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Qwen3.8-Max on LVBench

About LVBenchHow this is measured

58.9%Rank #7 of 9 on LVBench
912 of 1,549 questions answered correctly.
Coverage
70.82% (1097/1549)
Cost per task
$0.542
Median latency
131.5s
Tokens per task
259,870 in · 3,647 out

Run setting: 1 fps native video, ~256k visual-token ceiling (all videos thinned to ~860 frames).

Tokens and latency

Tokens per call

Token typeMeanMedian90th pct.
Input259,870260,815275,538
of which cached242,103258,048274,432
of which frames or video259,773260,733275,457
Output3,6472,6318,779

Over 1,295 calls that returned an answer, including questions asked again after a failed attempt.

Latency

Median
131.5s
Mean
147.3s
90th percentile
266.0s
99th percentile
386.0s

Per call, end to end including file upload and processing.