Twenty-four tools tested for usefulness, reliability and how well they fit into real work.
No affiliate rankings · Updated 30.07.26
We test the product, not the launch demo.
Usefulness counts more than benchmark novelty.
Pricing, privacy and exit routes affect the score.
The broadest general-purpose AI workspace, with strong multimodal tools and a mature app ecosystem.
The default choice for most people, and still the benchmark for range.
A thoughtful assistant particularly strong at writing, analysis and working across long documents.
Our favourite place to think through a difficult document.
Google’s multimodal assistant, deeply integrated into Search, Workspace and Android.
Powerful when your digital life already runs through Google.
An answer engine that combines web search with clear citations and useful follow-up paths.
The fastest route from a vague question to a useful reading list.
An AI-native code editor that makes repository-wide changes feel unusually direct.
The most complete AI coding environment right now.
The incumbent AI coding assistant, now spanning completions, chat, reviews and agents.
A dependable choice for organisations that value integration over novelty.
A high-character image generator with exceptional aesthetic coherence.
Still the image model with the strongest visual point of view.
Commercially focused image generation built directly into Adobe’s creative suite.
The practical choice when generated images need to enter a real design workflow.
A polished suite for generating and editing short-form video with AI.
The clearest bridge between AI video experiments and actual production.
Natural speech generation and dubbing with unusually convincing cadence.
The voice platform to beat, with responsibility attached.
Writing, search and meeting tools that live inside an established team workspace.
Most useful as connective tissue, not a standalone assistant.
A meeting notepad that enhances your notes instead of replacing them with a bot transcript.
The rare AI meeting tool that respects how people actually take notes.
A browser-based agent that can turn a prompt into a deployed software prototype.
The shortest distance between an idea and a shareable prototype.
A prompt-driven interface builder with tight React and Vercel integration.
An excellent sketchbook for production-minded frontend work.
A conversational app builder aimed at founders and non-specialist product teams.
Impressively fast, provided someone technical checks the foundations.
Song generation that turns short prompts into surprisingly complete tracks.
The most approachable way to explore generated music.
Text-based audio and video editing with capable transcription and voice tools.
Still the smartest editing model for spoken-word media.
A broad set of generative tools inside the web’s most accessible design platform.
The easiest route from blank page to usable campaign assets.
Native assistance for finding, renaming, generating and editing inside Figma.
Best when it removes design housekeeping rather than trying to design for you.
A familiar writing assistant expanding from corrections into rewriting and composition.
Reliable for cleanup; less convincing as a substitute for judgment.
A source-grounded notebook that answers questions and creates audio overviews from your documents.
One of the clearest demonstrations of AI as a learning interface.
A search engine focused on finding and summarising peer-reviewed scientific research.
A useful starting point for evidence, never the end of the literature review.
A simple way to download and run open models locally on your own computer.
The best on-ramp to local AI for technically curious users.
The open platform where models, datasets, demos and the AI research community meet.
Essential infrastructure for anyone who wants to understand the open AI world.
Select up to three tools from the directory to build a comparison.