ml 47

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.

True Paid

Hugging Face

general

Open-source hub for ML models, datasets, and inference.

From $0.6 61 · 48,059 votes

Plusdocs

general

AI presentation maker for PowerPoint and Google Slides

Paid 45 · 14,767 votes

PolyAI

general

Enterprise platform for building voice AI agents

Paid 45 · 38,095 votes

Respeecher

general

Professional AI voice generation for production

Paid 42 · 38,821 votes

V7 Go

general

Automate deal analysis and CIM review

Paid 39 · 7,375 votes

Typing Mind

general

Frontend for ChatGPT, Claude, Gemini, and other LLMs with low costs

Paid 39 · 10,065 votes

AI.LS

general

ChatGPT interface supporting GPT-3.5, GPT-4, and Claude with free credits

Paid 38 · 49,737 votes

AI Press Release Generator

general

Press kit creation and media distribution

Paid 38 · 61,068 votes

AI Medical Scribe by MarianaAI

general

Transcribe patient visits and auto-generate medical notes

Paid 38 · 64,271 votes

Interview Solver

general

Real-time LeetCode solutions for live coding interviews

Paid 38 · 60,481 votes

OverallGPT

general

Compare AI models based on criteria that matter to you

Paid 38 · 59,224 votes

Reach Best

general

AI help for university applications

Paid 38 · 56,344 votes

Dicte.ai

general

Meeting transcription and note-taking with AI insights

Paid 37 · 54,398 votes

Questera

general

AI agent platform for personalized customer interactions at scale

Paid 37 · 53,890 votes

Research Studio

general

AI-enhanced analysis for user research data

Paid 37 · 53,318 votes

StreamChat AI

general

AI chat bot for Twitch and Kick with custom personalities and games

Paid 37 · 51,802 votes

Miraa

general

Learn languages through media with AI translation

Paid 37 · 48,133 votes

Echo Voice AI

general

Clone voices from short audio samples

Paid 37 · 46,580 votes

AI Ghostwriter

general

ChatGPT-powered content generation for WordPress

Paid 37 · 46,515 votes

RightResponse AI

general

AI-powered review management that stays on-brand

Paid 37 · 43,387 votes

Alt Text Generator AI

general

Automatically generate accessible image descriptions

Paid 37 · 41,631 votes

Macaify

general

Use AI anywhere on Mac with keyboard shortcuts

Paid 37 · 38,942 votes

CodeSpect

general

Automated code review for bugs, security, and performance

Paid 37 · 38,548 votes

Video-GPT

general

Ask questions about video content

Paid 37 · 36,346 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.