Deem 0.8B v1
Data: JevBench v1.6.1, published 2026-10-06
Capability 18.1 · rank #88 of 92 on the open-weights board
Last measured: 2026-10-04 · measurement release: v1.6.1
Not independently recorded
intelligence
6.5
calibration
29.6
speed
85.4
cost
80.3
Composite (secondary)
0.3 · Composite rank #103
Cost and measurement conditions
$0.0045 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. Frozen market reference deepinfra:Qwen/Qwen3.5-0.8B.
Measured p50 latency: 0.157 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: 0.46 s (est. incl. network (2x + 150 ms))
Self-hosted model: measured p50 0.157 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 = 0.46 s. Model authors can ask us to time a hosted endpoint instead (on request).
x2 + 0.15 s (assumption, not measured)
evaluator-owned H100 GPU