Image JevBench v0.3.0 · individual system

JPT-0.8B (kirp / llm2jev)

adapter · 0.8BBase model: Qwen3.5-0.8Bsource

Published source

local/GPU evaluation

Image JevBench v0.3.0 composite score

7.171

Rank #27 of 44 ranked systems.

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

Published axes

intelligence
20.4
calibration
71.7
speed
87.1
cost
53.7

Cost and speed evidence

Cost per 1,000 decisions
USD 0.034996
Cost basis
measured GPU seconds x $1.19/GPU-hour
Measured latency · p50 / p95
0.095 s / 0.208 s
Adjusted latency · p50 / p95
0.341 s / 0.567 s
Latency adjustment
v1.4 local latency adjustment
Public accuracy
46.4%
Sealed accuracy
46.3%

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