k2.8
k2.8 · max, showing frontend interaction. Results for all tested efforts are available below.
Published results1 / 5 axes
No overall score until all axes are published.
k2.8 · max
- Backend engineering
- —
- Frontend interaction
- —
- Knowledge & Reasoning
- 70
- Visual aesthetics
- —
- Maintainability
- —
- Evaluation time
- —
- Reference cost
- —
Frontend interaction · Evaluation time & API cost
Results by reasoning effort
Swipe to see all results →
| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & Reasoning | Visual aesthetics | Maintainability | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 63.55 | 54 | 72 | 70 | 57 | 53 | 70m 58s | $0.66 | ||
| — | — | — | 70 | — | — | 53m 24s | $0.59 |
Score breakdown
- Overall score
- —
- Evaluation time
- —
- Reference cost
- N/A
Interface behavior, user interactions, and state feedback.
Layout and adaptation—
Content organization, layout constraints, and responsive adaptation.
Interaction behavior—
Input response, completed workflows, and edge-case interactions.
State continuity—
State propagation, recovery, and continuity across actions.
Accessibility and feedback—
Control semantics, accessibility support, and clear feedback.
State validation and regression—
Expected-state verification and behavioral regression checks.
Subscores are not available for this configuration.
What changes with higher reasoning effort
Compare frontend interaction scores, cost, and time across neighboring tested efforts.
high max
- Frontend interaction
- — 72.00 → —
- Reference cost
- — $0.25 → —
- Evaluation time
- — 23m 59s → —
Data snapshot published · 10/27/2026Scoring & cost notes