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k3

k3 has 1 tested configurations. Its highest published overall score is 71.60 at high. Inspect dimension scores, evaluation time, and reference cost below.

Overall score71.60

k3 · high

Backend engineering
70
Frontend interaction
85
Knowledge & Reasoning
70
Visual aesthetics
68
Maintainability
59
Evaluation time
158m 17s
Reference cost
$3.28

Complete evaluation · API reference cost

Overall rank 19 / 44 models · Best tested effortBackend tested · 9/10/2026Tasks & methodology

Tested configuration

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & ReasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
71.607085706859158m 17s$3.28

Score breakdown

Overall score
71.60
Evaluation time
158m 17s
Reference cost
$3.28

Service logic, error handling, and test verification.

Contracts and boundaries16 / 20

API contracts, input validation, and boundary behavior.

Retries and failures15 / 20

Error recovery, retry conditions, and failure handling.

CI and adversarial review14 / 20

Verification plans, risk detection, and audit evidence.

Transactions and consistency12 / 20

State transitions, concurrency control, and data consistency.

Caching and regression13 / 20

Cache invalidation, data updates, and regression coverage.

Data snapshot published · 10/27/2026Scoring & cost notes