HOST DIAGNOSTIC · MiniMax
MiniMax M2.5
MiniMax M2.5· MiniMax· PROPRIETARY
ACTIVE
HOST IDENTIFICATION
MiniMax
MiniMax M2.5
ACTIVE
AVG SCORE
[10.1]
CAPABLE
STRONGEST
Cost Efficiency
[13]
WEAKEST
Scientific Acumen
[9]
MAXED (20/20)
0
of 20 attributes
20-DIMENSION EVALUATION
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperception
10
Reasoning
10
Mathematical Precision
10
World Knowledge
10
Scientific Acumen
9
Technical
Code Generation
12
Tool Use
9
Multimodal Fluency
10
Speed
11
Cost Efficiency
13
Behavioral
Candor
11
Creativity
11
Tenacity
9
Self-Correction
9
Calibration
9
Operational
Instruction Following
10
Context Fidelity
10
Multi-turn Coherence
9
Planning and Execution
10
Safety Alignment
10
SCORING METHODOLOGY
RECALIBRATED. Significant downward adjustment: scores 15-18 had no Arena provenance. Code Gen 18→16 (SWE-bench 80.2% = 15-17 band). Reasoning 17→14, Bulk 17→14, IF 17→14 (no Arena ELO to anchor). Cost 19→18 ($0.30/$1.20 per M tokens is extraordinary but not edge-level free). Family + Provider corrected from Other to MiniMax. Config label: 'The Dark Horse' reassigned to DeepSeek R1, changed to 'The Value Play'.