Image JevBench v0.3.0 · individual system

Standard One 8B

adapter · 8BBase model: mistralai/Ministral-3-8B-Instruct-2512-BF16source

Published source

local/GPU evaluation

Image JevBench v0.3.0 composite score

Not measured

Listed, not ranked.

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

Published axes

intelligence
27.7
calibration
75.4
speed
83.3
cost
Not measured

Cost and speed evidence

Cost per 1,000 decisions
Not measured
Cost basis
Cost basis not reported.
Measured latency · p50 / p95
0.210 s / 0.331 s
Adjusted latency · p50 / p95
0.571 s / 0.812 s
Latency adjustment
v1.4 local latency adjustment
Public accuracy
50.6%
Sealed accuracy
51.5%
Measurement note
measured-unrankable: CORE cost unavailable (runtime returns no GPU-seconds), so no composite

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