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gpt-6.1-sol

gpt-6.1-sol · xhigh, showing frontend interaction. Results for all tested efforts are available below.

Frontend interaction94

gpt-6.1-sol · xhigh

Backend engineering
90
Frontend interaction
94
Knowledge & Reasoning
85
Visual aesthetics
66
Maintainability
70
Evaluation time
33m 11s
Reference cost
$0.16

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
83.90849485757324m 22s$1.33
83.85898390737028m 54s$1.41
84.65919685707042m 39s$1.56
83.45909485667074m 41s$1.62
86.60959690667062m 9s$1.69

Score breakdown

Overall score
83.45
Evaluation time
74m 41s
Reference cost
$1.62

Interface behavior, user interactions, and state feedback.

Layout and adaptation20 / 20

Content organization, layout constraints, and responsive adaptation.

Interaction behavior20 / 20

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

State continuity20 / 20

State propagation, recovery, and continuity across actions.

Accessibility and feedback13 / 15

Control semantics, accessibility support, and clear feedback.

State validation and regression21 / 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.

high xhigh
Frontend interaction
−2.0 pts
96.00 94.00
Reference cost
−$0.12
$0.28 $0.16
Evaluation time
+126.7%
14m 38s 33m 11s
View full comparison

Model and effort comparisons

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