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gpt-6-luna

gpt-6-luna · high, showing knowledge & reasoning. Results for all tested efforts are available below.

Knowledge & Reasoning50

gpt-6-luna · high

Backend engineering
44
Frontend interaction
50
Knowledge & Reasoning
50
Visual aesthetics
68
Maintainability
47
Evaluation time
32m 23s
Reference cost
$0.022

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
37.85234925645139m 27s—
39.85245625645539m 46s$0.032
34.0029342553476m 28s$0.050
51.20445050684748m 0s$0.042
62.00628050685963m 52s$0.061
53.80617730685572m 51s—

Score breakdown

Overall score
51.20
Evaluation time
48m 0s
Reference cost
$0.042

Cross-disciplinary knowledge and complex problem solving.

Mathematical reasoning5 / 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 medicine10 / 20

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

Humanities and general knowledge15 / 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.

medium high
Knowledge & Reasoning
+25.0 pts
25.00 50.00
Reference cost
+$0.004
$0.018 $0.022
Evaluation time
+21.0%
26m 46s 32m 23s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes