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Qwen3.8-27B on Perception Test

About Perception TestHow this is measured

72.3%Rank #6 of 9 on Perception Test
328 of 454 questions answered correctly.
Coverage
Full (454/454)
Cost per task
—
Median latency
49.3s
Tokens per task
2,574 in · 3,065 out

Run setting: 1 fps.

Tokens and latency

Tokens per call

Token typeMeanMedian90th pct.
Input2,5742,5403,679
of which cached000
Output3,0651,8428,106

Over 454 calls that returned an answer, including questions asked again after a failed attempt.

Latency

Median
49.3s
Mean
71.8s
90th percentile
167.5s
99th percentile
314.9s

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