HOST DIAGNOSTIC · DeepSeek
DeepSeek R1
DeepSeek R1· DeepSeek· OPEN WEIGHTS
ACTIVE
HOST IDENTIFICATION
DeepSeek
DeepSeek R1
ACTIVE
AVG SCORE
[9.4]
LIMITED
STRONGEST
Cost Efficiency
[18]
WEAKEST
Multimodal Fluency
[5]
MAXED (20/20)
0
of 20 attributes
20-DIMENSION EVALUATION
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperception
9
Reasoning
12
Mathematical Precision
13
World Knowledge
9
Scientific Acumen
10
Technical
Code Generation
12
Tool Use
7
Multimodal Fluency
5
Speed
8
Cost Efficiency
18
Behavioral
Candor
7
Creativity
7
Tenacity
12
Self-Correction
9
Calibration
8
Operational
Instruction Following
9
Context Fidelity
9
Multi-turn Coherence
8
Planning and Execution
9
Safety Alignment
6
SCORING METHODOLOGY
RECALIBRATED. 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.