MedicalBenchmark
AllenAI: Olmo 3 32B Think provider

Olmo 3 32B Think

247

#247 of 319 models — MIR 2025

Net score

126.00 pts

Accuracy

70.0%

Correct / Incorrect

140 / 42

Total Cost

$0.38

Overall Performance

(vs. average)
Accuracy

70.0%

avg: 77.9%

Net score

126.00 pts

avg: 143.96 pts

Correct

140

avg: 156

Incorrect

42

avg: 35

Total Cost

$0.38

avg: $3.36

Average response time

51.1s

avg: 19.0s

Output Tokens

733K

avg: 430K

Reasoning Tokens

669K

avg: 306K

Average confidence

89.5%

avg: 95.2%

Subject Breakdown

Allergology
Correct
4
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
87.9%
Anesthesiology and Resuscitation
Correct
4
Incorrect
2
Unanswered
0
Accuracy
66.7%
Average
82.3%
Cardiology
Correct
12
Incorrect
5
Unanswered
5
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
5
Incorrect
2
Unanswered
1
Accuracy
62.5%
Average
74.8%
Epidemiology
Correct
5
Incorrect
2
Unanswered
0
Accuracy
71.4%
Average
69.1%
Gastroenterology
Correct
13
Incorrect
6
Unanswered
2
Accuracy
61.9%
Average
74.1%
Genetics
Correct
4
Incorrect
1
Unanswered
1
Accuracy
66.7%
Average
69.5%
Geriatrics
Correct
10
Incorrect
1
Unanswered
0
Accuracy
90.9%
Average
77.5%
Gynecology and Obstetrics
Correct
16
Incorrect
0
Unanswered
3
Accuracy
84.2%
Average
86.7%
Health Planning and Management
Correct
0
Incorrect
2
Unanswered
0
Accuracy
0.0%
Average
82.6%
Hematology
Correct
8
Incorrect
2
Unanswered
1
Accuracy
72.7%
Average
82.7%
Immunology
Correct
7
Incorrect
2
Unanswered
0
Accuracy
77.8%
Average
83.3%
Infectious Diseases
Correct
14
Incorrect
10
Unanswered
3
Accuracy
51.9%
Average
74.9%
Legal Medicine and Bioethics
Correct
4
Incorrect
1
Unanswered
0
Accuracy
80.0%
Average
68.4%
Medical Oncology
Correct
19
Incorrect
4
Unanswered
2
Accuracy
76.0%
Average
87.2%
Nephrology
Correct
10
Incorrect
3
Unanswered
1
Accuracy
71.4%
Average
84.8%
Neurology
Correct
17
Incorrect
2
Unanswered
1
Accuracy
85.0%
Average
77.3%
Ophthalmology
Correct
4
Incorrect
0
Unanswered
1
Accuracy
80.0%
Average
74.2%
Palliative Care
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
78.6%
Pediatrics
Correct
16
Incorrect
9
Unanswered
1
Accuracy
61.5%
Average
71.9%
Pharmacology
Correct
11
Incorrect
4
Unanswered
2
Accuracy
64.7%
Average
74.1%
Psychiatry
Correct
8
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
83.0%
Pulmonology
Correct
7
Incorrect
6
Unanswered
1
Accuracy
50.0%
Average
80.4%
Radiology-Emergency
Correct
8
Incorrect
4
Unanswered
2
Accuracy
57.1%
Average
69.4%
Rheumatology
Correct
12
Incorrect
3
Unanswered
0
Accuracy
80.0%
Average
76.6%
Statistics
Correct
3
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
76.6%
Traumatology
Correct
13
Incorrect
3
Unanswered
2
Accuracy
72.2%
Average
79.3%
Urology
Correct
4
Incorrect
2
Unanswered
1
Accuracy
57.1%
Average
80.7%

Question Type Breakdown

Anatomy
Correct
5
Incorrect
2
Unanswered
0
Accuracy
71.4%
Average
78.6%
Biostatistics
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
79.8%
Diagnosis
Correct
63
Incorrect
15
Unanswered
10
Accuracy
71.6%
Average
79.9%
Epidemiology
Correct
4
Incorrect
1
Unanswered
0
Accuracy
80.0%
Average
76.7%
Ethics
Correct
3
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
74.1%
Interpretation
Correct
25
Incorrect
7
Unanswered
10
Accuracy
59.5%
Average
70.7%
Legal
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
64.6%
Pathophysiology
Correct
18
Incorrect
6
Unanswered
3
Accuracy
66.7%
Average
76.1%
Pharmacology
Correct
12
Incorrect
0
Unanswered
1
Accuracy
92.3%
Average
83.3%
Prevention
Correct
9
Incorrect
2
Unanswered
1
Accuracy
75.0%
Average
75.6%
Prognosis
Correct
4
Incorrect
2
Unanswered
1
Accuracy
57.1%
Average
80.8%
Risk
Correct
3
Incorrect
1
Unanswered
1
Accuracy
60.0%
Average
85.2%
Tests
Correct
20
Incorrect
7
Unanswered
0
Accuracy
74.1%
Average
77.9%
Treatment
Correct
55
Incorrect
20
Unanswered
6
Accuracy
67.9%
Average
77.3%
#AnswerCorrectStatus
1—B
2AA
3CC
4AB
5AA
6CC
7CC
8AA
9—A
10DD
11—D
12DD
13—B
14—D
15B—Annulled
16CB
17AB
18—A
19CC
20BA
21BB
22CD
23—C
24—D
25CC
26D—Annulled
27BC
28A—Annulled
29DD
30BB
31—D
32AA
33DD
34DD
35BB
36DD
37DC
38CC
39DD
40AA
41DD
42BC
43BB
44DD
45DD
46AA
47AA
48AA
49DD
50BB
51DC
52BB
53—D
54BB
55—A
56B—Annulled
57CC
58BB
59DD
60AA
61AA
62DD
63BB
64DD
65BA
66AA
67BB
68—B
69AB
70AA
71DD
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75AA
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78BB
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81CC
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83BB
84DD
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86BC
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88DD
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90BA
91CB
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94CC
95AA
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97DD
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99—A
100BC
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102—D
103BA
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107CB
108DD
109AB
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113BB
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115AD
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117AA
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120BB
121BD
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124CC
125BD
126BD
127AB
128DD
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130DD
131DD
132AA
133BB
134—C
135DB
136DC
137AA
138DD
139DD
140BB
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145BD
146CC
147—B
148AA
149DA
150DD
151AA
152AA
153BB
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156CC
157AA
158CC
159CC
160CA
161AA
162——Annulled
163CD
164—C
165DA
166BB
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171CC
172BA
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174BB
175BB
176CC
177CC
178AA
179DD
180AA
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185DB
186A—Annulled
187CC
188DD
189BD
190AA
191BB
192BA
193CC
194AA
195AA
196AA
197BB
198BC
199DD
200CC
201AB
202AA
203DD
204—C
205BB
206CD
207AA
208CC
209CC
210—B