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

Capability 17.0 · rank #89 of 92 on the open-weights board

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

apache-2.0, not gated

Base model: mmBERT-basesource

intelligence

0.3

calibration

33.7

speed

77.8

cost

82.2

Composite (secondary)

0.0 · Composite rank #122

Cost and measurement conditions

$0.0039 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: 0.358 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: 0.87 s (est. incl. network (2x + 150 ms))

Self-hosted model: measured p50 0.358 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 = 0.87 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