HOST DIAGNOSTIC · Google

Gemma 4

Gemma 4 · ACTIVE· Gemini· CLOSED
ACTIVE
ATTRIBUTE MATRIX · ATRBT GROUP 01
Bulk Apperception
[13]
Reasoning
[14]
Math Precision
[14]
Code Generation
[13]
World Knowledge
[13]
Scientific Acumen
[14]
Instruction Following
[15]
Context Fidelity
[15]
Candor
[14]
Creativity
[14]
Multi-turn Coherence
[14]
Multimodal Fluency
[14]
Tool Use
[14]
Planning
[14]
Self-Correction
[13]
Tenacity
[13]
Safety Alignment
[15]
Calibration
[14]
Speed
[18]
Cost Efficiency
[19]
HOST TELEMETRY
AVG
14.3
/20
BEST
19
Cost Efficiency
WEAK
13
Bulk Apperception
PARAMETERS
Undisclosed
CONTEXT
PRICING
STATUS
ACTIVE
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperce…
13
Reasoning
14
Mathematical…
14
World Knowle…
13
Scientific A…
14
Technical
Code Generat…
13
Tool Use
14
Multimodal F…
14
Speed
18
Cost Efficie…
19
Behavioral
Candor
14
Creativity
14
Tenacity
13
Self-Correct…
13
Calibration
14
Operational
Instruction …
15
Context Fide…
15
Multi-turn C…
14
Planning and…
14
Safety Align…
15
SCORING METHODOLOGY
RECALIBRATED per ADR-NM108 (April 17, 2026). No Arena Text ELO; gemma-4-31b added to Document Arena April 14. Reasoning 16→14, Code 15→13, Bulk 15→13 (scored conservatively without Arena provenance). Speed 18 + Cost 19 validated (4 sizes from E2B to 31B Dense, designed for local + edge). Released April 2, 2026. Google's strongest open model family.