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gpt-5.6-luna

gpt-5.6-luna · xhigh, showing knowledge & reasoning. Results for all tested efforts are available below.

Knowledge & Reasoning25

gpt-5.6-luna · xhigh

Backend engineering
56
Frontend interaction
83
Knowledge & Reasoning
25
Visual aesthetics
66
Maintainability
59
Evaluation time
39m 15s
Reference cost
$0.067

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
—32185——52m 31s$0.067
—511325——18m 22s$0.084
38.30495215554632m 18s$0.14
52.35568325665975m 23s$0.16
52.30657825596186m 14s$0.35

Score breakdown

Overall score
52.35
Evaluation time
75m 23s
Reference cost
$0.16

Cross-disciplinary knowledge and complex problem solving.

Mathematical reasoning5 / 15

Mathematical concepts, logical deduction, and calculation accuracy.

Computer science & AI0 / 15

Computing systems, algorithms, and AI principles.

Science and engineering0 / 10

Scientific principles, quantitative analysis, and engineering problem solving.

Life sciences and medicine5 / 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.

high xhigh
Knowledge & Reasoning
+10.0 pts
15.00 25.00
Reference cost
+$0.016
$0.051 $0.067
Evaluation time
+678.4%
5m 3s 39m 15s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes