MedicalBenchmark
AionLabs: Aion-RP 1.0 (8B) provider

Aion-RP 1.0 (8B)

281

#281 of 290 modelsMIR 2025

Net score

23.66 pts

Accuracy

22.0%

Correct / Incorrect

44 / 61

Total Cost

$0.21

Overall Performance

(vs. average)
Accuracy

22.0%

avg: 75.9%

Net score

23.66 pts

avg: 138.99 pts

Correct

44

avg: 152

Incorrect

61

avg: 38

Total Cost

$0.21

avg: $3.59

Average response time

12.0s

avg: 18.1s

Output Tokens

85K

avg: 443K

Reasoning Tokens

0

avg: 320K

Average confidence

55.5%

avg: 94.7%

Subject Breakdown

Allergology
Correct
0
Incorrect
1
Unanswered
3
Accuracy
0.0%
Average
86.9%
Anesthesiology and Resuscitation
Correct
2
Incorrect
1
Unanswered
3
Accuracy
33.3%
Average
81.3%
Cardiology
Correct
4
Incorrect
7
Unanswered
11
Accuracy
18.2%
Average
77.4%
Dermatology
Correct
2
Incorrect
4
Unanswered
7
Accuracy
15.4%
Average
62.8%
Endocrinology and Nutrition
Correct
6
Incorrect
2
Unanswered
8
Accuracy
37.5%
Average
82.5%
ENT
Correct
1
Incorrect
5
Unanswered
2
Accuracy
12.5%
Average
73.8%
Epidemiology
Correct
0
Incorrect
4
Unanswered
3
Accuracy
0.0%
Average
67.1%
Gastroenterology
Correct
5
Incorrect
6
Unanswered
10
Accuracy
23.8%
Average
72.9%
Genetics
Correct
2
Incorrect
2
Unanswered
2
Accuracy
33.3%
Average
68.2%
Geriatrics
Correct
2
Incorrect
3
Unanswered
6
Accuracy
18.2%
Average
71.2%
Gynecology and Obstetrics
Correct
3
Incorrect
4
Unanswered
12
Accuracy
15.8%
Average
85.9%
Health Planning and Management
Correct
0
Incorrect
0
Unanswered
2
Accuracy
0.0%
Average
81.6%
Hematology
Correct
3
Incorrect
2
Unanswered
6
Accuracy
27.3%
Average
81.8%
Immunology
Correct
2
Incorrect
5
Unanswered
2
Accuracy
22.2%
Average
82.5%
Infectious Diseases
Correct
7
Incorrect
7
Unanswered
14
Accuracy
25.0%
Average
71.1%
Legal Medicine and Bioethics
Correct
2
Incorrect
2
Unanswered
1
Accuracy
40.0%
Average
67.2%
Medical Oncology
Correct
8
Incorrect
8
Unanswered
9
Accuracy
32.0%
Average
86.3%
Nephrology
Correct
6
Incorrect
4
Unanswered
5
Accuracy
40.0%
Average
78.2%
Neurology
Correct
5
Incorrect
7
Unanswered
8
Accuracy
25.0%
Average
76.2%
Ophthalmology
Correct
0
Incorrect
3
Unanswered
2
Accuracy
0.0%
Average
72.6%
Palliative Care
Correct
1
Incorrect
3
Unanswered
0
Accuracy
25.0%
Average
77.2%
Pediatrics
Correct
4
Incorrect
7
Unanswered
14
Accuracy
16.0%
Average
72.7%
Pharmacology
Correct
2
Incorrect
7
Unanswered
8
Accuracy
11.8%
Average
73.1%
Psychiatry
Correct
2
Incorrect
1
Unanswered
5
Accuracy
25.0%
Average
82.0%
Pulmonology
Correct
5
Incorrect
5
Unanswered
4
Accuracy
35.7%
Average
73.0%
Radiology-Emergency
Correct
3
Incorrect
3
Unanswered
8
Accuracy
21.4%
Average
67.9%
Rheumatology
Correct
1
Incorrect
5
Unanswered
8
Accuracy
7.1%
Average
74.6%
Statistics
Correct
0
Incorrect
1
Unanswered
2
Accuracy
0.0%
Average
74.9%
Traumatology
Correct
3
Incorrect
7
Unanswered
8
Accuracy
16.7%
Average
78.2%
Urology
Correct
1
Incorrect
0
Unanswered
6
Accuracy
14.3%
Average
79.5%

Question Type Breakdown

Anatomy
Correct
1
Incorrect
3
Unanswered
3
Accuracy
14.3%
Average
77.1%
Biostatistics
Correct
0
Incorrect
1
Unanswered
3
Accuracy
0.0%
Average
78.4%
Diagnosis
Correct
24
Incorrect
25
Unanswered
40
Accuracy
27.0%
Average
77.9%
Epidemiology
Correct
1
Incorrect
2
Unanswered
2
Accuracy
20.0%
Average
75.0%
Ethics
Correct
2
Incorrect
1
Unanswered
0
Accuracy
66.7%
Average
72.0%
Interpretation
Correct
5
Incorrect
14
Unanswered
23
Accuracy
11.9%
Average
69.3%
Legal
Correct
2
Incorrect
1
Unanswered
1
Accuracy
50.0%
Average
63.6%
Pathophysiology
Correct
6
Incorrect
9
Unanswered
12
Accuracy
22.2%
Average
72.6%
Pharmacology
Correct
1
Incorrect
4
Unanswered
8
Accuracy
7.7%
Average
82.4%
Prevention
Correct
2
Incorrect
3
Unanswered
7
Accuracy
16.7%
Average
74.5%
Prognosis
Correct
2
Incorrect
0
Unanswered
4
Accuracy
33.3%
Average
77.8%
Risk
Correct
0
Incorrect
0
Unanswered
5
Accuracy
0.0%
Average
84.3%
Tests
Correct
6
Incorrect
6
Unanswered
14
Accuracy
23.1%
Average
76.3%
Treatment
Correct
14
Incorrect
31
Unanswered
37
Accuracy
17.1%
Average
75.2%
#AnswerCorrectStatus
1B
2CA
3C
4AB
5A
6C
7C
8A
9A
10D
11BD
12D
13DB
14DD
15C
16BB
17AB
18A
19C
20BA
21B
22D
23C
24D
25C
26AAnnulled
27AC
28Annulled
29CD
30B
31DD
32AA
33DD
34D
35BB
36D
37BC
38AC
39D
40A
41D
42C
43CB
44D
45CD
46A
47A
48AA
49BD
50B
51DC
52B
53D
54DB
55CA
56AAnnulled
57C
58BB
59AD
60A
61BA
62D
63B
64DD
65A
66A
67B
68B
69CB
70AA
71D
72CA
73DD
74C
75A
76B
77BB
78BB
79AC
80AC
81CC
82CD
83B
84D
85C
86C
87BA
88D
89B
90DA
91B
92AC
93B
94C
95BA
96CC
97AD
98C
99A
100C
101B
102BD
103A
104C
105CA
106DC
107BB
108BD
109AB
110CC
111A
112BC
113B
114AD
115CD
116C
117AA
118DD
119AC
120AB
121AD
122CC
123CC
124CC
125D
126D
127AB
128D
129A
130DD
131D
132AA
133BB
134CC
135B
136C
137A
138D
139DD
140CB
141BA
142AA
143AB
144B
145D
146CC
147B
148BA
149CA
150A
151A
152A
153B
154B
155BB
156CC
157AA
158AC
159C
160A
161CA
162
163DD
164CC
165A
166AB
167C
168DD
169B
170B
171C
172BA
173AA
174B
175B
176AC
177CC
178AA
179AD
180A
181CB
182BC
183B
184B
185BB
186Annulled
187C
188D
189BD
190A
191DB
192A
193CC
194AA
195DA
196AA
197BB
198C
199BD
200BC
201B
202DA
203DD
204BC
205AB
206DD
207AA
208BC
209CC
210DB