System One Bench

Head to head

Drex Max vs Decider Flash V1.2

Drex Max scores 84.1 and Decider Flash V1.2 81.9 on the System One Index. Drex Max is more accurate on 12 of 16 text datasets, Decider Flash V1.2 on 2, and 2 are tied. Same cases, same request, same scorer.

Overall

Drex MaxDecider Flash V1.2
System One Index84.181.9
English82.880.0
Arabic84.583.3
Vision Index–77.5
Calibration error6.2%1.8%
Median latency277 ms104 ms
Cost per 1,000 calls$0.021$0.005

Text datasets, accuracy

Drex MaxDecider Flash V1.2
AG News English90.589.0
SST-2 English96.095.0
SST-5 English59.054.0
DAIR Emotion English65.057.0
Banking77 English90.590.5
BoolQ English93.089.0
XNLI English English95.392.7
Typed decisions English73.073.0
XNLI French French91.388.0
XNLI Arabic Arabic89.385.3
MASSIVE scenario Arabic73.070.5
MASSIVE intent Arabic88.086.0
OSACT4 offensive Arabic93.590.5
Tweet sentiment Arabic69.071.5
MIRACL rerank Arabic89.588.5
MIRACL pairwise Arabic89.590.5

Image datasets, accuracy

Drex MaxDecider Flash V1.2
SST-2, as an image–93.5
Arabic sentiment, as an image–35.0
Oxford-IIIT Pet–84.0
VQAv2 yes/no–87.5
CountBench–87.5

Model pages: Drex Max · Decider Flash V1.2. Latency for API models is the median per call through OpenRouter, timed from a cloud server with 8 calls in flight.