Image JevBench v0.3.0 · individual system

shisa-de-1

26B-A4BBase model: Gemma 4 26B-A4Bsource

Published source

local/GPU evaluation

Image JevBench v0.3.0 composite score

22.827

Rank #11 of 44 ranked systems.

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

Published axes

intelligence
34.9
calibration
68.0
speed
85.5
cost
47.2

Cost and speed evidence

Cost per 1,000 decisions
USD 0.057349
Cost basis
measured GPU seconds x $1.19/GPU-hour
Measured latency · p50 / p95
0.170 s / 0.213 s
Adjusted latency · p50 / p95
0.489 s / 0.576 s
Latency adjustment
v1.4 local latency adjustment
Public accuracy
57.9%
Sealed accuracy
55.2%

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