← Back to model rankings
ModelDial · Model results

gpt-5.6-luna

gpt-5.6-luna · high, showing frontend interaction. Results for all tested efforts are available below.

Frontend interaction52

gpt-5.6-luna · high

Backend engineering
49
Frontend interaction
52
Knowledge & Reasoning
15
Visual aesthetics
55
Maintainability
46
Evaluation time
8m 23s
Reference cost
$0.023

Frontend interaction · Evaluation time & API cost

Tasks & methodology

Results by reasoning effort

Swipe to see all results →

Model / effortOverallBackend engineeringFrontend interactionKnowledge & ReasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
—32185——52m 31s$0.067
—511325——18m 22s$0.084
38.30495215554632m 18s$0.14
52.35568325665975m 23s$0.16
52.30657825596186m 14s$0.35

Score breakdown

Overall score
38.30
Evaluation time
32m 18s
Reference cost
$0.14

Interface behavior, user interactions, and state feedback.

Layout and adaptation13 / 20

Content organization, layout constraints, and responsive adaptation.

Interaction behavior17 / 20

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

State continuity5 / 20

State propagation, recovery, and continuity across actions.

Accessibility and feedback4 / 15

Control semantics, accessibility support, and clear feedback.

State validation and regression13 / 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
+39.0 pts
13.00 52.00
Reference cost
+$0.010
$0.013 $0.023
Evaluation time
+82.0%
4m 36s 8m 23s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes