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JevK5 9B v0.3.3

alibiserikbayDecision modelOpen weights

JevK5 9B v0.3.3 by alibiserikbay is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 48.4 on the Jev Decision Index (rank 50).

Pricing

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

Specifications

Provider
alibiserikbay
Parameters
10B
Released
Sep 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
alibiserikbay/JevK5-9B

Benchmarks

Jev Decision IndexECE 0.060
48.4

Jev Decision Index: public 47.6, ECE 0.060, Brier 0.414. 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 0.2.1 kit (release-v2.1), self-run
47.7

Speed & latency

Median latency per call (Decision Index)
40 ms

Compare JevK5 9B v0.3.3 with…

JevK5 9B v0.3.3 vs amos-1-large—/1M inJevK5 9B v0.3.3 vs amos-1-medium—/1M inJevK5 9B v0.3.3 vs Celeris-1 Decision$0.04/1M inJevK5 9B v0.3.3 vs ScaleDown Classify-1$0.04/1M inJevK5 9B v0.3.3 vs Cloudflare clef—/1M inJevK5 9B v0.3.3 vs Cloudflare clef-flash—/1M in

FAQ

How much does JevK5 9B v0.3.3 cost?

JevK5 9B v0.3.3 has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can JevK5 9B v0.3.3 answer?

JevK5 9B v0.3.3 answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is JevK5 9B v0.3.3 well calibrated?

On the Jev Decision Index its expected calibration error (ECE) is 0.060; below about 0.05, a stated 80% confidence is right roughly 80% of the time.

Is JevK5 9B v0.3.3 open weight, and can it run on a CPU?

Yes, JevK5 9B v0.3.3 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.