Compare AI tools

	Devin A	Ideogram S	Groq S	Perplexity S
Tagline	Cognition Labs' autonomous coding engineer.	The one that actually gets text in images right.	The fastest AI inference in the world. Crazy low latency.	AI search done right. Cited answers, not chat theater.
Category	Agents	Image	Dev Platform	Research
Pricing	$500/mo	Free + $8/mo + $20/mo + $60/mo	Free tier + pay-as-you-go API	Free + $20/mo Pro
Best for	Engineering teams offloading tickets. Ops/platform work.	Anything with text — posters, ads, album covers, slide decks.	Developers who need sub-100ms LLM responses.	Replacing Google for any question where you want a cited answer in seconds.
Strengths	Works like an engineer — takes Slack tasks, opens PRs Handles multi-hour engineering work Reports back with what it did	Best text rendering in the game Strong free tier Good for logos, posters, thumbnails	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	Expensive Best for well-scoped tasks Not for solo hobbyists	Aesthetic ceiling below Midjourney Less style variety	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	A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.	S-tier for text-in-image. Use this for posters, Midjourney for art.	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.
Link	Open →	Open →	Open →	Open →