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gpt-6-astra

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

Frontend interaction96

gpt-6-astra · high

Backend engineering
92
Frontend interaction
96
Knowledge & Reasoning
85
Visual aesthetics
70
Maintainability
70
Evaluation time
21m 14s
Reference cost
$0.72

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
85.25909485787061m 27s$3.70
84.00918985757072m 41s$3.76
84.85929685707079m 52s$4.40
88.80959695756183m 56s$7.01
88.50979495736193m 26s$8.35

Score breakdown

Overall score
84.85
Evaluation time
79m 52s
Reference cost
$4.40

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
+7.0 pts
89.00 96.00
Reference cost
+$0.11
$0.61 $0.72
Evaluation time
+4.3%
20m 21s 21m 14s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes