ModelDial · Model results

gpt-6-luna

gpt-6-luna has 5 tested configurations. Its highest published overall score is 62.00 at xhigh. See the axis results, time and cost below.

Overall score62.00

gpt-6-luna · xhigh

Backend engineering
62
Frontend interaction
80
Knowledge & reasoning
50
Visual aesthetics
68
Maintainability
59
Evaluation time
63m 52s
Reference cost
$0.061

Complete evaluation · API reference cost

Overall rank 28 / 39 models · Best tested effortBackend tested · 9/23/2026Tasks & methodology

Score breakdown

Overall
62.00
Evaluation time
63m 52s
Reference cost
$0.061

Service logic, error handling and verification.

Contracts and boundaries10 / 20

API contracts, input validation and boundary behavior.

Retries and failures16 / 20

Recovery, retry conditions and failure handling.

CI and adversarial review9 / 20

Verification plans, risk detection and audit evidence.

Transactions and consistency13 / 20

State transitions, concurrency and consistency.

Caching and regression14 / 20

Invalidation, data updates and regression coverage.

What changes with more effort

Compare scores, cost and time at neighboring tested efforts.

high xhigh
Overall score
+10.8 pts
51.20 62.00
Reference cost
+$0.019
$0.042 $0.061
Evaluation time
+33.0%
48m 0s 63m 52s
View full comparison

Results by reasoning effort

Swipe to see all results →

Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningVisual aestheticsMaintainabilityEvaluation timeReference costCompare
low37.85234925645139m 27s—
medium39.85245625645539m 46s$0.032
high51.20445050684748m 0s$0.042
xhigh62.00628050685963m 52s$0.061
max53.80617730685572m 51s—
Data snapshot published · 10/13/2026Scoring & cost notes