System One Bench

vLLM Semantic Router · Open weights, local

d3 lite

d3 lite by vLLM Semantic Router scores 74.9 on the System One Index (15th of 24). Calibration error 7.1%.

System One Index
74.9
15th of 24
English
74.3
Arabic
74.7
Vision Index
–
Not run on images
Calibration error
7.1%
Lower is better
Median latency
620 ms
Local, not comparable
Cost per 1,000 calls
Local
As billed

Text datasets

DatasetAccuracyRankBest on the boardCalibration error
AG News English85.521st of 2492.510.1%
SST-2 English86.021st of 2497.05.4%
SST-5 English50.516th of 2462.54.9%
DAIR Emotion English57.012th of 2491.518.2%
Banking77 English91.05th of 2498.57.1%
BoolQ English81.019th of 2492.58.5%
XNLI English English90.74th of 2493.36.0%
Typed decisions English52.620th of 2479.013.4%
XNLI French French81.39th of 2490.74.7%
XNLI Arabic Arabic72.711th of 2689.36.3%
MASSIVE scenario Arabic58.017th of 2689.510.4%
MASSIVE intent Arabic77.513th of 2691.53.4%
OSACT4 offensive Arabic80.521st of 2695.55.1%
Tweet sentiment Arabic67.010th of 2680.04.9%
MIRACL rerank Arabic82.514th of 2690.54.3%
MIRACL pairwise Arabic84.518th of 2691.05.7%

This run

Model id
vllm-sr/d3-lite
Runs on
Open weights, local
Run date
2026-10-18
Latency
4-vCPU cloud CPU, llama.cpp Q8_0, one at a time
Questions
4,850, 0 failed (counted wrong)

Decision 3.0, text only (no mmproj). Apache 2.0.

Compare

Ranks count the models charted on the leaderboard. Every model gets the same cases and the same request, under the benchmark rules.