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CoCo-Decision-4B 2.3.0

CornersDecision modelOpen weights

CoCo-Decision-4B 2.3.0 by Corners is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 48.8 on the Jev Decision Index (rank 48).

Pricing

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

Specifications

Provider
Corners
Parameters
4B
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/Qwen3.5-4B
Jev-compatible request
Yes
Runs on CPU
No
License
cc-by-nc-4.0
Hugging Face
corners-ai/CoCo-Decision-4B

Benchmarks

Jev Decision IndexECE 0.116
48.8

Jev Decision Index: public 55.4, ECE 0.116, Brier 0.389. 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
55.4
Jev Decision Index 0.3 (public panel, self-scored)Self-reported
55.4

Speed & latency

Median latency per call (Decision Index)
63 ms

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FAQ

How much does CoCo-Decision-4B 2.3.0 cost?

CoCo-Decision-4B 2.3.0 has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can CoCo-Decision-4B 2.3.0 answer?

CoCo-Decision-4B 2.3.0 answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is CoCo-Decision-4B 2.3.0 well calibrated?

On the Jev Decision Index its expected calibration error (ECE) is 0.116; below about 0.05, a stated 80% confidence is right roughly 80% of the time.

Is CoCo-Decision-4B 2.3.0 open weight, and can it run on a CPU?

Yes, CoCo-Decision-4B 2.3.0 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.