System One Bench

Head to head

Drex Max vs d3 lite

Drex Max scores 84.1 and d3 lite 74.9 on the System One Index. Drex Max is more accurate on 15 of 16 text datasets, d3 lite on 1. Same cases, same request, same scorer.

Overall

Drex Maxd3 lite
System One Index84.174.9
English82.874.3
Arabic84.574.7
Vision Index––
Calibration error6.2%7.1%
Median latency277 ms–
Cost per 1,000 calls$0.021–

Text datasets, accuracy

Drex Maxd3 lite
AG News English90.585.5
SST-2 English96.086.0
SST-5 English59.050.5
DAIR Emotion English65.057.0
Banking77 English90.591.0
BoolQ English93.081.0
XNLI English English95.390.7
Typed decisions English73.052.6
XNLI French French91.381.3
XNLI Arabic Arabic89.372.7
MASSIVE scenario Arabic73.058.0
MASSIVE intent Arabic88.077.5
OSACT4 offensive Arabic93.580.5
Tweet sentiment Arabic69.067.0
MIRACL rerank Arabic89.582.5
MIRACL pairwise Arabic89.584.5

Model pages: Drex Max · d3 lite. Latency for API models is the median per call through OpenRouter, timed from a cloud server with 8 calls in flight.