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gpt-6.1-sol

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

Frontend interaction83

gpt-6.1-sol · medium

Backend engineering
89
Frontend interaction
83
Knowledge & Reasoning
90
Visual aesthetics
73
Maintainability
70
Evaluation time
7m 56s
Reference cost
$0.24

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
83.85
Evaluation time
28m 54s
Reference cost
$1.41

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 regression17 / 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
−11.0 pts
94.00 83.00
Reference cost
+$0.032
$0.21 $0.24
Evaluation time
+27.9%
6m 12s 7m 56s
View full comparison

Model and effort comparisons

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