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gpt-6.1-sol

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

Frontend interaction96

gpt-6.1-sol · high

Backend engineering
91
Frontend interaction
96
Knowledge & Reasoning
85
Visual aesthetics
70
Maintainability
70
Evaluation time
14m 38s
Reference cost
$0.28

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
84.65
Evaluation time
42m 39s
Reference cost
$1.56

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 feedback15 / 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.

medium high
Frontend interaction
+13.0 pts
83.00 96.00
Reference cost
+$0.034
$0.24 $0.28
Evaluation time
+84.4%
7m 56s 14m 38s
View full comparison

Model and effort comparisons

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