DeepSeek V4 Flash
DeepSeek V4 Flash has 2 tested configurations. Its highest published overall score is 57.8 at high. Inspect dimension scores, evaluation time, and cost below.
Overall score57.8
DeepSeek V4 Flash · high
- Backend engineering
- 53
- Frontend interaction
- 67
- Knowledge & reasoning
- 55
- Evaluation time
- 98m 25s
- Cost
- $0.42
Complete evaluation · API cost
Results by reasoning effort
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|
| 57.8 | 53 | 67 | 55 | 98m 25s | $0.42 | ||
| 54.6 | 54 | 55 | 55 | 89m 12s | $0.60 |
Score breakdown
- Overall score
- 57.8
- Evaluation time
- 98m 25s
- 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 regression8 / 20
Invalidation, data updates and regression coverage.
What changes with higher reasoning effort
Compare overall scores, cost, and time across neighboring tested efforts.
high max
- Overall
- −3.2 pts 57.8 → 54.6
- Cost
- +$0.18 $0.42 → $0.60
- Evaluation time
- −9.4% 98m 25s → 89m 12s
Data snapshot published · 11/13/2026Scoring & cost notes