Compare AI tools

	Perplexity S	NotebookLM S	Windsurf A	Hugging Face S
Tagline	AI search done right. Cited answers, not chat theater.	Google's research notebook. Turns your docs into a podcast.	Codeium's agentic IDE. Cascade agent + strong free tier.	The GitHub of AI. Models, datasets, spaces — all in one.
Category	Research	Research	Coding	Dev Platform
Pricing	Free + $20/mo Pro	Free	Free + $15/mo Pro	Free + $9-$20/mo + enterprise
Best for	Replacing Google for any question where you want a cited answer in seconds.	Students, researchers, anyone with a stack of PDFs or a topic to learn.	Developers who want Cursor-like power for less money.	Any ML/AI developer. Hobbyists exploring open models.
Strengths	Sources every claim Fast, current answers Pro Search runs multi-step research Spaces for persistent context	Upload anything, ask questions, get cited answers Audio Overview turns docs into a 10-min podcast Great for studying	Cheaper than Cursor Cascade agent for multi-file tasks Solid free tier	Largest open-source AI model hub Hosted inference via Spaces + Inference Endpoints Great community
Weaknesses	Not a general chatbot Answers can be shallow on complex topics	Google-only Can be slow on large corpora	Smaller community Model selection more limited	Overwhelming for beginners Hosted inference pricing varies
Kai's verdict	S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.	S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.	A-tier. Close second to Cursor. If $5/mo matters, start here.	S-tier infrastructure. The one platform every AI dev eventually uses.
Link	Open →	Open →	Open →	Open →