nitzotz

BrainboxAIDecision modelOpen weights

nitzotz by BrainboxAI is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text.

Pricing

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

Specifications

Provider: BrainboxAI
Parameters: 384M
Released: Sep 2026
Open weights: Yes
Question types: Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism: Encoder classifier
Backbone: HalleluBERT/HalleluBERT_large
Jev-compatible request: No
Runs on CPU: Yes
License: apache-2.0
Hugging Face: BrainboxAI/nitzotz

Compare nitzotz with…

nitzotz vs amos-1-large—/1M in nitzotz vs amos-1-medium—/1M in nitzotz vs Celeris-1 Decision$0.04/1M in nitzotz vs ScaleDown Classify-1$0.04/1M in nitzotz vs Cloudflare clef—/1M in nitzotz vs Cloudflare clef-flash—/1M in

FAQ

How much does nitzotz cost?

nitzotz has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can nitzotz answer?

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

Is nitzotz well calibrated?

No calibration measurement for nitzotz is recorded yet.

Is nitzotz open weight, and can it run on a CPU?

Yes, nitzotz has open weights. It is small enough to run on a CPU.

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