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gpt-6-astra

gpt-6-astra has 5 tested configurations. Its highest published overall score is 88.80 at xhigh. Inspect dimension scores, evaluation time, and reference cost below.

Overall score88.80

gpt-6-astra · xhigh

Backend engineering
95
Frontend interaction
96
Knowledge & Reasoning
95
Visual aesthetics
75
Maintainability
61
Evaluation time
83m 56s
Reference cost
$7.01

Complete evaluation · API reference cost

Overall rank 2 / 44 models · Best tested effortBackend tested · 9/21/2026Tasks & methodology

Results by reasoning effort

Swipe to see all results →

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

Service logic, error handling, and test verification.

Contracts and boundaries19 / 20

API contracts, input validation, and boundary behavior.

Retries and failures19 / 20

Error recovery, retry conditions, and failure handling.

CI and adversarial review19 / 20

Verification plans, risk detection, and audit evidence.

Transactions and consistency18 / 20

State transitions, concurrency control, and data consistency.

Caching and regression20 / 20

Cache invalidation, data updates, and regression coverage.

What changes with higher reasoning effort

Compare overall scores, cost, and time across neighboring tested efforts.

high xhigh
Overall
+4.0 pts
84.85 88.80
Reference cost
+$2.61
$4.40 $7.01
Evaluation time
+5.1%
79m 52s 83m 56s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes