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Instinct Dual 4B

ZooWorkDecision model

Instinct Dual 4B by ZooWork 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.

Specifications

Provider
ZooWork
Parameters
4B
Released
Oct 2026
Open weights
No
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Hosted API
Backbone
—
Jev-compatible request
Yes
Runs on CPU
—
License
proprietary

Benchmarks

Benchmark Heaven JevBench (Capability)
57.2

Compare Instinct Dual 4B with…

Instinct Dual 4B vs amos-1-large—/1M inInstinct Dual 4B vs amos-1-medium—/1M inInstinct Dual 4B vs Celeris-1 Decision$0.04/1M inInstinct Dual 4B vs ScaleDown Classify-1$0.04/1M inInstinct Dual 4B vs Cloudflare clef—/1M inInstinct Dual 4B vs Cloudflare clef-flash—/1M in

FAQ

How much does Instinct Dual 4B cost?

No price for Instinct Dual 4B is recorded in our dataset.

What questions can Instinct Dual 4B answer?

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

Is Instinct Dual 4B well calibrated?

No calibration measurement for Instinct Dual 4B is recorded yet.

Is Instinct Dual 4B open weight, and can it run on a CPU?

No, Instinct Dual 4B is closed and served as an API.

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