System One Bench

Head to head

Drex Max vs Drex v1.5

Drex Max scores 84.1 and Drex v1.5 77.6 on the System One Index. Drex Max is more accurate on 16 of 16 text datasets, Drex v1.5 on 0. Same cases, same request, same scorer.

Overall

Drex MaxDrex v1.5
System One Index84.177.6
English82.877.6
Arabic84.577.0
Vision Index––
Calibration error6.2%10.8%
Median latency277 ms198 ms
Cost per 1,000 calls$0.021$0.010

Text datasets, accuracy

Drex MaxDrex v1.5
AG News English90.590.0
SST-2 English96.094.5
SST-5 English59.053.5
DAIR Emotion English65.053.5
Banking77 English90.587.0
BoolQ English93.089.0
XNLI English English95.388.7
Typed decisions English73.064.8
XNLI French French91.382.0
XNLI Arabic Arabic89.374.0
MASSIVE scenario Arabic73.058.5
MASSIVE intent Arabic88.077.5
OSACT4 offensive Arabic93.590.5
Tweet sentiment Arabic69.063.5
MIRACL rerank Arabic89.589.0
MIRACL pairwise Arabic89.586.0

Model pages: Drex Max · Drex v1.5. Latency for API models is the median per call through OpenRouter, timed from a cloud server with 8 calls in flight.