System One Bench

Head to head

Clef Flash vs Laya Router

Clef Flash scores 80.3 and Laya Router 60.4 on the System One Index. Clef Flash is more accurate on 14 of 16 text datasets, Laya Router on 2. Same cases, same request, same scorer.

Overall

Clef FlashLaya Router
System One Index80.360.4
English80.264.7
Arabic80.553.2
Vision Index78.0–
Calibration error3.5%20.0%
Median latency267 ms–
Cost per 1,000 calls$0.044–

Text datasets, accuracy

Clef FlashLaya Router
AG News English90.092.5
SST-2 English95.088.5
SST-5 English57.034.0
DAIR Emotion English57.053.5
Banking77 English98.544.0
BoolQ English88.581.5
XNLI English English84.787.3
Typed decisions English70.536.4
XNLI French French80.076.0
XNLI Arabic Arabic68.768.0
MASSIVE scenario Arabic89.539.0
MASSIVE intent Arabic90.532.5
OSACT4 offensive Arabic89.582.5
Tweet sentiment Arabic47.037.0
MIRACL rerank Arabic88.031.5
MIRACL pairwise Arabic90.082.0

Image datasets, accuracy

Clef FlashLaya Router
SST-2, as an image95.5–
Arabic sentiment, as an image33.5–
Oxford-IIIT Pet85.0–
VQAv2 yes/no88.0–
CountBench88.0–

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