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HOST DIAGNOSTIC · DeepSeek

DeepSeek R1

DeepSeek R1 · ACTIVE· DeepSeek· CLOSED
ACTIVE
ATTRIBUTE MATRIX · ATRBT GROUP 01
Bulk Apperception
[9]
Reasoning
[12]
Math Precision
[13]
Code Generation
[12]
World Knowledge
[9]
Scientific Acumen
[10]
Instruction Following
[9]
Context Fidelity
[9]
Candor
[7]
Creativity
[7]
Multi-turn Coherence
[8]
Multimodal Fluency
[5]
Tool Use
[7]
Planning
[9]
Self-Correction
[9]
Tenacity
[12]
Safety Alignment
[6]
Calibration
[8]
Speed
[8]
Cost Efficiency
[18]
HOST TELEMETRY
AVG
9.3
/20
BEST
18
Cost Efficiency
WEAK
5
Multimodal Fluency
PARAMETERS
Undisclosed
CONTEXT
—
PRICING
—
STATUS
ACTIVE
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperce…
9
Reasoning
12
Mathematical…
13
World Knowle…
9
Scientific A…
10
Technical
Code Generat…
12
Tool Use
7
Multimodal F…
5
Speed
8
Cost Efficie…
18
Behavioral
Candor
7
Creativity
7
Tenacity
12
Self-Correct…
9
Calibration
8
Operational
Instruction …
9
Context Fide…
9
Multi-turn C…
8
Planning and…
9
Safety Align…
6
SCORING METHODOLOGY
RECALIBRATED per ADR-NM108 (April 17, 2026). Code Gen 10→12 (Arena Code ~1400 = 12-14 band). Model Family + Provider corrected from Other to DeepSeek. Cost Efficiency 18 validated (MIT license, ultra-cheap inference). Open weights. Key benchmarks: Arena Text 1375, Code ~1400, MMLU-Pro ~82.
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