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The ML category is a broad collection of 674 tools that apply machine learning across industries and functions, from healthcare documentation and legal research to user research, code generation, and content creation. It captures AI applications that do not fit cleanly into a single vertical.

Coda

general

Docs, spreadsheets, and apps in one platform

Free From $10 52 · 25,847 votes

Hemingway Editor Plus

general

Writing clarity tool that flags clunky sentences

Free 49 · 25,079 votes

AI STUDIO

general

Text-to-video with custom avatars and AI dubbing

Free 47 · 26,195 votes

Slite

general

AI-powered knowledge base for company information

Free 46 · 59,705 votes

Learn Prompting

general

Online course for AI prompt engineering

Free 43 · 30,063 votes

Fineshare

general

Create AI voice clones from audio samples

Free 42 · 35,628 votes

Kaption AI

general

Captions and subtitles for video and audio in 120+ languages

Free 41 · 23,143 votes

Zyft

general

AI shopping comparison app for finding products

Free 40 · 36,425 votes

UXsniff

general

Detect UX changes and understand their impact

Free 40 · 63,421 votes

Zams

general

AI automation for sales and revenue operations

Free 39 · 53,725 votes

Squire AI

general

AI assistant for financial advisors and planning tasks

Free 38 · 64,130 votes

Wallu

general

Discord FAQ bot that answers support questions 24/7

Free 38 · 62,040 votes

Based Tools

general

Directory of over 12,000 AI tools and websites

Free 38 · 60,557 votes

Prem AI

general

Applied AI research lab building sovereign and private AI

Free 38 · 60,668 votes

Paperguide

general

Research paper assistant for academics

Free 38 · 20,329 votes

Docsie

general

Convert videos and files into structured documentation

Free 38 · 51,010 votes

Gen Expert

general

Access advanced ChatGPT interface and prompts

Free 37 · 55,213 votes

Standard Wizard

general

Create and maintain SOPs with AI

Free 37 · 51,743 votes

Magic Mate

general

WhatsApp conversation assistant

Free 37 · 51,055 votes

JADWAL188

general

Discover ingredients in your favorite snacks

Free 37 · 50,839 votes

Moon Trip

general

Generate artistic images from text prompts

Free 37 · 50,777 votes

Spellmint

general

Structured planning tools for team brainstorming

Free 37 · 49,684 votes

Dubble

general

Auto-generate documentation from your workflow

Free 37 · 9,184 votes

Listen Monster

general

Convert audio and video to text with fast transcription

Free 37 · 46,765 votes

Because this category covers so many domains, browsing by sub-use case is more efficient than scrolling the full list. Tools like Hippo Scribe and SopCreator serve very specific professional workflows, while others like User Evaluation or Userpersona target product and UX teams. The quality bar across the category is uneven: some tools are mature products with enterprise customers, while others are early-stage experiments. When evaluating any tool in this space, look for evidence of actual accuracy and reliability in your specific domain, since ML performance varies dramatically across tasks. Integration depth and data handling are often the deciding factors for business use. Pricing models are diverse, from usage-based API billing to flat-rate SaaS subscriptions. Open-source alternatives exist for many of the underlying tasks, so for teams with technical resources, comparing commercial tools against self-hosted options is worth the effort.