← Back to model rankings
ModelDial · Model results

QoDuck

QoDuck · xhigh, showing knowledge & reasoning. Results for all tested efforts are available below.

Knowledge & reasoning85

QoDuck · xhigh

Backend engineering
70
Frontend interaction
80
Knowledge & reasoning
85
Visual aesthetics
64
Maintainability
55
Evaluation time
20m 11s
Cost
—

Knowledge & reasoning · Evaluation time & API cost

Tasks & methodology

Tested configuration

Swipe to see all results →

Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
75.65708085645544m 58s—

Score breakdown

Overall score
75.65
Evaluation time
44m 58s
Cost
N/A

Cross-disciplinary knowledge and complex problem solving.

Mathematical reasoning10 / 15

Mathematical knowledge, deduction and calculation accuracy.

Computer science & AI15 / 15

Computing principles, algorithms and AI knowledge.

Science and engineering5 / 10

Scientific principles, quantitative analysis and engineering problems.

Life sciences and medicine20 / 20

Biological knowledge, mechanisms and domain-specific reasoning.

Humanities and general knowledge35 / 40

Humanities, social knowledge, conceptual distinctions and synthesis.

Data snapshot published · 11/13/2026Scoring & cost notes