Dimensions | Manus | DeepSeek | OpenAI GPT |
Positioning | Executive "all-round worker", closed loop of automated tasks | Knowledge-based "strongest brain", good at knowledge reasoning and text generation | General AI, natural language dialogue and content generation |
Technical architecture | Multi-agent collaborative architecture, virtual machine running sub-agent | Mixed Expert Model (MoE), parameter scale reaches 671 billion | Transformer architecture, large-scale pre-trained model |
Core advantages | Task decomposition granularity reaches "0.1 second decision", supports cross-platform tool calls | Open source strategy, low-cost API call, Chinese knowledge question and answer accuracy rate 64.1% | Powerful contextual understanding and creative text generation capabilities |
Applicable scenarios | Resume screening, stock analysis, data report generation, etc. | Legal contract polishing, academic paper writing, mathematical calculations, etc. | Daily conversation, programming assistance, creative writing, etc. |
Multimodal capabilities | Supports input of text, documents, compressed packages, etc., and can call tools such as Photoshop | Supports mixed modal tasks such as text, image, and voice | Support text generation and image recognition (such as GPT-4o) |
Commercialization progress | The official website crashed during the internal testing phase, and the invitation code was sold for 50,000 yuan | Daily active users exceed 20 million, cumulative downloads exceed 110 million times | Large user base, mature API ecosystem |
Development potential | Verify the reliability of complex tasks and explore nested collaboration with DeepSeek | Expanding vertical applications such as medical and legal fields | Extended plug-in ecosystem and multimodal interaction to enhance the depth of application in professional fields |