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Muse Wonder

Muse Wonder · max, showing knowledge & reasoning. Results for all tested efforts are available below.

Knowledge & reasoning90

Muse Wonder · max

Backend engineering
78
Frontend interaction
80
Knowledge & reasoning
90
Visual aesthetics
73
Maintainability
59
Evaluation time
19m 2s
Cost
$3.37

Knowledge & reasoning · Evaluation time & API cost

Tasks & methodology

Results by reasoning effort

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
65.8567756068599m 50s$2.49
73.60727480685919m 41s$3.30
75.65728180735730m 45s$5.11
80.30788090735940m 8s$6.78

Score breakdown

Overall score
80.30
Evaluation time
40m 8s
Cost
$6.78

Cross-disciplinary knowledge and complex problem solving.

Mathematical reasoning15 / 15

Mathematical knowledge, deduction and calculation accuracy.

Computer science & AI15 / 15

Computing principles, algorithms and AI knowledge.

Science and engineering10 / 10

Scientific principles, quantitative analysis and engineering problems.

Life sciences and medicine15 / 20

Biological knowledge, mechanisms and domain-specific reasoning.

Humanities and general knowledge35 / 40

Humanities, social knowledge, conceptual distinctions and synthesis.

What changes with higher reasoning effort

Compare knowledge & reasoning scores, cost, and time across neighboring tested efforts.

xhigh max
Knowledge & reasoning
+10.0 pts
80.00 90.00
Cost
+$1.13
$2.24 $3.37
Evaluation time
+16.7%
16m 18s 19m 2s
View full comparison
Data snapshot published · 11/13/2026Scoring & cost notes