HOST DIAGNOSTIC · Meta
Muse Spark
Muse Spark· Llama· PROPRIETARY
ACTIVE
HOST IDENTIFICATION
Meta
Muse Spark
ACTIVE
AVG SCORE
[11.4]
CAPABLE
STRONGEST
Multimodal Fluency
[14]
WEAKEST
Tool Use
[10]
MAXED (20/20)
0
of 20 attributes
20-DIMENSION EVALUATION
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperception
12
Reasoning
12
Mathematical Precision
11
World Knowledge
12
Scientific Acumen
11
Technical
Code Generation
12
Tool Use
10
Multimodal Fluency
14
Speed
12
Cost Efficiency
10
Behavioral
Candor
11
Creativity
12
Tenacity
11
Self-Correction
11
Calibration
10
Operational
Instruction Following
12
Context Fidelity
11
Multi-turn Coherence
11
Planning and Execution
11
Safety Alignment
12
SCORING METHODOLOGY
CALIBRATED. Meta's 2026 frontier chat model. Arena Text: #3 at 1495 ELO → Reasoning 15 (1450-1499 band). Arena Vision: #3 at 1292 ELO → Multimodal 17 (vision frontier). Tool Use scored conservatively at 13 — Meta models historically less mature on function calling vs Anthropic/Google. Speed: 15 (Meta inference infrastructure is fast). Cost Efficiency: 13 (frontier pricing, exact $/M not yet confirmed at snapshot time).