LimX Dynamics

Summary

About

About LimX Dynamics

LimX Dynamics develops humanoid and modular legged robots together with motion-control, embodied-agent and model-engineering software. Its current hardware catalogue includes Oli, the interactive Luna humanoid and TRON 1 and TRON 2. COSA coordinates cognition, skills and whole-body control, while FluxVLA Engine supplies an open-source workflow for VLA data, training, evaluation and deployment.

The company moved several programmes into commercial or developer distribution during 2026. Luna opened for global pre-orders in May and began deliveries within the following month; TRON 2 has received customer orders; COSA reached version 0.5 in July; and Oli's software continued to receive updates in August. LimX also disclosed a $200 million Series B and a later $200 million pre-IPO round. Availability, tasks and performance remain specific to each hardware configuration and software release.

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Articles

Products

Observed use

  • TRON 2 with WUJI HAND 2

    Physical Demo - Mounted - LimX demonstrated TRON 2 with Wuji Hand 2 in a traditional-medicine pharmacy workflow spanning picking, weighing, grinding and packaging across cabinets and counters.

    Source

Supply

Supply chain relationships

  • RealSense

    Inbound - Perception - RealSense D435i is LimX Oli's primary depth camera for humanoid navigation

    Source
  • Intel

    Inbound - Compute & Control - LimX specifies a 12th Gen Intel Core i3 computer in TRON 1

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  • Fuzhou Rockchip Electronics

    Inbound - Compute & Control - LimX specifies RK3588 motion-control compute configurations in the Oli humanoid

    Source
  • Intel

    Inbound - Compute & Control - LimX TRON 2 development expansion modules use Intel Core Ultra processors

    Source
  • Fuzhou Rockchip Electronics

    Inbound - Compute & Control - LimX LUNA uses Rockchip RK3588 processors for motion control and perception

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  • Livox

    Inbound - Perception - LimX's optional TRON 1 Sensor Expansion Kit includes a Livox MID-360 lidar

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  • Zhongding Group

    Inbound - Manufacturing - Zhongding Group manufactures robot bodies for LimX Dynamics through subsidiary Dingli Kexing

    Source
  • NVIDIA

    Inbound - Compute & Control - LimX specifies Jetson Orin compute configurations for Oli and the TRON 1 perception kit

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  • TENNIIX

    Outbound - Mobility - LimX Dynamics supplies TRON 2 wheeled-leg mobility platform for TENNIIX ULTRA MAX tennis robot

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Funding

Investors

  • Shangqi Capital - Lead - VC - 3 funding events - repeat backer - first seen 2024-07-15 - latest 2026-07-14
  • CoStone Capital - Participant - VC - 2 funding events - repeat backer - first seen 2026-02-02 - latest 2026-07-14
  • Future Capital - Participant - VC - 2 funding events - repeat backer - first seen 2023-10-18 - latest 2026-02-02
  • JD.com - Lead - Unknown - 2 funding events - repeat backer - first seen 2025-07-21 - latest 2026-02-02
  • NIO Capital - Participant - VC - 2 funding events - repeat backer - first seen 2026-02-02 - latest 2026-07-14
  • Stone Venture - Participant - VC - 2 funding events - repeat backer - first seen 2026-02-02 - latest 2026-07-14
  • Vitalbridge Capital - Lead - VC - 2 funding events - repeat backer - first seen 2023-10-18 - latest 2026-07-14
  • China Merchants Venture Capital - Lead - VC - 1 funding event - first seen 2024-07-15
  • F&G Venture - Participant - VC - 1 funding event - first seen 2023-10-18
  • Frees Fund - Participant - VC - 1 funding event - first seen 2024-07-15
  • FreeS Fund - Participant - VC - 1 funding event - first seen 2023-10-18
  • Future Capital Discovery Fund - Participant - VC - 1 funding event - first seen 2024-07-15
  • GGG Group - Participant - Angel / Individual - 1 funding event - first seen 2026-07-14
  • Hefei Binhu Industrial Development Group - Participant - Strategic Industrial - 1 funding event - strategic/corporate - first seen 2026-07-14
  • IDG Capital - Participant - VC - 1 funding event - first seen 2026-07-14
  • Incubator Group - Participant - Angel / Individual - 1 funding event - first seen 2023-10-18
  • Kinzon Capital - Participant - VC - 1 funding event - first seen 2023-10-18
  • Kyland - Participant - Unknown - 1 funding event - first seen 2026-02-02
  • Lenovo Capital - Participant - VC - 1 funding event - first seen 2023-10-18
  • Lens Technology - Participant - Angel / Individual - 1 funding event - first seen 2026-07-14
  • Nanshan SEI Investment - Participant - Unknown - 1 funding event - first seen 2026-07-14
  • Nanshan Strategic Emerging Industries Investment - Participant - Unknown - 1 funding event - first seen 2026-07-14
  • NRB Corp. - Participant - Unknown - 1 funding event - first seen 2026-02-02
  • Oasis Capital - Participant - VC - 1 funding event - first seen 2026-07-14
  • Oriental Fortune Capital - Participant - VC - 1 funding event - first seen 2026-02-02
  • Redstone VC - Participant - Angel / Individual - 1 funding event - first seen 2026-07-14
  • SAIC Shangqi Capital - Participant - VC - 1 funding event - first seen 2026-07-14
  • Stalagnate Capital - Participant - VC - 1 funding event - first seen 2023-10-18
  • VitalBridge - Participant - Unknown - 1 funding event - first seen 2024-07-15
  • WestSummit Capital - Participant - VC - 1 funding event - first seen 2026-07-14
  • Yizhuang Guotou - Participant - Angel / Individual - 1 funding event - first seen 2023-10-18
  • Zhongding Sealing - Participant - Angel / Individual - 1 funding event - first seen 2026-02-02

Team

  • Zhang Wei - Founder

Research

  • LimX Dynamics releases FluxBisimData simulation dataset

    2026-05-26 - Research Publication - The Hugging Face release contains 6,000 rows and 72.4 GB of simulated manipulation video under an Apache-2.0 licence. Tasks combine pick-and-place, opening and closing, rotation, pushing and pulling, and handover into dual-arm workflows. FluxBisim uses atomic controllers to generate training data at scale and integrates FluxVLA for model training, deployment and evaluation in simulation.

    Source
  • LimX Dynamics announces open-source FluxVLA Engine

    2026-04-30 - Research Publication - LimX Dynamics open-sourced FluxVLA Engine, a standardized VLA engineering foundation for embodied intelligence. The platform is built around unified configuration, standardized interfaces, modular decoupling and deployability. FluxVLA covers the workflow from data processing and model training to simulation, evaluation and real-robot deployment.

    Source
  • LimX Dynamics publishes DreamActor multi-source data training paradigm for embodied AI

    2025-09-02 - Research Publication - The official release positions DreamActor as a training approach for improving embodied intelligence by combining multiple data sources rather than relying on a single demonstration channel. LimX is building both humanoid hardware and the model-training substrate needed to make those systems useful.

    Source
  • LimX Dynamics demonstrates VGM embodied manipulation from human videos

    2025-02-14 - Research Publication - LimX Dynamics published VGM as an embodied manipulation algorithm that learns robot manipulation behavior from human video demonstrations. The official release frames VGM as part of LimX's embodied intelligence stack for translating visual human behavior into robot manipulation capability. Human-video training is a core path for scaling robot learning beyond hand-coded behaviors and narrow teleoperation sets.

    Source

Timeline

Events

Relations

Relationships

  • Enhanced Robotics

    Embodied Sports Robot Development Partner - LimX Dynamics and Enhanced Robotics are jointly developing and validating embodied sports robots using TRON 2 and Tenniix technology.

  • Southern University of Science and Technology

    Research Partner - LimX Dynamics announced a CoRL 2025 research partnership with SUSTech and HKU for video data training in autonomous robotic manipulation.

  • NVIDIA

    Isaac Platform Collaboration - LimX Dynamics announced work with NVIDIA Isaac Platform to advance general-purpose robotics development.

  • TENNIIX

    Joint Ultra Max Development - TENNIIX and LimX Dynamics jointly developed the ULTRA MAX tennis robot, integrating TENNIIX PRO training intelligence with LimX TRON 2 mobility.

Context

Market context

Oli — full-size humanoid platform

Comparable profiles

  • X Square Robot

    comparable profile - Biped Robot Development Platform

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  • Donut Robotics

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  • DroidUp

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  • HARIBIT

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  • PsiBot

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  • Unitree

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  • Boston Dynamics

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  • Leju Robotics

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  • Holiday Robotics

    stack adjacency - Humanoid Builders · Humanoid Robot Oem

Shared workflows

Context tags

  • Biped locomotion control - Capability - LimX develops biped locomotion control and dynamic balance.
  • Whole-body humanoid control - Capability - LimX provides whole-body humanoid control capability.
  • Biped robot OEM - Stack Layer - LimX builds complete bipedal humanoid robot platforms.
  • Biped robot development platform - Peer Group - LimX develops biped humanoid platforms for embodied intelligence R&D.
  • Humanoid robot control stack - Stack Layer - LimX builds robot-control software and agentic operating systems for humanoids.
  • Embodied robot development - Workflow - LimX develops embodied robots and control algorithms.
  • Bipedal locomotion - Capability - LimX robots demonstrate bipedal locomotion.
  • Humanoid builders - Stack Layer - LimX develops full-size humanoid robots.
  • Humanoid robot OEM - Stack Layer - LimX builds humanoid robot systems.
  • Humanoid VLA control - Workflow - LimX supports VLA-based humanoid control.
  • Humanoid robot development labs - Customer Environment - LimX serves humanoid robot development labs.