On a South Korean fashion survival show, a humanoid robot, looking like it stepped straight out of a time machine, walked into the season finale and stole the spotlight.
The paint-splattered spectacle was reminiscent of Alexander McQueen’s iconic 1999 runway show, during which industrial robotic arms transformed a model’s dress into modern art in real time. This time, however, the machine was the model.
The fashion-forward robot was developed by LimX Dynamics, one of China’s top-funded humanoid firms. The television appearance is just the latest example of the Shenzhen-based startup, pulling machines out of science fiction and into physical reality.
Just a few years old, LimX has already brought walking dinosaurs to theme parks, put Star Wars-like bipeds and centaurs up for sale, and launched increasingly capable humanoids into the workforce, as well as machines that defy easy descriptions.
Now valued at more than $2 billion, LimX is racing toward a public listing to get the capital needed to carry robotics into a post-cyberpunk era.
LimX’s Origin
LimX Dynamics was launched in early 2022 in Shenzhen’s Nanshan District by Wei Zhang, a professor at the city’s Southern University of Science and Technology (SUSTECH).
Zhang studied automatic control as an undergraduate at the same university but got the bulk of his postgraduate education in the US. He completed his PhD in electrical engineering at Purdue University in Indiana around 2009 and then conducted postdoctoral research at UC Berkeley.
He served as an assistant professor and a tenured associate professor at Ohio State University before returning to China around 2019. Zhang quickly became tenured at SUSTECH, where he oversaw its CLEAR Lab.
Interestingly, the early research he led used hardware from US companies like Boston Dynamics and Agility Robotics, both of which now call China’s humanoid robotics boom a threat to national security. Zhang spun LimX out of the lab to commercialize his research in robotic control theory, reinforcement learning, legged locomotion, motion planning, and autonomous systems.
The company’s Chinese name is 逐际动力, which translates roughly to Limit Crossing Dynamics. LimX is a stylized version of the name without a direct translation, but its official slogan is “Cross the Limits.”
Early Days
For the first few years, LimX operated like old school Boston Dynamics on steroids.
It completed an early angel funding round in July 2022 for an undisclosed amount. By the following September, it released its first wheeled quadruped robot, the W1.
A month later, the robotics firm unveiled its first biped, the P1, as it closed a pre-Series A funding round of around $27 million, led by VitalBridge Capital with participation from Lenovo Capital. About the same time, Zhang Li left the leading Chinese autonomous driving company WeRide to join LimX as a cofounder and chief operating officer.
The ramp up came as Beijing set a national goal to mass manufacture humanoid robots by 2025 and to lead the emerging market by 2027 The policy pushed significant funding into Chinese tech hubs like the Nanshan district, which is also home to:
- UBTECH Robotics, China’s first pure-play humanoid company to become listed on the Hong Kong Stock Exchange,
- EngineAI, which is known for its Terminator-inspired T800 humanoids that fight in its Ultimate Robot Knockout League (URKL),
- Pudu Robotics, a world-leading manufacturer of commercial service robots that’s expanding into humanoids,
- Dobot, a publicly listed collaborative robot maker that’s also expanding into the humanlike form factor,
- Digit Robotics, which makes ultra-realistic robots with expressive faces,
- AI² Robotics, which has raised nearly a billion dollars to push its wheeled general-purpose robots to market,
- Dexforce, known for its wheeled industrial humanoids and its simulation software,
- and Paxini, which develops tactile sensing tech for humanoids.
By mid 2024, Alibaba led a Series A round for an undisclosed amount, described as its first investment in an embodied AI startup.
LimX’s W1 four-legged robot, had evolved so it could stand upright and move on two legs. Its P1 biped went viral for its ability to endure rough treatment and terrain.
The startup shared footage of its engineers pushing, kicking, and striking the robot while hiking outdoor trails near Shenzhen. According to its developers, the P1 could recover thanks to its reinforcement learning training.
Like Neo in The Matrix, the robot’s digital twin practiced maneuvers in a simulated world. When it finally stepped into the real forest, its artificial intelligence already had a good idea how to persevere because it failed and succeeded so many times virtually.
LimX TRON 1
LimX’s P1 and W1 were not widely available as products. But the platforms merged and matured into the company’s first proper commercial offering, the modular multi-form-factor TRON 1.
The name is seemingly inspired by the 1982 Disney movie, and its sequels, set in a futuristic digital world with advanced robotic systems. The robots have also been compared to the AT-ST All Terrain Scout Transporters from the Star Wars universe.
The TRON 1 stands up to 84.5 cm (2 feet 9 inches) and weighs around 20 kg (44 lbs). Its distinct three-in-one design lets users swap between point-foot, humanoid-style flat feet, and wheeled mobility configurations. The system’s software automatically adapts its motion control.
It’s demonstrated the ability to operate in the extreme cold and snowy terrain. LimX shared footage of a TRON robot, outfitted with skis, gliding across snow-covered ground in temperatures below -20 degrees Celsius/-4 Fahrenheit.
The TRON 1 was primarily designed as an accessible platform for researchers and developers, with an open SDK, full Python support, and compatibility with ROS as well as simulation tools from NVIDIA, MuJoCo, and Gazebo.
TRON 2
LimX introduced its follow-up, the TRON 2, which is more geared toward real-world applications, in late 2026. LimX calls it an all-in-one-data platform that collects, manages, and uses its real-world experiences to continuously improve.
It builds on the original’s modular design, mostly adding a full upper body, for what LimX calls a multi-form embodied robot. Though its fully configured form factor is humanoid, it could never be mistaken for a real person with its exposed joints, rigid limbs, and visible sensors in its head.
According to LimX, each of the TRON 2’s arms can carry up to 5 kg (11 lbs) at full extension. In a marketing video, the robot hangs from overhead rings while elevating the full weight of a woman holding a water jug.
The TRON 2 maintains the mobility of the original, which can reportedly reach speeds up to 5 m/s (11.2 mph) using its wheeled-foot configuration. It’s rated to handle 15-degree slopes when walking and up to 30 degrees in wheel-assisted mode.
In early 2026, LimX shared this footage of the robot expanded into a hybrid form resembling a classical centaur. Several other centaur-style machines are also in early stages of development, including a prototype for dangerous environments from Shanghai-based Run Robotics and the viral robot from the Northern California startup Satyress. However, LimX’s version is the only one that can actually be purchased today.
The TRON 2’s pricing starts around $7,000. The full 3-1-in-1 edition begins around $25,000. The centaur configuration would likely cost over $40,000.
Though the TRON 2 has mostly gotten attention for its mobility, it can also serve as a fixed industrial robot. LimX recently shared footage from one of its partners showing a dual-arm version mounted onto a traditional robotic arm to extend its reach. In the video, the hybrid robot uses a custom attachment to hold and operate a power drill and nail gun to assemble wooden frames and panels and to apply spray finishing.
IPO Ambitions
LimX is one of a growing number of Chinese robotics startups racing toward public listings to take things to the next level.
It reported raising around $400 million in the first half of 2026 for a valuation of around $2.2 billion. In interviews, LimX founder Zhang has described an IPO as a must and has indicated the startup is leaning toward a listing on the Hong Kong Stock Exchange (HKEX).
The company needs significant capital to scale its full-sized humanoids and the AI that powers them.
LimX Oli
LimX formally entered the humanoid race in 2023 with the CL-1, an adult-scale robot built mostly to prove the firm’s capabilities in locomotion and whole-body control technology.
It launched its first production-ready humanoid, named Oli, in the summer of 2025. Standing 165 cm (5 feet 5 inches), the robot weighs up to 55 kg (121 lbs). It boasts a reported 31 active degrees of freedom throughout its body, including seven in each arm, six in each leg, three in the waist, and two in the neck. The humanoid’s design supports interchangeable end effectors so it can use parallel grippers or humanlike dexterous hands, depending on the task.
Oli perceives its surroundings using depth cameras, a self-developed six-axis inertial measurement unit, and joint sensors. It also supports optional LiDAR sensors and additional cameras. The inputs are combined through a process called sensor fusion, which LimX says gives the humanoid a continuously updated understanding of its environment and the position of its limbs.
Oli is trained using LimX’s DreamActor framework, which connects real-world demos, reconstructed simulation environments, imitation learning, and reinforcement learning into a single pipeline. Developers can capture a task using an ordinary smartphone camera, rebuild it virtually, combine it with a myriad of simulations, and then refine the learned behaviors on the physical hardware.
LimX is also developing a system called COSA, which it calls the world’s first agentic operating system for humanoids.
According to LimX, the control system connects a humanoid’s perception, reasoning, and movement. It interprets instructions, analyzes the robot’s surroundings, breaks an assigned task into smaller steps, and selects the physical skills needed to complete them. Then it coordinates walking, balancing, and manipulation while updating the plan as conditions change.
Oli launched with a starting price around $22,000 for the base model, though higher-spec configurations require custom pricing.
LimX Luna
LimX says Oli is built for general-purpose work and AI research. Its sister Luna, however, is geared toward more public-facing roles.
The feminine humanoid made its debut in March 2026 at the Taobao Influencer Festival in Shanghai, where it walked the runway alongside the popular Taiwanese actress Michelle Chen. It demonstrated its eerily humanlike catwalk, with movements that emphasized gracefulness and aesthetic presentation over raw capabilities.
Luna is a bit shorter than Oli, standing 160 cm (5 feet 3 inches). It weighs around 54 kg (119 lbs) and has 27 degrees of freedom across its body.
Luna has twice the battery life as Oli with about four hours per charge. It can also use external power sources for continuous operation during long performances.
According to LimX, Luna can copy moves from videos, create performances from natural language instructions, use humanlike gestures to communicate, and perform in sync with groups of more than 200 robots at the same time.
Luna, which is priced starting around $43,000, recently appeared on the South Korean fashion survival reality show, Kill It: Style Creator War. It appeared as a special model during the season finale, as part of designer Kim Na-ra’s performance called, “We Draw Each Other.” LimX says the presentation helped Kim win the competition.
Future of Love?
Meanwhile, another Shenzhen robotics leader, UBTECH Robotics, is preparing to ship its new line of ultrarealistic humanoids after reported staggering demand. Read all about the company’s controversial vision for the future of love here.