Search Capability Leaderboard
Pareto 26.10
Unbiased AIClosed
Evaluated
#19 in Search Intelligence / #4 in Search Efficiency
Search Intelligence Score
68.6
+33.8 lift from search
050100
- Lift from search
- +33.8
- 34.8 without search
- Cost per 1K tasks
- $116
- #4 in Search Efficiency
Accuracy by benchmark
Accuracy on each eval, with search (solid) and without (light).
- DSQA84.8 vs 52.5
- HLE43.0 vs 37.0
- WISER78.0 vs 15.0
Cost per 1K tasks
How the cost splits between model inference, search calls, and page extraction.
- Inference
- $106
- 91%
- Search
- $3.31
- 3%
- Extract
- $6.98
- 6%
Compared with
Other models from the same provider alongside models that score closest.
- Pareto 26.1068.6Cost $116 / Lift +33.8
- Pareto 26.972.5Cost $184 / Lift +32.8
- MiniMax M3.1 Flash68.8Cost $43.8 / Lift +41.7
- DS Flash 4.1 101768.9Cost $125 / Lift +36.0
- Particle-169.2Cost $48.4 / Lift +37.8
| Model | Score | Lift | Cost per 1K tasks |
|---|---|---|---|
| Pareto 26.10 | 68.6 | +33.8 | $116 |
| Pareto 26.9Pareto 26.9 | 72.5 | +32.8 | $184 |
| MiniMax M3.1 FlashMiniMax M3.1 Flash | 68.8 | +41.7 | $43.8 |
| DS Flash 4.1 1017DeepSeek V4.1 Flash (1017) | 68.9 | +36.0 | $125 |
| Particle-1Particle-1 | 69.2 | +37.8 | $48.4 |
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.
# Pareto 26.10 / Search Capability Leaderboard
- Search Intelligence Score: 68.6 (#19 in Search Intelligence)
- Without search: 34.8 / Lift from search +33.8
- Cost per 1K tasks: $116 (#4 in Search Efficiency)
- Evaluated:
- Lab: Unbiased AI / Weights: Closed / Model id: unbiased/pareto-26.10
## Accuracy by benchmark
| Suite | With search | Without search |
|---|---|---|
| DSQA | 84.8 | 52.5 |
| HLE | 43.0 | 37.0 |
| WISER | 78.0 | 15.0 |
## Compared with
| Model | Score | Lift | Cost per 1K tasks |
|---|---|---|---|
| Pareto 26.10 | 68.6 | +33.8 | $116 |
| Pareto 26.9 | 72.5 | +32.8 | $184 |
| MiniMax M3.1 Flash | 68.8 | +41.7 | $43.8 |
| DeepSeek V4.1 Flash (1017) | 68.9 | +36.0 | $125 |
| Particle-1 | 69.2 | +37.8 | $48.4 |
Leaderboard last updated . Methodology: /leaderboard#methodology