JOHNCLICK.AI
HOST DIAGNOSTIC · OpenAI

o1

o1 · ACTIVE· GPT· CLOSED
ACTIVE
ATTRIBUTE MATRIX · ATRBT GROUP 01
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]
HOST TELEMETRY
AVG
8.8
/20
BEST
14
Mathematical Precision
WEAK
4
Speed
PARAMETERS
Undisclosed
CONTEXT
—
PRICING
—
STATUS
ACTIVE
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperce…
9
Reasoning
12
Mathematical…
14
World Knowle…
9
Scientific A…
13
Technical
Code Generat…
10
Tool Use
7
Multimodal F…
6
Speed
4
Cost Efficie…
4
Behavioral
Candor
9
Creativity
6
Tenacity
9
Self-Correct…
9
Calibration
10
Operational
Instruction …
9
Context Fide…
8
Multi-turn C…
8
Planning and…
9
Safety Align…
10
SCORING METHODOLOGY
RECALIBRATED per ADR-NM108 (April 17, 2026). 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 Superseded by o3.
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