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claude-opus-5

claude-opus-5 · max, showing knowledge & reasoning. Results for all tested efforts are available below.

Knowledge & Reasoning95

claude-opus-5 · max

Backend engineering
70
Frontend interaction
87
Knowledge & Reasoning
95
Visual aesthetics
73
Maintainability
61
Evaluation time
40m 24s
Reference cost
$1.66

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
76.95688590615766m 37s$4.06
77.75748785665980m 26s$5.68
81.70708795736192m 12s$7.99

Score breakdown

Overall score
81.70
Evaluation time
92m 12s
Reference cost
$7.99

Cross-disciplinary knowledge and complex problem solving.

Mathematical reasoning15 / 15

Mathematical concepts, logical deduction, and calculation accuracy.

Computer science & AI10 / 15

Computing systems, algorithms, and AI principles.

Science and engineering10 / 10

Scientific principles, quantitative analysis, and engineering problem solving.

Life sciences and medicine20 / 20

Biological mechanisms, medical knowledge, and domain-specific reasoning.

Humanities and general knowledge40 / 40

Humanities, social sciences, 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
85.00 95.00
Reference cost
+$1.17
$0.49 $1.66
Evaluation time
+13.4%
35m 37s 40m 24s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes