Search Capability Leaderboard
OpenRouter Auto (max)
OpenRouterClosed
Evaluated
#21 in Search Intelligence / #5 in Search Efficiency
Search Intelligence Score
67.7
+30.0 lift from search
050100
- Lift from search
- +30.0
- 37.7 without search
- Cost per 1K tasks
- $116
- #5 in Search Efficiency
Accuracy by benchmark
Accuracy on each eval, with search (solid) and without (light).
- DSQA91.1 vs 48.1
- HLE47.0 vs 47.0
- WISER65.0 vs 18.0
Cost per 1K tasks
How the cost splits between model inference, search calls, and page extraction.
- Inference
- $107
- 92%
- Search
- $3.17
- 3%
- Extract
- $5.61
- 5%
Compared with
Other models from the same provider alongside models that score closest.
- Auto (max)67.7Cost $116 / Lift +30.0
- GPT-5.6 Sol67.7Cost $269 / Lift +26.3
- Ember-167.9Cost $335 / Lift +38.0
- Muse Spark Open67.2Cost $171 / Lift +31.8
- Gemini 3.766.8Cost $130 / Lift +27.4
| Model | Score | Lift | Cost per 1K tasks |
|---|---|---|---|
| OpenRouter Auto (max) | 67.7 | +30.0 | $116 |
| GPT-5.6 SolGPT-5.6 Sol | 67.7 | +26.3 | $269 |
| Ember-1Ember-1 | 67.9 | +38.0 | $335 |
| Muse Spark OpenMuse Spark Open | 67.2 | +31.8 | $171 |
| Gemini 3.7Gemini 3.7 Flash | 66.8 | +27.4 | $130 |
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.
# OpenRouter Auto (max) / Search Capability Leaderboard
- Search Intelligence Score: 67.7 (#21 in Search Intelligence)
- Without search: 37.7 / Lift from search +30.0
- Cost per 1K tasks: $116 (#5 in Search Efficiency)
- Evaluated:
- Lab: OpenRouter / Weights: Closed / Model id: openrouter/auto
## Accuracy by benchmark
| Suite | With search | Without search |
|---|---|---|
| DSQA | 91.1 | 48.1 |
| HLE | 47.0 | 47.0 |
| WISER | 65.0 | 18.0 |
## Compared with
| Model | Score | Lift | Cost per 1K tasks |
|---|---|---|---|
| OpenRouter Auto (max) | 67.7 | +30.0 | $116 |
| GPT-5.6 Sol | 67.7 | +26.3 | $269 |
| Ember-1 | 67.9 | +38.0 | $335 |
| Muse Spark Open | 67.2 | +31.8 | $171 |
| Gemini 3.7 Flash | 66.8 | +27.4 | $130 |
Leaderboard last updated . Methodology: /leaderboard#methodology