Image JevBench v0.3.0 · individual system

Qevi-2B (MeerDevelopment)

adapter · 2BBase model: Qwen/Qwen3-VL-2B-Instructsource

Published source

local/GPU evaluation

Image JevBench v0.3.0 composite score

0.025

Rank #41 of 44 ranked systems.

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

Published axes

intelligence
2.7
calibration
19.6
speed
86.4
cost
52.3

Cost and speed evidence

Cost per 1,000 decisions
USD 0.038900
Cost basis
measured GPU seconds x $1.19/GPU-hour
Measured latency · p50 / p95
0.099 s / 0.257 s
Adjusted latency · p50 / p95
0.348 s / 0.664 s
Latency adjustment
v1.4 local latency adjustment
Public accuracy
32.8%
Sealed accuracy
35.3%

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