12
Incorrect
8
Unanswered
2
Accuracy
54.5%
Average
78.6%
Dermatology
Correct
8
Incorrect
4
Unanswered
0
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
1
Unanswered
1
Accuracy
75.0%
Average
74.8%
Epidemiology
Correct
4
Incorrect
3
Unanswered
0
Accuracy
57.1%
Average
69.1%
Gastroenterology
Correct
11
Incorrect
9
Unanswered
1
Accuracy
52.4%
Average
74.1%
Genetics
Correct
4
Incorrect
1
Unanswered
1
Accuracy
66.7%
Average
69.5%
Geriatrics
Correct
9
Incorrect
2
Unanswered
0
Accuracy
81.8%
Average
77.5%
Gynecology and Obstetrics
Correct
16
Incorrect
3
Unanswered
0
Accuracy
84.2%
Average
86.7%
Health Planning and Management
Correct
1
Incorrect
1
Unanswered
0
Accuracy
50.0%
Average
82.6%
Hematology
Correct
9
Incorrect
1
Unanswered
1
Accuracy
81.8%
Average
82.7%
Immunology
Correct
7
Incorrect
0
Unanswered
2
Accuracy
77.8%
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
21
Incorrect
3
Unanswered
1
Accuracy
84.0%
Average
87.2%
Nephrology
Correct
14
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
84.8%
Neurology
Correct
15
Incorrect
5
Unanswered
0
Accuracy
75.0%
Average
77.3%
Ophthalmology
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
74.2%
Palliative Care
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
78.6%
Pediatrics
Correct
14
Incorrect
10
Unanswered
2
Accuracy
53.8%
Average
71.9%
Pharmacology
Correct
12
Incorrect
5
Unanswered
0
Accuracy
70.6%
Average
74.1%
Psychiatry
Correct
6
Incorrect
2
Unanswered
0
Accuracy
75.0%
Average
83.0%
Pulmonology
Correct
11
Incorrect
3
Unanswered
0
Accuracy
78.6%
Average
80.4%
Radiology-Emergency
Correct
7
Incorrect
6
Unanswered
1
Accuracy
50.0%
Average
69.4%
Rheumatology
Correct
9
Incorrect
5
Unanswered
1
Accuracy
60.0%
Average
76.6%
Statistics
Correct
2
Incorrect
1
Unanswered
0
Accuracy
66.7%
Average
76.6%
Traumatology
Correct
12
Incorrect
5
Unanswered
1
Accuracy
66.7%
Average
79.3%
Urology
Correct
5
Incorrect
2
Unanswered
0
Accuracy
71.4%
Average
80.7%

Question Type Breakdown

Anatomy
Correct
4
Incorrect
1
Unanswered
2
Accuracy
57.1%
Average
78.6%
Biostatistics
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
79.8%
Diagnosis
Correct
65
Incorrect
20
Unanswered
3
Accuracy
73.9%
Average
79.9%
Epidemiology
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
76.7%
Ethics
Correct
2
Incorrect
1
Unanswered
0
Accuracy
66.7%
Average
74.1%
Interpretation
Correct
24
Incorrect
16
Unanswered
2
Accuracy
57.1%
Average
70.7%
Legal
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
64.6%
Pathophysiology
Correct
14
Incorrect
9
Unanswered
4
Accuracy
51.9%
Average
76.1%
Pharmacology
Correct
10
Incorrect
3
Unanswered
0
Accuracy
76.9%
Average
83.3%
Prevention
Correct
7
Incorrect
5
Unanswered
0
Accuracy
58.3%
Average
75.6%
Prognosis
Correct
4
Incorrect
3
Unanswered
0
Accuracy
57.1%
Average
80.8%
Risk
Correct
3
Incorrect
1
Unanswered
1
Accuracy
60.0%
Average
85.2%
Tests
Correct
19
Incorrect
7
Unanswered
1
Accuracy
70.4%
Average
77.9%
Treatment
Correct
54
Incorrect
26
Unanswered
1
Accuracy
66.7%
Average
77.3%
#AnswerCorrectStatus
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