System One Bench

Head to head

Span-02 vs d3 lite

Span-02 scores 79.5 and d3 lite 74.9 on the System One Index. Span-02 is more accurate on 11 of 16 text datasets, d3 lite on 5. Same cases, same request, same scorer.

Overall

Span-02d3 lite
System One Index79.574.9
English77.974.3
Arabic82.374.7
Vision Index86.1–
Calibration error10.5%7.1%
Median latency204 ms–
Cost per 1,000 calls$0.005–

Text datasets, accuracy

Span-02d3 lite
AG News English86.585.5
SST-2 English95.586.0
SST-5 English57.550.5
DAIR Emotion English56.057.0
Banking77 English82.091.0
BoolQ English90.081.0
XNLI English English83.390.7
Typed decisions English72.152.6
XNLI French French73.381.3
XNLI Arabic Arabic66.072.7
MASSIVE scenario Arabic71.058.0
MASSIVE intent Arabic86.077.5
OSACT4 offensive Arabic97.080.5
Tweet sentiment Arabic76.067.0
MIRACL rerank Arabic88.582.5
MIRACL pairwise Arabic91.584.5

Image datasets, accuracy

Span-02d3 lite
SST-2, as an image92.5–
Arabic sentiment, as an image70.0–
Oxford-IIIT Pet92.5–
VQAv2 yes/no87.0–
CountBench88.5–

Model pages: Span-02 · d3 lite. Latency for API models is the median per call through OpenRouter, timed from a cloud server with 8 calls in flight.