HOST DIAGNOSTIC · OpenAI

o1

o1· GPT· PROPRIETARY
ACTIVE
HOST IDENTIFICATION
OpenAI
o1
ACTIVE
AVG SCORE
[8.8]
LIMITED
STRONGEST
Mathematical Precision
[14]
WEAKEST
Speed
[4]
MAXED (20/20)
0
of 20 attributes
20-DIMENSION EVALUATION
Bulk Apperception
[9]
Reasoning
[12]
Math Precision
[14]
Code Generation
[10]
World Knowledge
[9]
Scientific Acumen
[13]
Instruction Following
[9]
Context Fidelity
[8]
Candor
[9]
Creativity
[6]
Multi-turn Coherence
[8]
Multimodal Fluency
[6]
Tool Use
[7]
Planning
[9]
Self-Correction
[9]
Tenacity
[9]
Safety Alignment
[10]
Calibration
[10]
Speed
[4]
Cost Efficiency
[4]
o1
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperception
9
Reasoning
12
Mathematical Precision
14
World Knowledge
9
Scientific Acumen
13
Technical
Code Generation
10
Tool Use
7
Multimodal Fluency
6
Speed
4
Cost Efficiency
4
Behavioral
Candor
9
Creativity
6
Tenacity
9
Self-Correction
9
Calibration
10
Operational
Instruction Following
9
Context Fidelity
8
Multi-turn Coherence
8
Planning and Execution
9
Safety Alignment
10
SCORING METHODOLOGY
RECALIBRATED. Arena ~1350 maps to bottom of 12-14 band. Reasoning 11→12. Math 11→14 (o1 was a math reasoning specialist, AIME 2024 83.3%). Scientific 10→13 (strong STEM reasoning). Speed 4 + Cost 4 kept (very slow + expensive reasoning model). Superseded by o3.