System One Bench

Head to head

d1-omni-600M vs d3 edge

d1-omni-600M scores 65.2 and d3 edge 65.9 on the System One Index. d1-omni-600M is more accurate on 6 of 16 text datasets, d3 edge on 10. Same cases, same request, same scorer.

Overall

d1-omni-600Md3 edge
System One Index65.265.9
English75.569.1
Arabic53.462.2
Vision Index––
Calibration error9.8%18.7%
Median latency––
Cost per 1,000 calls––

Text datasets, accuracy

d1-omni-600Md3 edge
AG News English87.580.0
SST-2 English86.580.5
SST-5 English47.039.5
DAIR Emotion English85.057.0
Banking77 English84.590.0
BoolQ English74.079.5
XNLI English English82.084.0
Typed decisions English57.542.3
XNLI French French65.366.0
XNLI Arabic Arabic52.759.3
MASSIVE scenario Arabic37.541.0
MASSIVE intent Arabic52.055.0
OSACT4 offensive Arabic77.572.5
Tweet sentiment Arabic32.561.5
MIRACL rerank Arabic55.070.0
MIRACL pairwise Arabic66.576.0

Model pages: d1-omni-600M · d3 edge. Latency for API models is the median per call through OpenRouter, timed from one machine.