Milliseconds.ai

Milliseconds.ai is a decision API that classifies text and images, extracts fields, scores inputs, and returns yes or no answers as structured data, listed at 0.04 US dollars per million input tokens with a free monthly test allowance.

Milliseconds.ai is a purpose-built decision API from CloudRaker aimed at the narrow, high-volume work that large chat models handle slowly and expensively. Instead of returning paragraphs, its model named decision-machine-1 returns structured outputs: a label with per-class probabilities, a numeric score, extracted fields, named entities, or a simple boolean. Inputs can be text or images, and every response is shaped so an application can branch on it directly. The product targets developers who need to classify, extract, and decide inside a pipeline: routing support tickets to the right queue, pulling vendor, invoice number, and total from a document, detecting personal details for redaction, or verifying that a proposed value matches source text. It is available through a REST API, TypeScript and Python SDKs, a CLI, and agent skills that teach a coding agent which endpoint to call and how to evaluate results. The vendor also reports SOC 2 Type 2 compliance. Pricing is the headline: the site lists 0.04 US dollars per million input tokens for production, with no charge for output tokens, and 125 million free input tokens per month on test keys with no card required. Milliseconds.ai is a specialist rather than a general model. Teams that need open-ended generation or reasoning will look elsewhere, but for cheap, fast, structured decisions at scale it is a focused pick. Verify current rates and limits with the vendor, as they can change.