MedicalBenchmark
AllenAI: Olmo 3.1 32B Instruct provider

Olmo 3.1 32B Instruct

250

#250 of 290 modelsMIR 2025

Net score

75.33 pts

Accuracy

52.0%

Correct / Incorrect

104 / 86

Total Cost

$0.12

Overall Performance

(vs. average)
Accuracy

52.0%

avg: 75.9%

Net score

75.33 pts

avg: 138.99 pts

Correct

104

avg: 152

Incorrect

86

avg: 38

Total Cost

$0.12

avg: $3.59

Average response time

13.7s

avg: 18.1s

Output Tokens

163K

avg: 443K

Reasoning Tokens

0

avg: 320K

Average confidence

94.0%

avg: 94.7%

Subject Breakdown

Allergology
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
86.9%
Anesthesiology and Resuscitation
Correct
4
Incorrect
2
Unanswered
0
Accuracy
66.7%
Average
81.3%
Cardiology
Correct
11
Incorrect
11
Unanswered
0
Accuracy
50.0%
Average
77.4%
Dermatology
Correct
8
Incorrect
5
Unanswered
0
Accuracy
61.5%
Average
62.8%
Endocrinology and Nutrition
Correct
9
Incorrect
6
Unanswered
1
Accuracy
56.3%
Average
82.5%
ENT
Correct
1
Incorrect
5
Unanswered
2
Accuracy
12.5%
Average
73.8%
Epidemiology
Correct
3
Incorrect
4
Unanswered
0
Accuracy
42.9%
Average
67.1%
Gastroenterology
Correct
11
Incorrect
7
Unanswered
3
Accuracy
52.4%
Average
72.9%
Genetics
Correct
5
Incorrect
1
Unanswered
0
Accuracy
83.3%
Average
68.2%
Geriatrics
Correct
6
Incorrect
4
Unanswered
1
Accuracy
54.5%
Average
71.2%
Gynecology and Obstetrics
Correct
11
Incorrect
7
Unanswered
1
Accuracy
57.9%
Average
85.9%
Health Planning and Management
Correct
0
Incorrect
2
Unanswered
0
Accuracy
0.0%
Average
81.6%
Hematology
Correct
8
Incorrect
3
Unanswered
0
Accuracy
72.7%
Average
81.8%
Immunology
Correct
6
Incorrect
3
Unanswered
0
Accuracy
66.7%
Average
82.5%
Infectious Diseases
Correct
17
Incorrect
11
Unanswered
0
Accuracy
60.7%
Average
71.1%
Legal Medicine and Bioethics
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
67.2%
Medical Oncology
Correct
18
Incorrect
7
Unanswered
0
Accuracy
72.0%
Average
86.3%
Nephrology
Correct
7
Incorrect
8
Unanswered
0
Accuracy
46.7%
Average
78.2%
Neurology
Correct
12
Incorrect
7
Unanswered
1
Accuracy
60.0%
Average
76.2%
Ophthalmology
Correct
3
Incorrect
2
Unanswered
0
Accuracy
60.0%
Average
72.6%
Palliative Care
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
77.2%
Pediatrics
Correct
12
Incorrect
11
Unanswered
2
Accuracy
48.0%
Average
72.7%
Pharmacology
Correct
10
Incorrect
6
Unanswered
1
Accuracy
58.8%
Average
73.1%
Psychiatry
Correct
4
Incorrect
4
Unanswered
0
Accuracy
50.0%
Average
82.0%
Pulmonology
Correct
6
Incorrect
7
Unanswered
1
Accuracy
42.9%
Average
73.0%
Radiology-Emergency
Correct
7
Incorrect
5
Unanswered
2
Accuracy
50.0%
Average
67.9%
Rheumatology
Correct
7
Incorrect
6
Unanswered
1
Accuracy
50.0%
Average
74.6%
Statistics
Correct
2
Incorrect
1
Unanswered
0
Accuracy
66.7%
Average
74.9%
Traumatology
Correct
9
Incorrect
6
Unanswered
3
Accuracy
50.0%
Average
78.2%
Urology
Correct
3
Incorrect
4
Unanswered
0
Accuracy
42.9%
Average
79.5%

Question Type Breakdown

Anatomy
Correct
2
Incorrect
4
Unanswered
1
Accuracy
28.6%
Average
77.1%
Biostatistics
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
78.4%
Diagnosis
Correct
50
Incorrect
32
Unanswered
7
Accuracy
56.2%
Average
77.9%
Epidemiology
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
75.0%
Ethics
Correct
1
Incorrect
2
Unanswered
0
Accuracy
33.3%
Average
72.0%
Interpretation
Correct
20
Incorrect
16
Unanswered
6
Accuracy
47.6%
Average
69.3%
Legal
Correct
1
Incorrect
3
Unanswered
0
Accuracy
25.0%
Average
63.6%
Pathophysiology
Correct
11
Incorrect
15
Unanswered
1
Accuracy
40.7%
Average
72.6%
Pharmacology
Correct
11
Incorrect
2
Unanswered
0
Accuracy
84.6%
Average
82.4%
Prevention
Correct
8
Incorrect
4
Unanswered
0
Accuracy
66.7%
Average
74.5%
Prognosis
Correct
2
Incorrect
4
Unanswered
0
Accuracy
33.3%
Average
77.8%
Risk
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
84.3%
Tests
Correct
15
Incorrect
11
Unanswered
0
Accuracy
57.7%
Average
76.3%
Treatment
Correct
43
Incorrect
37
Unanswered
2
Accuracy
52.4%
Average
75.2%
#AnswerCorrectStatus
1BB
2BA
3CC
4DB
5AA
6CC
7CC
8AA
9A
10BD
11D
12CD
13BB
14DD
15B
16B
17B
18CA
19C
20BA
21BB
22CD
23CC
24D
25CC
26AAnnulled
27C
28DAnnulled
29DD
30DB
31AD
32DA
33DD
34CD
35BB
36AD
37CC
38CC
39DD
40BA
41DD
42BC
43CB
44DD
45DD
46AA
47AA
48DA
49D
50DB
51DC
52BB
53DD
54DB
55CA
56BAnnulled
57AC
58AB
59DD
60DA
61BA
62DD
63BB
64DD
65BA
66AA
67AB
68BB
69AB
70AA
71DD
72CA
73CD
74CC
75AA
76CB
77BB
78BB
79AC
80C
81CC
82AD
83AB
84BD
85DC
86AC
87AA
88DD
89BB
90AA
91CB
92DC
93BB
94CC
95DA
96CC
97CD
98BC
99AA
100CC
101CB
102CD
103BA
104BC
105CA
106CC
107BB
108DD
109AB
110CC
111AA
112AC
113AB
114DD
115AD
116BC
117AA
118DD
119CC
120BB
121CD
122CC
123CC
124CC
125CD
126DD
127BB
128DD
129AA
130DD
131BD
132DA
133AB
134DC
135DB
136CC
137CA
138AD
139DD
140DB
141AA
142AA
143BB
144BB
145BD
146CC
147DB
148AA
149A
150DA
151AA
152AA
153BB
154BB
155BB
156DC
157AA
158DC
159CC
160CA
161AA
162D
163DD
164CC
165DA
166BB
167AC
168DD
169DB
170AB
171CC
172BA
173AA
174BB
175BB
176CC
177BC
178BA
179BD
180AA
181DB
182CC
183DB
184BB
185BB
186BAnnulled
187CC
188DD
189BD
190AA
191CB
192BA
193CC
194CA
195AA
196AA
197BB
198BC
199DD
200CC
201BB
202BA
203DD
204BC
205BB
206DD
207AA
208AC
209CC
210AB