Laya typed-decisions

Data: JevBench v1.6.1, published 2026-10-06

Capability 44.2 · Not ranked in the current release

latency 3.0× Jev (v1.5 reference)

Last measured: 2026-10-04 · measurement release: v1.6.1

apache-2.0, not gated

Base model: ModernBERT-largesource

intelligence

5.5

calibration

83.0

speed

70.8

cost

82.5

Composite (secondary)

0.2 · Composite rank #106

Cost and measurement conditions

$0.0038 per 1,000 decisions (estimated)

v1.5.4 published cost per 1,000 decisions carried (pricing rules unchanged; v1.6 item lengths differ): ESTIMATE: documented hosted-model estimate; no exact base-model floor applies. $0.01/M input, $0/M output; same-class hosted-encoder estimate; no exact-base market floor.

Measured p50 latency: 0.864 s (on-CPU, 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: 1.88 s (est. incl. network (2x + 150 ms))

Self-hosted model: measured p50 0.864 s on-CPU, no network (timed on our CPU host 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 = 1.88 s. Model authors can ask us to time a hosted endpoint instead (on request).

x2 + 0.15 s (assumption, not measured)

evaluator-owned CPU, Sandy (AMD Ryzen 5 3600), 4 of 12 threads, nice -n 5, shared host, offline (HF_HUB_OFFLINE=1)

Published source