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gpt-6.1-terra

gpt-6.1-terra · max, showing overall score. Results for all tested efforts are available below.

Overall score80.05

gpt-6.1-terra · max

Backend engineering
89
Frontend interaction
84
Knowledge & Reasoning
85
Visual aesthetics
64
Maintainability
61
Evaluation time
21m 30s
Reference cost
$0.85

Complete evaluation · API reference cost

Overall rank 8 / 44 models · Best tested effortBackend tested · 10/27/2026Tasks & methodology

Results by reasoning effort

Swipe to see all results →

Model / effortOverallBackend engineeringFrontend interactionKnowledge & ReasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
70.7053808553648m 30s$0.35
67.2055857547599m 1s$0.35
67.3555837059649m 9s$0.39
71.70768175536110m 26s$0.42
80.05898485646121m 30s$0.85

Score breakdown

Overall score
80.05
Evaluation time
21m 30s
Reference cost
$0.85

Service logic, error handling, and test verification.

Contracts and boundaries17 / 20

API contracts, input validation, and boundary behavior.

Retries and failures17 / 20

Error recovery, retry conditions, and failure handling.

CI and adversarial review17 / 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.

xhigh max
Overall
+8.3 pts
71.70 80.05
Reference cost
+$0.43
$0.42 $0.85
Evaluation time
+105.9%
10m 26s 21m 30s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes