Compare AI tools

	Luma Dream Machine A	Cursor S	Devin A	ChatGPT Operator B
Tagline	Smooth, cinematic motion. Image-to-video specialist.	VS Code fork that made AI coding actually work.	Cognition Labs' autonomous coding engineer.	OpenAI's browser agent. Clicks and types on websites for you.
Category	Video	Coding	Agents	Agents
Pricing	Free + $10-$500/mo	Free + $20/mo Pro + $40/mo Business	$500/mo	Included with ChatGPT Pro $200/mo
Best for	Photographers animating stills, cinematic b-roll.	Developers. Non-developers who want to ship working code.	Engineering teams offloading tickets. Ops/platform work.	Power users willing to pay $200/mo for a browser bot.
Strengths	Best image-to-video in the category Great camera motion control Ray 2 model produces striking shots	Tab completion feels like mind-reading Composer for multi-file edits Runs Claude, GPT, Gemini — you pick	Works like an engineer — takes Slack tasks, opens PRs Handles multi-hour engineering work Reports back with what it did	Actually uses websites — fills forms, clicks, checks out Built into ChatGPT Good for repetitive web tasks
Weaknesses	Prompt fidelity below Runway Queue times on free tier	Can feel overwhelming for non-coders Expensive at scale	Expensive Best for well-scoped tasks Not for solo hobbyists	Slow vs doing it yourself Breaks on complex auth flows $200/mo gate
Kai's verdict	A-tier. Best for cinematic image-to-video. Pair with Runway for coverage.	S-tier for coding. If you write code of any kind, this pays back the $20 in a day.	A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.	B-tier. Still early. Manus is more flexible for less money.
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