DeepSeek V4 Flash Vision Exp
DeepSeek V4 Flash Vision Exp has 2 tested configurations. Its highest published overall score is 55.5 at high. Inspect dimension scores, evaluation time, and cost below.
Overall score55.5
DeepSeek V4 Flash Vision Exp · high
- Backend engineering
- 57
- Frontend interaction
- 39
- Knowledge & reasoning
- 70
- Evaluation time
- 88m 43s
- Cost
- $0.32
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 |
|---|---|---|---|---|---|---|---|
| 55.5 | 57 | 39 | 70 | 88m 43s | $0.32 | ||
| 49.6 | 64 | 15 | 65 | 93m 29s | $0.51 |
Score breakdown
- Overall score
- 55.5
- Evaluation time
- 88m 43s
- Cost
- $0.32
Service logic, error handling and verification.
Contracts and boundaries8 / 20
API contracts, input validation and boundary behavior.
Retries and failures14 / 20
Recovery, retry conditions and failure handling.
CI and adversarial review12 / 20
Verification plans, risk detection and audit evidence.
Transactions and consistency12 / 20
State transitions, concurrency and consistency.
Caching and regression11 / 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
- −5.9 pts 55.5 → 49.6
- Cost
- +$0.19 $0.32 → $0.51
- Evaluation time
- +5.4% 88m 43s → 93m 29s
Data snapshot published · 11/13/2026Scoring & cost notes