deepseek-v4.1-flash
Compare tested reasoning efforts on private datasets. Scores and costs come from their recorded evaluations.
deepseek-v4.1-flash · max
- Backend & testing
- 62
- Frontend & interaction
- 88
- Knowledge & reasoning
- 65
- Evaluation time
- 35m 40s
- Reference cost
- $0.41
Totals for all three evaluations at this configuration; cost estimated from API usage.
Overall rank 17 / 33 models · Best tested effort
Backend tested · 9/21/2026
Published summary scores use the same effort. Axes may be evaluated on different dates; a backend date refers only to backend testing.
View task coverage and scoring →What changes with more effort
Compare scores, cost and time at neighboring tested efforts.
- Overall score
- +20.1 pts 50.6 → 70.7
- Reference cost
- +$0.12 $0.29 → $0.41
- Evaluation time
- +19.7% 29m 47s → 35m 40s
Results by reasoning effort
Select two or three configurations to compare scores and costs.
Swipe to see all results →
| Model / effort | Overall | Backend & testing | Frontend & interaction | Knowledge & reasoning | Evaluation time | Reference cost | Compare |
|---|---|---|---|---|---|---|---|
| high | 50.6 | 56 | 44 | 50 | 29m 47s | $0.29 | |
| max | 70.7 | 62 | 88 | 65 | 35m 40s | $0.41 |
How to read these results
The summary uses the same configuration as the highest overall score. A complete overall score requires all three axes; missing results appear as dashes.
Data snapshot published 10/1/2026