HOST DIAGNOSTIC · Google
Gemini 2.5 Flash
Gemini 2.5 Flash· Gemini· PROPRIETARY
ACTIVE
HOST IDENTIFICATION
Google
Gemini 2.5 Flash
ACTIVE
AVG SCORE
[10.6]
CAPABLE
STRONGEST
Speed
[15]
WEAKEST
Tenacity
[8]
MAXED (20/20)
0
of 20 attributes
20-DIMENSION EVALUATION
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperception
12
Reasoning
12
Mathematical Precision
10
World Knowledge
12
Scientific Acumen
9
Technical
Code Generation
12
Tool Use
9
Multimodal Fluency
10
Speed
15
Cost Efficiency
15
Behavioral
Candor
9
Creativity
9
Tenacity
8
Self-Correction
9
Calibration
9
Operational
Instruction Following
12
Context Fidelity
11
Multi-turn Coherence
10
Planning and Execution
9
Safety Alignment
9
SCORING METHODOLOGY
RECALIBRATED. Arena 1412 + Code 1420 both in 12-14 band. Reasoning 10→12, Code 11→12, Bulk 10→12, IF 10→12. Speed 15 + Cost 15 validated (Flash = speed/cost optimized). Vision 1235, MMLU-Pro 83.2%.