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gpt-6-astra

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

Frontend interaction96

gpt-6-astra · xhigh

Backend engineering
95
Frontend interaction
96
Knowledge & Reasoning
95
Visual aesthetics
75
Maintainability
61
Evaluation time
16m 21s
Reference cost
$1.51

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
88.80
Evaluation time
83m 56s
Reference cost
$7.01

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 regression23 / 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
0.0 pts
96.00 96.00
Reference cost
+$0.79
$0.72 $1.51
Evaluation time
−23.0%
21m 14s 16m 21s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes