System One Bench

Head to head

Microsoft-Decision-1 vs Decider V1.1 27B

Microsoft-Decision-1 scores 82.0 and Decider V1.1 27B 83.4 on the System One Index. Microsoft-Decision-1 is more accurate on 6 of 16 text datasets, Decider V1.1 27B on 10. Same cases, same request, same scorer.

Overall

Microsoft-Decision-1Decider V1.1 27B
System One Index82.083.4
English81.081.1
Arabic83.285.0
Vision Index–83.0
Calibration error2.8%5.7%
Median latency240 ms263 ms
Cost per 1,000 calls$0.010$0.009

Text datasets, accuracy

Microsoft-Decision-1Decider V1.1 27B
AG News English89.092.0
SST-2 English95.596.0
SST-5 English62.560.5
DAIR Emotion English57.060.0
Banking77 English87.081.0
BoolQ English88.592.5
XNLI English English89.393.3
Typed decisions English79.073.4
XNLI French French82.090.7
XNLI Arabic Arabic72.089.3
MASSIVE scenario Arabic83.572.5
MASSIVE intent Arabic89.090.0
OSACT4 offensive Arabic88.595.5
Tweet sentiment Arabic68.572.0
MIRACL rerank Arabic90.087.0
MIRACL pairwise Arabic91.088.5

Image datasets, accuracy

Microsoft-Decision-1Decider V1.1 27B
SST-2, as an image–96.0
Arabic sentiment, as an image–51.0
Oxford-IIIT Pet–84.0
VQAv2 yes/no–89.5
CountBench–94.5

Model pages: Microsoft-Decision-1 · Decider V1.1 27B. Latency for API models is the median per call through OpenRouter, timed from one machine.