# CloudRaker: decision-machine-1

> CloudRaker's hosted decision model, served at milliseconds.ai. Two small encoder models read text or one image once and return a typed answer with a probability: yes/no, label, rating, answer span, entities, a filled JSON Schema or a value check. It generates no text.

- Page: https://systemonemodels.ai/cloudraker/decision-machine-1
- API: https://api.systemonemodels.ai/v1/models/cloudraker/decision-machine-1

## Facts

| | |
|---|---|
| Maker | CloudRaker (https://systemonemodels.ai/cloudraker) |
| Decides | noul, choice, score, classify, extract |
| Architecture | decision-machine |
| Licence | proprietary |
| Availability | Hosted API |
| Released | 2026-09-18 |
| Latest version | 2026.09 |

## Hosted API

- Provider: CloudRaker (milliseconds.ai) (https://docs.milliseconds.ai/decision-machine-1)
- Docs: https://docs.milliseconds.ai/quickstart
- Input: $0.040/MTok · Output: Free

## Model card

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# decision-machine-1

CloudRaker's hosted decision model, served at milliseconds.ai. Two small encoder models read text or one image once and return a typed answer with a probability: yes/no, label, rating, answer span, entities, a filled JSON Schema or a value check. It generates no text.

No weights; the only architecture detail published is "two small encoder models" behind one API plus a scheduler, with no sampling loop. Native routes cover yes-no, classify, classify-tree, rate, answer, extract, entities and verify, each also taking one image (JPEG, PNG or WebP, up to 5 MB). A /v1/systemone route accepts TypeSafe's request shape for noul, choice and score questions; milliseconds.ai states it is not affiliated with TypeSafe AI. Text up to 20,000 characters; batches up to 32 items. $0.04 per million input tokens, output free; test keys get 125M free input tokens a month. CloudRaker reports latency only (0.40 to 0.77 s wall-clock per call including TLS, 36 to 54 ms inference) and no accuracy or calibration figures. The third-party JevBench board (v1.4.2.2) scored it 39.9 (public 0.675, sealed 0.256). SDKs are MIT. Held on 30 September for want of a named maker; CloudRaker's own site, PyPI and GitHub now name it.

## What it decides

- **noul** — answers a yes/no question with one probability
- **choice** — picks one option from a set
- **score** — places the input on an ordered scale
- **classify** — assigns a category from a fixed taxonomy
- **extract** — pulls spans or fields out of the input

## At a glance

| | |
|---|---|
| Maker | CloudRaker |
| Released | 2026-09-18 |
| License | proprietary |

## Hosted API

Served by **CloudRaker (milliseconds.ai)** — $0.04/MTok input, $0/MTok output. [Get access](https://docs.milliseconds.ai/decision-machine-1) · [API docs](https://docs.milliseconds.ai/quickstart).

## Read more

- [Launch post](https://cloudraker.com/journal/introducing-decision-machine-1-a-language-model-for-decisions-not-prose)
- [Docs](https://docs.milliseconds.ai/decision-machine-1)
- [TypeSafe-compatible API](https://docs.milliseconds.ai/typesafe/overview)
- [SDKs](https://github.com/CloudRaker/milliseconds-sdk)

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*This page was opened by System One for CloudRaker, who can claim the organisation and take it over at any time.*

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From System One Models — https://systemonemodels.ai/ · every System One model: https://systemonemodels.ai/system-one-models