HOST DIAGNOSTIC · Anthropic

Claude Opus 4.6

Claude Opus 4.6 · ACTIVE· Claude· CLOSED
ACTIVE
ATTRIBUTE MATRIX · ATRBT GROUP 01
Bulk Apperception
[15]
Reasoning
[16]
Math Precision
[12]
Code Generation
[18]
World Knowledge
[13]
Scientific Acumen
[12]
Instruction Following
[14]
Context Fidelity
[14]
Candor
[14]
Creativity
[15]
Multi-turn Coherence
[14]
Multimodal Fluency
[12]
Tool Use
[14]
Planning
[14]
Self-Correction
[13]
Tenacity
[13]
Safety Alignment
[15]
Calibration
[14]
Speed
[8]
Cost Efficiency
[4]
HOST TELEMETRY
AVG
13.2
/20
BEST
18
Code Generation
WEAK
4
Cost Efficiency
PARAMETERS
Undisclosed
CONTEXT
PRICING
STATUS
ACTIVE
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperce…
15
Reasoning
16
Mathematical…
12
World Knowle…
13
Scientific A…
12
Technical
Code Generat…
18
Tool Use
14
Multimodal F…
12
Speed
8
Cost Efficie…
4
Behavioral
Candor
14
Creativity
15
Tenacity
13
Self-Correct…
13
Calibration
14
Operational
Instruction …
14
Context Fide…
14
Multi-turn C…
14
Planning and…
14
Safety Align…
15
SCORING METHODOLOGY
RECALIBRATED per ADR-NM108 (April 17, 2026). Selective adjustments: Code Gen 16→18 (Arena Code #1 at 1549, clearly 18-20 band). Reasoning 14→16 (Arena Text #1 at 1504 Thinking). Bulk 14→15 (AAII 53). Other dimensions stable. Key benchmarks: Arena Text #1 at 1504 (Thinking). Arena Code #1 at 1549. SWE-Bench 80.8%. HLE >50%. MMLU-Pro 89.5. Pricing: $5/$25 per M tokens.