JOHNCLICK.AI
HOST DIAGNOSTIC · OpenAI

GPT-4o

GPT-4o · ACTIVE· GPT· CLOSED
ACTIVE
ATTRIBUTE MATRIX · ATRBT GROUP 01
Bulk Apperception
[12]
Reasoning
[12]
Math Precision
[9]
Code Generation
[13]
World Knowledge
[12]
Scientific Acumen
[9]
Instruction Following
[11]
Context Fidelity
[10]
Candor
[9]
Creativity
[11]
Multi-turn Coherence
[11]
Multimodal Fluency
[11]
Tool Use
[10]
Planning
[9]
Self-Correction
[9]
Tenacity
[8]
Safety Alignment
[10]
Calibration
[9]
Speed
[13]
Cost Efficiency
[12]
HOST TELEMETRY
AVG
10.5
/20
BEST
13
Code Generation
WEAK
8
Tenacity
PARAMETERS
Undisclosed
CONTEXT
—
PRICING
—
STATUS
ACTIVE
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperce…
12
Reasoning
12
Mathematical…
9
World Knowle…
12
Scientific A…
9
Technical
Code Generat…
13
Tool Use
10
Multimodal F…
11
Speed
13
Cost Efficie…
12
Behavioral
Candor
9
Creativity
11
Tenacity
8
Self-Correct…
9
Calibration
9
Operational
Instruction …
11
Context Fide…
10
Multi-turn C…
11
Planning and…
9
Safety Align…
10
SCORING METHODOLOGY
RECALIBRATED per ADR-NM108 (April 17, 2026). Arena 1427 + Code 1434 both in 12-14 band. Reasoning 10→12, Code 11→13, Bulk 11→12. Vision 1242. MMLU-Pro ~85. Legacy model, superseded by GPT-5 family.
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