After running the Manus prompts on ChatGPT, I can see why the new AI assistant has drawn more comparison to DeepSeek. It does seem to execute prompts in impressive ways. If you're a researcher, a designer, or someone who needs deeply researched lesson plans and multimedia integration, Manus makes sense, if you can get an invite.

Manus wasn’t developed entirely from scratch. According to reports on social media, the platform uses a combination of existing and fine-tuned AI models, including Anthropic’s Claude and Alibaba’s Qwen, to perform tasks such as drafting research reports and analyzing financial filings.

Some early users were enthusiastic about the product’s capabilities; others complained it took too long and crashed.