Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout)
Data: JevBench v1.6.1, published 2026-10-06
Capability 82.8 · Not ranked in the current release
cost 6.7× Jev (v1.5 reference)
Last measured: 2026-10-06 · measurement release: v1.6.1
apache-2.0
intelligence
75.7
calibration
89.9
speed
86.8
cost
29.9
Composite (secondary)
20.6 · Composite rank #60
Cost and measurement conditions
$0.217 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
Measured p50 latency: 0.122 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: 0.39 s (est. incl. network (2x + 150 ms))
Self-hosted model: measured p50 0.122 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 = 0.39 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, 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