System One Bench

Head to head

Microsoft-Decision-1 vs Drex Max

Microsoft-Decision-1 scores 82.0 and Drex Max 84.1 on the System One Index. Microsoft-Decision-1 is more accurate on 6 of 16 text datasets, Drex Max on 10. Same cases, same request, same scorer.

Overall

Microsoft-Decision-1Drex Max
System One Index82.084.1
English81.082.8
Arabic83.284.5
Vision Index––
Calibration error2.8%6.2%
Median latency240 ms277 ms
Cost per 1,000 calls$0.010$0.021

Text datasets, accuracy

Microsoft-Decision-1Drex Max
AG News English89.090.5
SST-2 English95.596.0
SST-5 English62.559.0
DAIR Emotion English57.065.0
Banking77 English87.090.5
BoolQ English88.593.0
XNLI English English89.395.3
Typed decisions English79.073.0
XNLI French French82.091.3
XNLI Arabic Arabic72.089.3
MASSIVE scenario Arabic83.573.0
MASSIVE intent Arabic89.088.0
OSACT4 offensive Arabic88.593.5
Tweet sentiment Arabic68.569.0
MIRACL rerank Arabic90.089.5
MIRACL pairwise Arabic91.089.5

Model pages: Microsoft-Decision-1 · Drex Max. Latency for API models is the median per call through OpenRouter, timed from a cloud server with 8 calls in flight.