HOST DIAGNOSTIC · Meta
Llama 4 Maverick
Llama 4 Maverick· Llama· OPEN WEIGHTS
ACTIVE
HOST IDENTIFICATION
Meta
Llama 4 Maverick
ACTIVE
AVG SCORE
[9.3]
LIMITED
STRONGEST
Cost Efficiency
[14]
WEAKEST
Candor
[8]
MAXED (20/20)
0
of 20 attributes
20-DIMENSION EVALUATION
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperception
10
Reasoning
10
Mathematical Precision
9
World Knowledge
9
Scientific Acumen
9
Technical
Code Generation
10
Tool Use
8
Multimodal Fluency
9
Speed
11
Cost Efficiency
14
Behavioral
Candor
8
Creativity
9
Tenacity
8
Self-Correction
8
Calibration
8
Operational
Instruction Following
10
Context Fidelity
10
Multi-turn Coherence
9
Planning and Execution
9
Safety Alignment
8
SCORING METHODOLOGY
RECALIBRATED. Prior scores 6-8 were under-scored; Arena ~1360 maps to low end of 12-14 band. Scored conservatively at 10-11 given uncertainty on Arena estimate. Llama 4 Maverick uses MoE architecture with 17B active params. Open weights. Cost Efficiency 16 validated (self-hosting value). Speed kept at 12 (efficient inference).