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GPT-6.1 Terra

GPT-6.1 Terra has 5 tested configurations. Its highest published overall score is 86.3 at max. Inspect dimension scores, evaluation time, and cost below.

Overall score86.3

GPT-6.1 Terra · max

Backend engineering
89
Frontend interaction
84
Knowledge & reasoning
85
Evaluation time
21m 30s
Cost
$0.85

Complete evaluation · API cost

Overall rank 7 / 52 models · Best tested effortBackend tested · 10/27/2026Tasks & methodology

Results by reasoning effort

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningTotal eval. timeTotal ref. costCompare
70.15378858m 30s$0.35
69.45583759m 1s$0.35
67.35581709m 9s$0.39
74.873777510m 26s$0.42
86.389848521m 30s$0.85

Score breakdown

Overall score
86.3
Evaluation time
21m 30s
Cost
$0.85

Service logic, error handling and verification.

Contracts and boundaries17 / 20

API contracts, input validation and boundary behavior.

Retries and failures17 / 20

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 and consistency.

Caching and regression20 / 20

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
+11.5 pts
74.8 86.3
Cost
+$0.43
$0.42 $0.85
Evaluation time
+105.9%
10m 26s 21m 30s
View full comparison
Data snapshot published · 11/13/2026Scoring & cost notes