Image JevBench v0.3.0 · individual system

Glance (frozen Qwen3-VL-4B)

4BBase model: Qwen3-VL-4Bsource

Published source

local/GPU evaluation

Image JevBench v0.3.0 composite score

6.854

Rank #28 of 44 ranked systems.

From the published full-benchmark aggregate. The composite combines intelligence, calibration, speed and cost.

Published axes

intelligence
21.3
calibration
35.6
speed
87.8
cost
52.8

Cost and speed evidence

Cost per 1,000 decisions
USD 0.035020
Cost basis
measured GPU seconds x $1.19/GPU-hour
Measured latency · p50 / p95
0.103 s / 0.160 s
Adjusted latency · p50 / p95
0.356 s / 0.469 s
Latency adjustment
v1.4 local latency adjustment
Public accuracy
46.8%
Sealed accuracy
47.0%

Published 2026-10-06. Scores and ranks can change in a later release. See the method notes.