System One Bench

Head to head

Drex v2.0 vs Decider Flash V1.2

Drex v2.0 scores 78.6 and Decider Flash V1.2 81.9 on the System One Index. Drex v2.0 is more accurate on 3 of 16 text datasets, Decider Flash V1.2 on 13. Same cases, same request, same scorer.

Overall

Drex v2.0Decider Flash V1.2
System One Index78.681.9
English77.880.0
Arabic79.683.3
Vision Index–77.5
Calibration error1.5%1.8%
Median latency294 ms104 ms
Cost per 1,000 calls$0.015$0.005

Text datasets, accuracy

Drex v2.0Decider Flash V1.2
AG News English88.089.0
SST-2 English94.095.0
SST-5 English56.054.0
DAIR Emotion English55.557.0
Banking77 English80.590.5
BoolQ English92.589.0
XNLI English English87.392.7
Typed decisions English68.773.0
XNLI French French77.388.0
XNLI Arabic Arabic71.385.3
MASSIVE scenario Arabic63.570.5
MASSIVE intent Arabic82.586.0
OSACT4 offensive Arabic94.590.5
Tweet sentiment Arabic69.571.5
MIRACL rerank Arabic87.088.5
MIRACL pairwise Arabic89.090.5

Image datasets, accuracy

Drex v2.0Decider 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 v2.0 · 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.