Qwen3.8-Max on UCF101-AD
56.5%Rank #4 of 9 on UCF101-AD
- Coverage
- 99.98% (4223/4224)
- Cost per task
- $0.0181
- Median latency
- 28.5s
- Tokens per task
- 1,094 in · 2,654 out
Run setting: 1 fps native video.
Tokens and latency
Tokens per call
| Token type | Mean | Median | 90th pct. |
|---|---|---|---|
| Input | 1,094 | 970 | 1,425 |
| of which cached | 116 | 0 | 1,024 |
| of which frames or video | 812 | 684 | 1,140 |
| Output | 2,654 | 1,052 | 7,549 |
Over 6,840 calls that returned an answer, including questions asked again after a failed attempt.
Latency
- Median
- 28.5s
- Mean
- 67.6s
- 90th percentile
- 186.0s
- 99th percentile
- 276.3s
Per call, end to end including file upload and processing.