JADE (Qwen3.8-27B LoRA)
Data: JevBench v1.6.1, published 2026-10-06
Capability 49.2 · Not ranked in the current release
cost 5.1× Jev (v1.5 reference)
Last measured: 2026-10-06 · measurement release: v1.6.1
apache-2.0
intelligence
47.9
calibration
50.6
speed
85.5
cost
33.6
Composite (secondary)
20.2 · Composite rank #39
Cost and measurement conditions
$0.164 per 1,000 decisions (estimated)
ESTIMATE (base-model reference; self-hosted open weights, no public tariff): frozen BASE_REFERENCES Qwen/Qwen3.8-27B market price, the pair the published autojev-27b, eikos-27b and open-jev-zefan-27b-v1.1 rows use, USD 0.42 per 1M input and USD 3.0 per 1M output x this row's own measured tokens. Estimated, not charged
p50 latency: 0.4 s
x2 + 0.15 s (assumption, not measured)
evaluator-owned Lium GPU pod, 1x NVIDIA H100 80GB, a thin transport shim around the author's engine in its own pinned environment, offline (Hub offline mode, all credentials unset), driven over loopback only by the JevBench client with its loopback guard; label-free inputs; pod destroyed afterwards; HF Jev Decision Index intake, 6-7 Oct 2026