System One Bench

Nace AI · OpenRouter API

Drex v1.5

Drex v1.5 by Nace AI scores 77.6 on the System One Index (12th of 24). Calibration error 10.8%, median latency 198 ms.

System One Index
77.6
12th of 24
English
77.6
Arabic
77.0
Vision Index
–
No image input
Calibration error
10.8%
Lower is better
Median latency
198 ms
95th percentile 529 ms
Cost per 1,000 calls
$0.010
As billed

Text datasets

DatasetAccuracyRankBest on the boardCalibration error
AG News English90.08th of 2492.57.0%
SST-2 English94.510th of 2497.02.5%
SST-5 English53.510th of 2462.510.3%
DAIR Emotion English53.523rd of 2491.524.2%
Banking77 English87.010th of 2498.56.7%
BoolQ English89.010th of 2492.56.6%
XNLI English English88.77th of 2493.33.1%
Typed decisions English64.815th of 2479.013.6%
XNLI French French82.07th of 2490.710.1%
XNLI Arabic Arabic74.08th of 2689.314.0%
MASSIVE scenario Arabic58.516th of 2689.525.0%
MASSIVE intent Arabic77.513th of 2691.511.5%
OSACT4 offensive Arabic90.55th of 2695.53.3%
Tweet sentiment Arabic63.512th of 2680.017.8%
MIRACL rerank Arabic89.03rd of 2690.55.3%
MIRACL pairwise Arabic86.016th of 2691.09.1%

This run

Model id
nace-ai/drex-v1.5
Runs on
OpenRouter API
Run date
2026-10-12
Latency
API, 8 in flight, timed 15 October 2026
Questions
4,850, 0 failed (counted wrong)

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