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Nemotron 3 Nano Omni 30B-A3B on LVBench

About LVBenchHow this is measured

54.2%Rank #8 of 9 on LVBench
840 of 1,549 questions answered correctly.
Coverage
Full (1549/1549)
Cost per task
—
Median latency
32.8s
Tokens per task
104,641 in · 6,963 out

Run setting: 1 fps, 727-frame cap (103 videos thinned).

Tokens and latency

Tokens per call

Token typeMeanMedian90th pct.
Input104,641104,701104,732
of which cached000
Output6,9631,98717,414

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

Latency

Median
32.8s
Mean
58.8s
90th percentile
129.7s
99th percentile
141.8s

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