System One Bench

Head to head

d1-omni-600M vs Tev1 4B Experimental

d1-omni-600M scores 65.2 and Tev1 4B Experimental 71.5 on the System One Index. d1-omni-600M is more accurate on 3 of 16 text datasets, Tev1 4B Experimental on 13. Same cases, same request, same scorer.

Overall

d1-omni-600MTev1 4B Experimental
System One Index65.271.5
English75.566.4
Arabic53.475.8
Vision Index––
Calibration error9.8%5.3%
Median latency–232 ms
Cost per 1,000 calls–$0.019

Text datasets, accuracy

d1-omni-600MTev1 4B Experimental
AG News English87.591.5
SST-2 English86.594.0
SST-5 English47.043.0
DAIR Emotion English85.056.5
Banking77 English84.51.0
BoolQ English74.091.0
XNLI English English82.087.3
Typed decisions English57.567.0
XNLI French French65.382.7
XNLI Arabic Arabic52.776.0
MASSIVE scenario Arabic37.556.5
MASSIVE intent Arabic52.070.0
OSACT4 offensive Arabic77.584.5
Tweet sentiment Arabic32.570.5
MIRACL rerank Arabic55.085.5
MIRACL pairwise Arabic66.587.5

Model pages: d1-omni-600M · Tev1 4B Experimental. Latency for API models is the median per call through OpenRouter, timed from one machine.