Search Capability Leaderboard
DeepSeek V4.1 Flash (1017)
DeepSeekOpen weights
Evaluated
#17 in Search Intelligence / #6 in Search Efficiency
Search Intelligence Score
68.9
+36.0 lift from search
050100
- Lift from search
- +36.0
- 32.9 without search
- Cost per 1K tasks
- $125
- #6 in Search Efficiency
Accuracy by benchmark
Accuracy on each eval, with search (solid) and without (light).
- DSQA84.6 vs 46.6
- HLE53.0 vs 40.0
- WISER69.0 vs 12.0
Cost per 1K tasks
How the cost splits between model inference, search calls, and page extraction.
- Inference
- $58.2
- 46%
- Search
- $21.6
- 17%
- Extract
- $45.4
- 36%
Compared with
Other models from the same provider alongside models that score closest.
- DS Flash 4.1 101768.9Cost $125 / Lift +36.0
- DS Flash 4.162.7Cost $35.8 / Lift +35.7
- DS Pro58.4Cost $110 / Lift +27.9
- MiniMax M3.1 Flash68.8Cost $43.8 / Lift +41.7
- Pareto 26.1068.6Cost $116 / Lift +33.8
| Model | Score | Lift | Cost per 1K tasks |
|---|---|---|---|
| DeepSeek V4.1 Flash (1017) | 68.9 | +36.0 | $125 |
| DS Flash 4.1DeepSeek V4.1 Flash | 62.7 | +35.7 | $35.8 |
| DS ProDeepSeek V4 Pro | 58.4 | +27.9 | $110 |
| MiniMax M3.1 FlashMiniMax M3.1 Flash | 68.8 | +41.7 | $43.8 |
| Pareto 26.10Pareto 26.10 | 68.6 | +33.8 | $116 |
Search Intelligence Score averages accuracy on DSQA, HLE, and WISER with equal weight; cost is averaged the same way, with cost shown per 1,000 tasks. Evaluated . Leaderboard last updated . Full methodology.
# DeepSeek V4.1 Flash (1017) / Search Capability Leaderboard
- Search Intelligence Score: 68.9 (#17 in Search Intelligence)
- Without search: 32.9 / Lift from search +36.0
- Cost per 1K tasks: $125 (#6 in Search Efficiency)
- Evaluated:
- Lab: DeepSeek / Weights: Open weights / Model id: deepseek/deepseek-v4.1-flash-1017
## Accuracy by benchmark
| Suite | With search | Without search |
|---|---|---|
| DSQA | 84.6 | 46.6 |
| HLE | 53.0 | 40.0 |
| WISER | 69.0 | 12.0 |
## Compared with
| Model | Score | Lift | Cost per 1K tasks |
|---|---|---|---|
| DeepSeek V4.1 Flash (1017) | 68.9 | +36.0 | $125 |
| DeepSeek V4.1 Flash | 62.7 | +35.7 | $35.8 |
| DeepSeek V4 Pro | 58.4 | +27.9 | $110 |
| MiniMax M3.1 Flash | 68.8 | +41.7 | $43.8 |
| Pareto 26.10 | 68.6 | +33.8 | $116 |
Leaderboard last updated . Methodology: /leaderboard#methodology