Laya (Convai Innovations, ModernBERT-large 421M)v1.7 · 10 s rule
Data: JevBench v1.8.7, published 2026-11-03 · method v1.7 (10 s rule), re-scored from the recorded per-decision times
Capability 32.5 · Not ranked in the current release
latency 3.3× Jev (v1.5 reference)
Last measured: 2026-10-02 · measurement release: v1.6.0
Apache-2.0
intelligence
1.8
calibration
63.2
speed
72.7
cost
84.9
Composite (secondary)
0.0 · Composite rank #227
Cost and measurement conditions
$0.0032 per 1,000 decisions (estimated)
v1.5.4 published cost per 1,000 decisions carried (pricing rules unchanged; v1.6 item lengths differ): documented hosted-model estimate; no exact base-model floor applies
Measured p50 latency: 0.932 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: 2.01 s (est. incl. network (2x + 150 ms))
Self-hosted model: measured p50 0.932 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 = 2.01 s. Model authors can ask us to time a hosted endpoint instead (on request).
x2 + 0.15 s (assumption, not measured)
evaluator-owned CPU container, offline read-only, pinned cores
Measured latency over 1,500 decisions: p50 0.932 s · p95 1.244 s
0 decisions over 10 s.
A decision that takes longer than 10 seconds (measured time) counts as a wrong answer and as zero calibration for that item: each type's calibration is multiplied by the share of its decisions answered within 10 s. The limit uses the measured time (raw). The displayed adjusted time for self-hosted rows (2 × + 0.15 s) is an assumption and is not used for the limit.
JevBench v1.6.43 values (method v1.6, before the 10 s rule)
Capability 32.51 · Composite 0.01 · rank #233 on the all-systems board · #189 open weights
intelligence 1.79 · calibration 63.22 · speed 73.26 · cost 84.89
v1.6 speed basis (124 items): p50 0.825 s · p95 1.235 s
These figures are kept for comparison. The current figures above are re-scored under the 10 s rule from the recorded per-decision times and replace them.