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Claude Fable 5.1 on UCF101-AD

About UCF101-ADHow this is measured

60.6%Rank #3 of 9 on UCF101-AD
2,558 of 4,224 questions answered correctly.
Coverage
Full (4224/4224)
Cost per task
$0.0245
Median latency
4.6s
Tokens per task
2,328 in · 24 out

Run setting: 1 fps.

Tokens and latency

Tokens per call

Token typeMeanMedian90th pct.
Input2,3281,9643,019
of which cached000
Output24359
of which reasoning1300

Over 4,224 calls that returned an answer, including questions asked again after a failed attempt.

Latency

Median
4.6s
Mean
5.0s
90th percentile
6.4s
99th percentile
10.7s

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