deepseek-v4-flash
deepseek-v4-flash has 2 tested configurations. Its highest published overall score is 60.50 at high. See the axis results, time and cost below.
Overall score60.50
deepseek-v4-flash · high
- Backend engineering
- 58
- Frontend interaction
- 76
- Knowledge & reasoning
- 55
- Visual aesthetics
- 61
- Maintainability
- 53
- Evaluation time
- 98m 25s
- Reference cost
- $0.42
Complete evaluation · API reference cost
Score breakdown
- Overall
- 60.50
- Evaluation time
- 98m 25s
- Reference cost
- $0.42
Service logic, error handling and verification.
Contracts and boundaries8 / 20
API contracts, input validation and boundary behavior.
Retries and failures16 / 20
Recovery, retry conditions and failure handling.
CI and adversarial review11 / 20
Verification plans, risk detection and audit evidence.
Transactions and consistency10 / 20
State transitions, concurrency and consistency.
Caching and regression13 / 20
Invalidation, data updates and regression coverage.
What changes with more effort
Compare scores, cost and time at neighboring tested efforts.
high max
- Overall score
- −4.4 pts 60.50 → 56.10
- Reference cost
- +$0.18 $0.42 → $0.60
- Evaluation time
- −9.4% 98m 25s → 89m 12s
Results by reasoning effort
Swipe to see all results →
| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Visual aesthetics | Maintainability | Evaluation time | Reference cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| high | 60.50 | 58 | 76 | 55 | 61 | 53 | 98m 25s | $0.42 | |
| max | 56.10 | 54 | 61 | 55 | 61 | 47 | 89m 12s | $0.60 |
Data snapshot published · 10/13/2026Scoring & cost notes