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OneJev1.5-9B

OmniJevDecision modelOpen weights

OneJev1.5-9B by OmniJev is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 53.3 on the Jev Decision Index (rank 37).

Pricing

No hosted price is listed. The weights are open: the cost is your own compute.

Specifications

Provider
OmniJev
Parameters
9B
Released
Oct 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Decoder LM with a decision readout
Backbone
Qwen/Qwen3.5-9B
Jev-compatible request
Yes
Runs on CPU
No
License
apache-2.0
Hugging Face
OmniJev/OneJev1.5-9B

Benchmarks

Jev Decision IndexECE 0.029
53.3

Jev Decision Index: public 59.0, ECE 0.029, Brier 0.303. Lower ECE means its probabilities can be taken at face value.

Self-reported by the publisher

The model's own claims, often on its own sets or a self-run copy of a public suite. Not independently verified and never ranked alongside measured results.

Jev Decision Index public suite (self-run)Self-reportedDecision Index public balanced skill, edition 0.3 kit (release-v3), self-run
59.0
jev-decision-index-vision-publicSelf-reported
71.9

Speed & latency

Median latency per call (Decision Index)
111 ms

Compare OneJev1.5-9B with…

OneJev1.5-9B vs amos-1-large—/1M inOneJev1.5-9B vs amos-1-medium—/1M inOneJev1.5-9B vs Celeris-1 Decision$0.04/1M inOneJev1.5-9B vs ScaleDown Classify-1$0.04/1M inOneJev1.5-9B vs Cloudflare clef—/1M inOneJev1.5-9B vs Cloudflare clef-flash—/1M in

FAQ

How much does OneJev1.5-9B cost?

OneJev1.5-9B has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can OneJev1.5-9B answer?

OneJev1.5-9B answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is OneJev1.5-9B well calibrated?

On the Jev Decision Index its expected calibration error (ECE) is 0.029; below about 0.05, a stated 80% confidence is right roughly 80% of the time.

Is OneJev1.5-9B open weight, and can it run on a CPU?

Yes, OneJev1.5-9B has open weights. It needs a GPU to run at useful speed.

Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Jev Decision Index, Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.