Compare AI tools

	Galileo AI B	ChatGPT Operator B	Groq S	Perplexity S
Tagline	Prompt to UI design. Figma-ready outputs.	OpenAI's browser agent. Clicks and types on websites for you.	The fastest AI inference in the world. Crazy low latency.	AI search done right. Cited answers, not chat theater.
Category	Design	Agents	Dev Platform	Research
Pricing	Free trial + paid plans	Included with ChatGPT Pro $200/mo	Free tier + pay-as-you-go API	Free + $20/mo Pro
Best for	Designers brainstorming first drafts.	Power users willing to pay $200/mo for a browser bot.	Developers who need sub-100ms LLM responses.	Replacing Google for any question where you want a cited answer in seconds.
Strengths	Prompt-to-UI with real layouts Exports to Figma Faster than hand-designing from scratch	Actually uses websites — fills forms, clicks, checks out Built into ChatGPT Good for repetitive web tasks	500+ tokens/sec on Llama/Mixtral — feels instant Custom LPU hardware Great free tier	Sources every claim Fast, current answers Pro Search runs multi-step research Spaces for persistent context
Weaknesses	Output needs designer polish Pricing unclear / changes often	Slow vs doing it yourself Breaks on complex auth flows $200/mo gate	Open-weight models only (no Claude/GPT) Less flexibility on custom configs	Not a general chatbot Answers can be shallow on complex topics
Kai's verdict	B-tier. Useful for first drafts. v0 is the better bet for shipping code.	B-tier. Still early. Manus is more flexible for less money.	S-tier for speed. When latency is the product, start here.	S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.
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