HOST DIAGNOSTIC · Alibaba

Qwen 3.5

Qwen 3.5 · ACTIVE· Qwen· CLOSED
ACTIVE
ATTRIBUTE MATRIX · ATRBT GROUP 01
Bulk Apperception
[14]
Reasoning
[15]
Math Precision
[14]
Code Generation
[14]
World Knowledge
[14]
Scientific Acumen
[14]
Instruction Following
[15]
Context Fidelity
[14]
Candor
[14]
Creativity
[13]
Multi-turn Coherence
[13]
Multimodal Fluency
[13]
Tool Use
[12]
Planning
[13]
Self-Correction
[12]
Tenacity
[12]
Safety Alignment
[13]
Calibration
[14]
Speed
[19]
Cost Efficiency
[20]
HOST TELEMETRY
AVG
14.1
/20
BEST
20
Cost Efficiency
WEAK
12
Tool Use
PARAMETERS
Undisclosed
CONTEXT
PRICING
STATUS
ACTIVE
ATTRIBUTE SCORES · 20 DIMENSIONS
Cognitive
Bulk Apperce…
14
Reasoning
15
Mathematical…
14
World Knowle…
14
Scientific A…
14
Technical
Code Generat…
14
Tool Use
12
Multimodal F…
13
Speed
19
Cost Efficie…
20
Behavioral
Candor
14
Creativity
13
Tenacity
12
Self-Correct…
12
Calibration
14
Operational
Instruction …
15
Context Fide…
14
Multi-turn C…
13
Planning and…
13
Safety Align…
13
SCORING METHODOLOGY
RECALIBRATED per ADR-NM108 (April 17, 2026). Model Family + Provider corrected from Other to Qwen/Alibaba. Scores 13-15 kept stable — no Arena ELO available for precise calibration but range is consistent with strong open-weight positioning. 2B variant runs on iPhone with 4GB RAM. Apache 2.0 license. Edge AI flagship. Cost Efficiency 20 + Speed 19 validated (edge deployment = essentially free).