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Molmo 2 8B on Perception Test

About Perception TestHow this is measured

67.4%Rank #8 of 9 on Perception Test
306 of 454 questions answered correctly.
Coverage
Full (454/454)
Cost per task
—
Median latency
0.6s
Tokens per task
2,215 in · 2 out

Run setting: 1 fps.

Tokens and latency

Tokens per call

Token typeMeanMedian90th pct.
Input2,2152,2343,168
of which cached1,2861,2483,120
Output222

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

Latency

Median
0.6s
Mean
0.7s
90th percentile
1.0s
99th percentile
1.1s

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