mogan-decision-31B-it
mogan-decision-31B-it by Mogan AI is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 59.8 on the Jev Decision Index (rank 44).
Pricing
No hosted price is listed. The weights are open: the cost is your own compute.
Specifications
- Provider
- Mogan AI
- Parameters
- 31B
- 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
- google/gemma-4-31B-it
- Jev-compatible request
- No
- Runs on CPU
- No
- License
- cc-by-nc-4.0
- Hugging Face
- moganai/mogan-decision-31B-it
Benchmarks
- Jev Decision IndexECE 0.054
- 59.8
Jev Decision Index: public 65.5, ECE 0.054, Brier 0.294. 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
- 65.4
Speed & latency
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FAQ
How much does mogan-decision-31B-it cost?
mogan-decision-31B-it has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can mogan-decision-31B-it answer?
mogan-decision-31B-it answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is mogan-decision-31B-it well calibrated?
On the Jev Decision Index its expected calibration error (ECE) is 0.054; below about 0.05, a stated 80% confidence is right roughly 80% of the time.
Is mogan-decision-31B-it open weight, and can it run on a CPU?
Yes, mogan-decision-31B-it has open weights. It needs a GPU to run at useful speed.
Data as of 2026-10-26. Source: Metatext decision-model catalogue, 2026-10-14 (Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.