System One Bench

Respan ยท OpenRouter API

Span-02

Span-02 by Respan scores 79.5 on the System One Index (11th of 30) and 86.1 on the Vision Index (1st of 11). Calibration error 10.5%, median latency 204 ms.

System One Index
79.5
11th of 30
English
77.9
Arabic
82.3
Vision Index
86.1
1st of 11
Calibration error
10.5%
Lower is better
Median latency
204 ms
95th percentile 2,199 ms
Cost per 1,000 calls
$0.005
As billed

Text datasets

DatasetAccuracyRankBest on the boardCalibration error
AG News English86.523rd of 3092.59.9%
SST-2 English95.54th of 3097.02.5%
SST-5 English57.58th of 3062.521.8%
DAIR Emotion English56.021st of 3091.531.3%
Banking77 English82.018th of 3098.55.3%
BoolQ English90.09th of 3093.06.1%
XNLI English English83.321st of 3095.34.4%
Typed decisions English72.110th of 3079.013.0%
XNLI French French73.321st of 3091.311.8%
XNLI Arabic Arabic66.023rd of 3290.017.9%
MASSIVE scenario Arabic71.011th of 3289.513.3%
MASSIVE intent Arabic86.09th of 3291.52.7%
OSACT4 offensive Arabic97.01st of 3297.00.9%
Tweet sentiment Arabic76.02nd of 3280.010.1%
MIRACL rerank Arabic88.57th of 3290.57.9%
MIRACL pairwise Arabic91.51st of 3291.54.7%

Image datasets

DatasetAccuracyRankBest on the boardCalibration error
SST-2, as an image92.59th of 1197.01.8%
Arabic sentiment, as an image70.01st of 1170.011.5%
Oxford-IIIT Pet92.51st of 1192.58.3%
VQAv2 yes/no87.06th of 1189.56.7%
CountBench88.57th of 1195.58.7%

This run

Model id
respan/span-02
Runs on
OpenRouter API
Run date
2026-10-25
Latency
API, 8 in flight, timed 25 October 2026
Questions
4,850, 0 failed (counted wrong)

Open weights. Unlike Span-01, which only takes a conversation, it reads the same state as every other model. Doesn't answer Box questions.

Compare

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