Image JevBench v0.3.0 · individual system

Jev-Omni

fine-tune · 12BBase model: Gemma 4 12B ITsource

Published source

local/GPU evaluation

Image JevBench v0.3.0 composite score

32.845

Rank #4 of 44 ranked systems.

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

Published axes

intelligence
37.5
calibration
71.0
speed
88.8
cost
60.0

Cost and speed evidence

Cost per 1,000 decisions
USD 0.021544
Cost basis
measured GPU seconds x $1.19/GPU-hour
Measured latency · p50 / p95
0.087 s / 0.129 s
Adjusted latency · p50 / p95
0.325 s / 0.409 s
Latency adjustment
v1.4 local latency adjustment
Public accuracy
60.0%
Sealed accuracy
56.8%

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