Kev 27B (Kev 1.0, Qwen3.8-27B)
Data: JevBench v1.6.1, published 2026-10-06
Capability 78.9 · Not ranked in the current release
cost 16.4× Jev (v1.5 reference)
Last measured: 2026-10-06 · measurement release: v1.6.1
apache-2.0
intelligence
64.2
calibration
93.7
speed
83.7
cost
18.3
Composite (secondary)
5.8 · Composite rank #65
Cost and measurement conditions
$0.529 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: 0.5 s
x2 + 0.15 s (assumption, not measured)
evaluator-owned Lium GPU pod, 1x NVIDIA H100 80GB, the author's own server 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