Image JevBench v0.3.0 · individual system

JPT-4B (kirp / llm2jev)

adapter · 4BBase model: Qwen3.5-4Bsource

Published source

local/GPU evaluation

Image JevBench v0.3.0 composite score

26.549

Rank #8 of 44 ranked systems.

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

Published axes

intelligence
38.3
calibration
73.0
speed
83.3
cost
45.7

Cost and speed evidence

Cost per 1,000 decisions
USD 0.064571
Cost basis
measured GPU seconds x $1.19/GPU-hour
Measured latency · p50 / p95
0.176 s / 0.388 s
Adjusted latency · p50 / p95
0.502 s / 0.926 s
Latency adjustment
v1.4 local latency adjustment
Public accuracy
57.0%
Sealed accuracy
59.1%

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