introductory
In the wave of Artificial Intelligence, Manus is proudly launched on the evening of March 5, 2025 by the original Monica team with its outstanding performance and innovative spirit. Currently, Manus is in the internal testing stage, which is not only an engineered product of OpenAI Deep Research-like, but also reaches new heights on GAIA Benchmark, surpassing OpenAI Deep Research's performance on three difficulty levels.The emergence of Manus marks a new era of AI engineered products and opens up a new path for the future research and applications to open up new paths.
AI agent Features
1. Excellent engineering design
Manus inherits the deep technical heritage of the Monica team and transforms complex AI algorithms into efficient and stable products through sophisticated engineering. This design not only enhances processing speed, but also ensures reliability in a variety of application scenarios, providing users with an unprecedented experience. It is speculated that Manus uses Claude + MCP sever + VMWare + Agent flow + Compute use + Artifacts + Reinforcement learning scheme and there is Post training behavior for existing inference models.
2. Leading performance on GAIA Benchmark
Manus' impressive performance on the GAIA Benchmark, where it outperformed OpenAI Deep Research in all three difficulty levels, is not only a testament to Manus' superior algorithmic optimization and data processing capabilities, but also demonstrates its strong potential for solving complex problems.
3. Forward-looking internal testing strategy
Manus is currently in internal beta, a strategy that allows the development team to continually optimize and tweak the product in a real-world environment. By working closely with early adopters, Manus is able to iterate quickly to ensure that it meets the diverse needs of the market when it is officially released, laying a solid foundation for future widespread adoption. There's a lot of online pr, so we can't rule out the possibility that the marketing campaign is exaggerated, but judging from demos and third-party tests, Manus is still extremely impressive, even if we take away the exaggerated parts.
ManusAI Feature Demo
1.Official demo1: Upload 15 resumes and filter out the top choices
2.Official demo2.Humanoid reading and clicking elements, filtering prices
3.Official demo3.Humanoid reads web pages and passes web page validation
4. For research
5. For data analysis
summarize
Manus, as an engineered AI product launched by the original Monica team on the evening of March 5, 2025, has attracted widespread attention for its performance, despite currently being in the internal testing phase. Despite a certain amount of marketing hype and exaggeration on the internet, Manus' performance is indeed extremely impressive from the actual demos and third-party test results, and even if the exaggeration is taken out, it still shows its leading position on GAIA Benchmark.
Manus is not a brand new product on the market, similar to previous offerings from the Open Devin team, but it is a significant step forward in terms of engineering and performance optimization. Considering Devin's hefty pricing ($500/month), the cost of Manus is expected to be significant as well, as evidenced by the official strategy of only releasing a very small number of invite codes.
