System One Bench

Head to head

Clef vs Clef Omni

Clef scores 81.6 and Clef Omni 79.7 on the System One Index. Clef is more accurate on 10 of 16 text datasets, Clef Omni on 5, and 1 are tied. Same cases, same request, same scorer.

Overall

ClefClef Omni
System One Index81.679.7
English80.678.6
Arabic83.080.5
Vision Index78.172.2
Calibration error2.2%3.4%
Median latency310 ms208 ms
Cost per 1,000 calls$0.116$0.074

Text datasets, accuracy

ClefClef Omni
AG News English90.589.0
SST-2 English97.097.0
SST-5 English51.551.0
DAIR Emotion English58.556.0
Banking77 English95.596.0
BoolQ English91.090.0
XNLI English English88.782.7
Typed decisions English72.267.0
XNLI French French80.082.7
XNLI Arabic Arabic78.073.3
MASSIVE scenario Arabic88.089.0
MASSIVE intent Arabic89.591.5
OSACT4 offensive Arabic89.590.5
Tweet sentiment Arabic58.050.0
MIRACL rerank Arabic89.083.0
MIRACL pairwise Arabic89.086.5

Image datasets, accuracy

ClefClef Omni
SST-2, as an image95.589.5
Arabic sentiment, as an image35.028.5
Oxford-IIIT Pet82.588.0
VQAv2 yes/no87.587.0
CountBench90.068.0

Model pages: Clef ยท Clef Omni. Latency for API models is the median per call through OpenRouter, timed from one machine.