GEV-26B-Decide (AutoTrust, Gemma-4-26B-A4B + LoRA + head)
Data: JevBench v1.6.1, published 2026-10-06
Capability 70.1 · rank #17 of 92 on the open-weights board
Last measured: 2026-10-06 · measurement release: v1.6.1
apache-2.0
intelligence
49.8
calibration
90.3
speed
89.9
cost
51.1
Composite (secondary)
64.2 · Composite rank #18
Cost and measurement conditions
$0.043 per 1,000 decisions (estimated)
ESTIMATE (base-model reference; self-hosted open weights, no public tariff): OpenRouter google/gemma-4-26b-a4b-it in the frozen 25 Sep snapshot, the M2 reference of the published surogate-rune-26b-a4b-v3 row (the frozen module has no explicit listing-decision line for this base: release-lane line), USD 0.09 per 1M input and USD 0.3 per 1M output x this row's own measured tokens. Estimated, not charged
Measured p50 latency: 0.052 s (on-GPU, no network, loopback; not directly comparable with API latency, which we time end to end from our measuring host, network included)
Ranking and cap use: 0.25 s (est. incl. network (2x + 150 ms))
Self-hosted model: measured p50 0.052 s on-GPU, no network (timed on our GPU over loopback). Not directly comparable with API latency, which we time end to end from our measuring host, network included. The ranking and latency cap use the same estimate for every self-hosted row: 2 × measured + 150 ms = 0.25 s. Model authors can ask us to time a hosted endpoint instead (on request).
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