Milliseconds.ai
Milliseconds.ai is an API-first service that uses small models to make fast, structured decisions from text or images — returning labels, extracted fields, scores, yes/no answers, and entities for routing, validation, and automation.
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Quick Overview
Best for: Automation
What it does
AI Tools software for decision-makers comparing workflow fit and alternatives.
Best fit
Automation
Pricing snapshot
Freemium from Free
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Milliseconds.ai provides a model API designed to make "small" but high-value decisions inside applications. The service accepts text or images and returns structured outputs — labels, fields, numeric scores, boolean (yes/no) answers, and typed entities — so applications can route, prioritize, validate, and automate operational workflows. It targets developer and business use: live editable examples run in a console, SDKs and CLI are provided, and test keys with generous free input tokens let teams prototype without a card.
Typical uses include support triage (labeling and prioritizing messages), document intake and invoice field extraction, value verification against source text, and supplying concise structured results for downstream automation. Milliseconds.ai emphasizes small, deterministic outputs suitable for production workflows rather than verbose generative text.
Fast AI decisions on text and images, via one API Discussion | Link
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Claim this listing for $29Key Features
Multi-mode inference
Accepts text and images and returns structured outputs such as labels, fields, scores, boolean answers, and entities.
Dedicated endpoints
API endpoints demonstrated include /yes-no, /classify, /rate, /answer, /extract, /entities, and /verify for common decision and extraction tasks.
REST, SDKs, and CLI
The API is available via REST and official SDKs and can be called from TypeScript, Python, or the terminal (CLI).
Live console and editable examples
An interactive console on the site lets developers edit and run recorded API examples and inspect JSON responses.
Agent skills & coding-agent integration
Installable skills teach coding agents which API to call and how to evaluate results, enabling programmatic automation.
Generous free test quota
Free test keys include 125M input tokens per month with no credit card required for prototyping.
Low production pricing for input tokens
Production input token pricing is listed at $0.04 per million input tokens with no charge for output tokens.
Pricing
125M free input tokens per month on test keys; no card required.
Free test keys
Free- 125M free input tokens per month
- No credit card required for test keys
Production (input tokens)
$0.04 per million input tokens- No charge for output tokens
- Pay-as-you-go input token billing
Use Cases
Support triage and routing
Classify incoming messages to select a destination queue, set priority with a score, or flag urgent tickets using yes/no decisions and label probabilities.
Document intake and invoice processing
Extract invoice fields (vendor, invoice number, total, currency) as structured data, compare values against purchase orders, and validate before writing records.
Automated verification
Verify proposed values against source policy text (e.g., insurance deductible) and return matches and probabilities for downstream checks.
Customer experience & redaction
Detect names, emails, and other personal details in transcripts to review and export redacted versions while preserving context.
Agent-driven development
Teach coding agents which API calls to make (via installable skills) and integrate results directly into automated workflows.
Integrations
TypeScript SDK
Official SDK support for calling the API from TypeScript applications.
Python SDK
Official SDK support for calling the API from Python applications.
CLI
Command-line interface to call the API and run examples from the terminal.
Coding-agent skills
Installable skills that instruct coding agents how to call the API and interpret results.
REST API
Standard REST endpoints (yes-no, classify, rate, answer, extract, entities, verify) for direct integration.
Benefits
Limitations
Frequently Asked Questions
No verified FAQs are available.
Getting Started
- 1 Get a free API key from the site (125M free input tokens/month on test keys; no card required).
- 2 Try the interactive console examples (edit and run recorded API examples live) to see returned labels, fields, probabilities, and JSON responses.
- 3 Integrate the API into your app using the REST endpoints or the TypeScript/Python SDK and/or CLI; optionally install agent skills for coding agents.
Support
[email protected] (listed in site footer)
docs
Documentation and API quickstart available via the site's Docs page.
console
Interactive console on the site to edit and run recorded API examples.
API
Documentation accessible from the site's Docs page (Docs link in the site navigation).
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