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Qwen3.8-27B on LVBench

About LVBenchHow this is measured

64.6%Rank #5 of 9 on LVBench
1,000 of 1,549 questions answered correctly.
Coverage
Full (1549/1549)
Cost per task
—
Median latency
43.0s
Tokens per task
76,990 in · 2,918 out

Run setting: 1 fps, 768-frame cap (103 videos thinned).

Tokens and latency

Tokens per call

Token typeMeanMedian90th pct.
Input76,99076,85976,935
of which cached000
Output2,9181,5707,527

Over 1,549 calls that returned an answer, including questions asked again after a failed attempt.

Latency

Median
43.0s
Mean
67.1s
90th percentile
132.8s
99th percentile
282.0s

We only consider the first question against a video for self hosted models, ignoring prefix caching latency.