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gpt-6-sol

gpt-6-sol · low, showing frontend interaction. Results for all tested efforts are available below.

Frontend interaction81

gpt-6-sol · low

Backend engineering
54
Frontend interaction
81
Knowledge & Reasoning
70
Visual aesthetics
61
Maintainability
59
Evaluation time
6m 12s
Reference cost
$0.11

Frontend interaction · Evaluation time & API cost

Tasks & methodology

Results by reasoning effort

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & ReasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
66.55548170615933m 0s$0.59
69.50708565616635m 34s$0.77
71.65768170616631m 45s$0.81
78.90809475756639m 22s$1.10
76.55809070756835m 40s$1.14

Score breakdown

Overall score
66.55
Evaluation time
33m 0s
Reference cost
$0.59

Interface behavior, user interactions, and state feedback.

Layout and adaptation18 / 20

Content organization, layout constraints, and responsive adaptation.

Interaction behavior20 / 20

Input response, completed workflows, and edge-case interactions.

State continuity15 / 20

State propagation, recovery, and continuity across actions.

Accessibility and feedback13 / 15

Control semantics, accessibility support, and clear feedback.

State validation and regression15 / 25

Expected-state verification and behavioral regression checks.

What changes with higher reasoning effort

Compare frontend interaction scores, cost, and time across neighboring tested efforts.

low medium
Frontend interaction
+4.0 pts
81.00 85.00
Reference cost
+$0.047
$0.11 $0.15
Evaluation time
−34.1%
6m 12s 4m 5s
View full comparison

Model and effort comparisons

Data snapshot published · 10/27/2026Scoring & cost notes