System One Bench

Head to head

d1 vs Drex v2.0

d1 scores 82.7 and Drex v2.0 78.6 on the System One Index. d1 is more accurate on 14 of 16 text datasets, Drex v2.0 on 2. Same cases, same request, same scorer.

Overall

d1Drex v2.0
System One Index82.778.6
English81.377.8
Arabic83.979.6
Vision Index––
Calibration error2.9%1.5%
Median latency188 ms294 ms
Cost per 1,000 calls$0.015$0.015

Text datasets, accuracy

d1Drex v2.0
AG News English90.088.0
SST-2 English95.594.0
SST-5 English56.556.0
DAIR Emotion English63.555.5
Banking77 English89.080.5
BoolQ English90.092.5
XNLI English English91.387.3
Typed decisions English74.568.7
XNLI French French84.777.3
XNLI Arabic Arabic80.071.3
MASSIVE scenario Arabic73.063.5
MASSIVE intent Arabic90.082.5
OSACT4 offensive Arabic95.594.5
Tweet sentiment Arabic67.569.5
MIRACL rerank Arabic90.587.0
MIRACL pairwise Arabic91.089.0

Model pages: d1 · Drex v2.0. Latency for API models is the median per call through OpenRouter, timed from a cloud server with 8 calls in flight.