HOST DIAGNOSTIC · Google
Gemma 3
Gemma 3· Gemma· OPEN WEIGHTS
ACTIVE
HOST IDENTIFICATION
Google
Gemma 3
ACTIVE
AVG SCORE
[11.1]
CAPABLE
STRONGEST
Cost Efficiency
[19]
WEAKEST
Self-Correction
[9]
MAXED (20/20)
0
of 20 attributes
20-DIMENSION EVALUATION
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperception
11
Reasoning
12
Mathematical Precision
10
World Knowledge
11
Scientific Acumen
10
Technical
Code Generation
11
Tool Use
10
Multimodal Fluency
10
Speed
17
Cost Efficiency
19
Behavioral
Candor
10
Creativity
10
Tenacity
9
Self-Correction
9
Calibration
10
Operational
Instruction Following
11
Context Fidelity
11
Multi-turn Coherence
10
Planning and Execution
10
Safety Alignment
11
SCORING METHODOLOGY
RECALIBRATED. Gen 1 data was copy-pasted from Gemma 4 — all scores + slug + version were identical. Fixed: Gemma 3 is the previous generation, scored 2-3 pts below Gemma 4. Released March 2025. Previous-gen Google open model. Slug corrected from 'gemma-4' to 'gemma-3'. Version corrected.