System One Bench

Head to head

Laya Router vs Kev 4B

Laya Router scores 60.4 and Kev 4B 76.8 on the System One Index. Laya Router is more accurate on 1 of 16 text datasets, Kev 4B on 15. Same cases, same request, same scorer.

Overall

Laya RouterKev 4B
System One Index60.476.8
English64.778.3
Arabic53.274.8
Vision Index––
Calibration error20.0%5.1%
Median latency–552 ms
Cost per 1,000 calls–$0.010

Text datasets, accuracy

Laya RouterKev 4B
AG News English92.590.5
SST-2 English88.592.5
SST-5 English34.052.0
DAIR Emotion English53.554.5
Banking77 English44.088.0
BoolQ English81.591.5
XNLI English English87.390.7
Typed decisions English36.466.3
XNLI French French76.079.3
XNLI Arabic Arabic68.072.7
MASSIVE scenario Arabic39.057.0
MASSIVE intent Arabic32.576.5
OSACT4 offensive Arabic82.588.5
Tweet sentiment Arabic37.063.0
MIRACL rerank Arabic31.579.5
MIRACL pairwise Arabic82.086.5

Model pages: Laya Router · Kev 4B. Latency for API models is the median per call through OpenRouter, timed from one machine.