System One Bench

Cloudflare ยท OpenRouter API

Clef Flash

Clef Flash by Cloudflare scores 80.3 on the System One Index (6th of 24) and 78.0 on the Vision Index (7th of 8). Calibration error 3.5%, median latency 267 ms.

System One Index
80.3
6th of 24
English
80.2
Arabic
80.5
Vision Index
78.0
7th of 8
Calibration error
3.5%
Lower is better
Median latency
267 ms
95th percentile 437 ms
Cost per 1,000 calls
$0.044
As billed

Text datasets

DatasetAccuracyRankBest on the boardCalibration error
AG News English90.08th of 2492.54.0%
SST-2 English95.08th of 2497.03.0%
SST-5 English57.06th of 2462.513.8%
DAIR Emotion English57.012th of 2491.522.3%
Banking77 English98.51st of 2498.56.2%
BoolQ English88.511th of 2492.56.6%
XNLI English English84.715th of 2493.35.8%
Typed decisions English70.59th of 2479.01.2%
XNLI French French80.010th of 2490.73.5%
XNLI Arabic Arabic68.717th of 2689.37.8%
MASSIVE scenario Arabic89.51st of 2689.54.9%
MASSIVE intent Arabic90.52nd of 2691.54.4%
OSACT4 offensive Arabic89.58th of 2695.53.2%
Tweet sentiment Arabic47.023rd of 2680.035.7%
MIRACL rerank Arabic88.05th of 2690.512.1%
MIRACL pairwise Arabic90.04th of 2691.02.7%

Image datasets

DatasetAccuracyRankBest on the boardCalibration error
SST-2, as an image95.52nd of 896.05.1%
Arabic sentiment, as an image33.57th of 867.045.3%
Oxford-IIIT Pet85.04th of 888.523.2%
VQAv2 yes/no88.02nd of 889.51.9%
CountBench88.06th of 894.529.3%

This run

Model id
cloudflare/clef-flash
Runs on
OpenRouter API
Run date
2026-10-07
Latency
API, 8 in flight, timed 15 October 2026
Questions
4,850, 0 failed (counted wrong)

Compare

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