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Qwen3.5-35B-A3B on NExT-QA

About NExT-QAHow this is measured

83.4%Rank #7 of 9 on NExT-QA
4,165 of 4,996 questions answered correctly.
Coverage
Full (4996/4996)
Cost per task
—
Median latency
5.3s
Tokens per task
4,466 in · 1,270 out

Run setting: 1 fps.

Tokens and latency

Tokens per call

Token typeMeanMedian90th pct.
Input4,4663,6968,917
of which cached000
Output1,2705892,808

Over 5,006 calls that returned an answer, including questions asked again after a failed attempt.

Latency

Median
5.3s
Mean
9.0s
90th percentile
18.9s
99th percentile
50.4s

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