MedicalBenchmark
EssentialAI: Rnj 1 Instruct provider

Rnj 1 Instruct

307

#307 of 319 models — MIR 2026

Net score

51.33 pts

Accuracy

40.5%

Correct / Incorrect

81 / 89

Total Cost

$0.04

Overall Performance

(vs. average)
Accuracy

40.5%

avg: 82.4%

Net score

51.33 pts

avg: 156.14 pts

Correct

81

avg: 165

Incorrect

89

avg: 26

Total Cost

$0.04

avg: $3.12

Average response time

5.9s

avg: 17.4s

Output Tokens

147K

avg: 415K

Reasoning Tokens

0

avg: 295K

Average confidence

83.7%

avg: 95.4%

Subject Breakdown

Allergology
Correct
1
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
96.9%
Anesthesiology and Resuscitation
Correct
3
Incorrect
2
Unanswered
2
Accuracy
42.9%
Average
71.0%
Cardiology
Correct
11
Incorrect
8
Unanswered
6
Accuracy
44.0%
Average
78.4%
Dermatology
Correct
5
Incorrect
5
Unanswered
1
Accuracy
45.5%
Average
73.2%
Endocrinology and Nutrition
Correct
6
Incorrect
6
Unanswered
3
Accuracy
40.0%
Average
84.7%
ENT
Correct
3
Incorrect
4
Unanswered
1
Accuracy
37.5%
Average
85.0%
Epidemiology
Correct
2
Incorrect
4
Unanswered
1
Accuracy
28.6%
Average
81.3%
Gastroenterology
Correct
17
Incorrect
10
Unanswered
3
Accuracy
56.7%
Average
80.2%
Genetics
Correct
4
Incorrect
5
Unanswered
2
Accuracy
36.4%
Average
79.7%
Geriatrics
Correct
10
Incorrect
2
Unanswered
1
Accuracy
76.9%
Average
83.7%
Gynecology and Obstetrics
Correct
3
Incorrect
7
Unanswered
2
Accuracy
25.0%
Average
85.2%
Health Planning and Management
Correct
5
Incorrect
3
Unanswered
2
Accuracy
50.0%
Average
79.4%
Hematology
Correct
4
Incorrect
4
Unanswered
1
Accuracy
44.4%
Average
77.6%
Immunology
Correct
3
Incorrect
3
Unanswered
0
Accuracy
50.0%
Average
91.8%
Infectious Diseases
Correct
3
Incorrect
8
Unanswered
3
Accuracy
21.4%
Average
79.0%
Legal Medicine and Bioethics
Correct
6
Incorrect
4
Unanswered
1
Accuracy
54.5%
Average
83.4%
Medical Oncology
Correct
10
Incorrect
13
Unanswered
0
Accuracy
43.5%
Average
83.7%
Nephrology
Correct
5
Incorrect
4
Unanswered
1
Accuracy
50.0%
Average
85.6%
Neurology
Correct
3
Incorrect
7
Unanswered
3
Accuracy
23.1%
Average
89.0%
Ophthalmology
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
84.5%
Palliative Care
Correct
4
Incorrect
2
Unanswered
0
Accuracy
66.7%
Average
80.8%
Pediatrics
Correct
8
Incorrect
10
Unanswered
4
Accuracy
36.4%
Average
88.1%
Pharmacology
Correct
0
Incorrect
8
Unanswered
3
Accuracy
0.0%
Average
79.6%
Psychiatry
Correct
2
Incorrect
5
Unanswered
1
Accuracy
25.0%
Average
88.4%
Pulmonology
Correct
5
Incorrect
7
Unanswered
4
Accuracy
31.3%
Average
83.6%
Radiology-Emergency
Correct
4
Incorrect
6
Unanswered
3
Accuracy
30.8%
Average
69.4%
Rheumatology
Correct
4
Incorrect
7
Unanswered
0
Accuracy
36.4%
Average
89.0%
Statistics
Correct
1
Incorrect
1
Unanswered
0
Accuracy
50.0%
Average
84.5%
Traumatology
Correct
4
Incorrect
6
Unanswered
1
Accuracy
36.4%
Average
66.6%
Urology
Correct
5
Incorrect
3
Unanswered
0
Accuracy
62.5%
Average
83.1%

Question Type Breakdown

Anatomy
Correct
2
Incorrect
1
Unanswered
0
Accuracy
66.7%
Average
83.4%
Biostatistics
Correct
1
Incorrect
1
Unanswered
0
Accuracy
50.0%
Average
84.5%
Diagnosis
Correct
29
Incorrect
42
Unanswered
10
Accuracy
35.8%
Average
83.0%
Epidemiology
Correct
4
Incorrect
4
Unanswered
1
Accuracy
44.4%
Average
89.1%
Ethics
Correct
5
Incorrect
1
Unanswered
0
Accuracy
83.3%
Average
92.2%
Interpretation
Correct
12
Incorrect
18
Unanswered
7
Accuracy
32.4%
Average
73.2%
Legal
Correct
5
Incorrect
3
Unanswered
1
Accuracy
55.6%
Average
82.9%
Pathophysiology
Correct
12
Incorrect
7
Unanswered
7
Accuracy
46.2%
Average
85.0%
Pharmacology
Correct
6
Incorrect
8
Unanswered
1
Accuracy
40.0%
Average
83.1%
Prevention
Correct
4
Incorrect
8
Unanswered
4
Accuracy
25.0%
Average
81.5%
Prognosis
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
93.2%
Risk
Correct
5
Incorrect
6
Unanswered
4
Accuracy
33.3%
Average
85.0%
Tests
Correct
16
Incorrect
13
Unanswered
4
Accuracy
48.5%
Average
81.2%
Treatment
Correct
28
Incorrect
32
Unanswered
12
Accuracy
38.9%
Average
80.9%
#AnswerCorrectStatus
1CA
2CB
3AD
4DD
5AB
6—C
7CB
8—D
9AD
10AA
11CB
12CA
13A—Annulled
14CC
15AA
16DC
17DC
18DD
19—B
20BB
21CB
22—C
23—B
24DA
25AC
26DA
27DB
28DD
29AA
30—D
31DC
32CC
33DB
34AB
35AC
36—D
37DD
38—A
39AC
40CA
41DD
42DA
43AB
44DB
45BB
46BB
47—D
48—C
49DC
50——Annulled
51AA
52BC
53CC
54AC
55—A
56DA
57—A
58DA
59AB
60BB
61DC
62BB
63DB
64C—Annulled
65—C
66DC
67CC
68DA
69AB
70BB
71DB
72CB
73BB
74AA
75CC
76CC
77CA
78CD
79DA
80DD
81AC
82DD
83AB
84BA
85DD
86DA
87BB
88BB
89CB
90CC
91BA
92BC
93BD
94CC
95BC
96—B
97BB
98AA
99BB
100CC
101BC
102CA
103CC
104AC
105CC
106CB
107AC
108BA
109CC
110—C
111AB
112AC
113CC
114BD
115BB
116—D
117—C
118CB
119DA
120CA
121—C
122BB
123BB
124BB
125CC
126BB
127CC
128DB
129CC
130CC
131BB
132AB
133CC
134AB
135CC
136BB
137DD
138CB
139A—Annulled
140BD
141BA
142C—Annulled
143DA
144DD
145—C
146CC
147—B
148BC
149BB
150BB
151AB
152—C
153CC
154DD
155BB
156—A
157AD
158DB
159CC
160AA
161C—Annulled
162AA
163CC
164AC
165CA
166—A
167—D
168—C
169DB
170DB
171AA
172—B
173—D
174AC
175BB
176—A
177DD
178DD
179DB
180AC
181DB
182CC
183AD
184BD
185AB
186DD
187DD
188AC
189CC
190—B
191DD
192BD
193CC
194CC
195AD
196—A
197CC
198AA
199BB
200AD
201CC
202BA
203AA
204AC
205BB
206CC
207DA
208——Annulled
209DB
210CC