Search Capability Leaderboard
Hy4 Preview
Tencent
3Bronze · Search Efficiency
#15 in Search Intelligence
Search Intelligence Score
64.6
+33.9 lift from search
050100
- Lift from search
- +33.9
- 30.6 without search
- Cost per 1K tasks
- $93.2
- #3 in Search Efficiency
- Time per task
- 722s
- Search plus inference time to complete one task
Accuracy by benchmark
Accuracy on each eval, with search (solid) and without (light).
- DSQA83.8 vs 41.0
- HLE39.0 vs 38.0
- WISER71.0 vs 13.0
Cost per 1K tasks
How the cost splits between model inference, search calls, and page extraction.
- Inference
- $79.5
- 85%
- Search
- $4.03
- 4%
- Extract
- $9.71
- 10%
Compared with
Other models from the same provider alongside models that score closest.
- Hy4 Preview64.6Cost $93.2 · Lift +33.9 · 722s
- Hunyuan 358.2Cost $28.4 · Lift +35.6 · 363s
- Mistral Large 464.4Cost $136 · Lift +43.0 · —
- MiMo v2.6 Pro64.4Cost $76.5 · Lift +34.7 · —
- Kimi K364.2Cost $266 · Lift +33.6 · 432s
| Model | Score | Lift | Cost per 1K tasks | Time per task |
|---|---|---|---|---|
| Hy4 Preview | 64.6 | +33.9 | $93.2 | 722s |
| Hunyuan 3Hunyuan 3 | 58.2 | +35.6 | $28.4 | 363s |
| Mistral Large 4Mistral Large 4.0 | 64.4 | +43.0 | $136 | — |
| MiMo v2.6 ProMiMo v2.6 Pro | 64.4 | +34.7 | $76.5 | — |
| Kimi K3Kimi K3 | 64.2 | +33.6 | $266 | 432s |
Search Intelligence Score averages accuracy on DSQA, HLE, and WISER with equal weight; cost and time are averaged the same way, with cost shown per 1,000 tasks. Latest update October 11, 2026. Full methodology.
# Hy4 Preview · Search Capability Leaderboard
- Search Intelligence Score: 64.6 (#15 in Search Intelligence)
- Without search: 30.6 · Lift from search +33.9
- Cost per 1K tasks: $93.2 (#3 in Search Efficiency)
- Time per task: 722s
- Medals: Bronze, Search Efficiency
- Lab: Tencent · Model id: tencent/hy4-preview
## Accuracy by benchmark
| Suite | With search | Without search |
|---|---|---|
| DSQA | 83.8 | 41.0 |
| HLE | 39.0 | 38.0 |
| WISER | 71.0 | 13.0 |
## Compared with
| Model | Score | Lift | Cost per 1K tasks | Time per task |
|---|---|---|---|---|
| Hy4 Preview | 64.6 | +33.9 | $93.2 | 722s |
| Hunyuan 3 | 58.2 | +35.6 | $28.4 | 363s |
| Mistral Large 4.0 | 64.4 | +43.0 | $136 | — |
| MiMo v2.6 Pro | 64.4 | +34.7 | $76.5 | — |
| Kimi K3 | 64.2 | +33.6 | $266 | 432s |
Latest update October 11, 2026. Methodology: /leaderboard#methodology