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Only Industry#Evaluations and benchmarks
Nov 7Sat
  1. 钛媒体50

    After Unitree's IPO, humanoid robots gather dust in warehouses: shipments, rental rates, and financing cool down

    Unitree Technology shipped over 5,500 pure bipedal humanoid robots in 2025, with humanoid robot revenue of 868 million yuan. After listing on the STAR Market in August 2026, its market value has retraced more than 55% from its peak. Daily rental rates for humanoid robots fell from about 20,000 yuan in early 2025 to the thousand-yuan level in 2026. In the first half of 2026, global shipments exceeded 22,000 units, but only about 4,000 entered factories; entertainment and commercial performances plus science education and data collection together accounted for over 60%.

Nov 5Thu
  1. 钛媒体65

    After GPT-6 Astra's release, how is the embodied intelligence industry chain landscape changing?

    After GPT-6 Astra's release, general large models can directly control robots to perform tasks; embodied data orders are rebounding, the value of body companies is being reassessed, and model companies building embodied brains now face competition on the same field as foundation model giants. In NVIDIA testing, Astra achieved a 66.3% success rate in zero-shot direct action output, higher than π0.5, but average single-inference time was 18.56 seconds, and one successful action consumes about 160,000 tokens, equivalent to $1.96. The industry currently prefers having general models handle planning and the semantic layer, while embodied models handle millisecond-level motion control and the execution layer.

Nov 4Wed
  1. 机器人产业应用 · 微信公众号62

    CAICT and Tsinghua release Embodied Intelligence Development Report (2026): models not yet converged, shakeout underway

    The China Academy of Information and Communications Technology (CAICT) and Tsinghua University's Department of Electronic Engineering jointly released the Embodied Intelligence Development Report (2026), stating that the industry is "hot on the surface but cold underneath," that a shakeout has begun, and that model approaches are far from converged. The report says domestic embodied intelligence financing totaled RMB 93.5 billion in the first half of 2026, exceeding the RMB 73.5 billion for all of 2025, while global humanoid robot shipments exceeded 22,000 units; however, education and research institutions accounted for about 55.5% of domestic winning bids, while industrial and technology enterprises accounted for only about 21.1%.

  2. 电子工程专辑 · 微信公众号55

    In the First Year of Mass Production for Humanoid Robots, Why Joint Testing and the Path from Simulation to Real-World Validation Determine Success

    The article notes that humanoid robots are moving from demonstrations to mass production, but the manipulation success rate drops sharply from 89.4% in simulation environments to 12% in real home scenarios, and reliability must be supplemented by a testing system. Integrated joint modules account for about 40% of the BOM cost of the complete machine, and GB/T 43200-2023 has provided a testing framework in four categories: motor performance, control performance, positioning accuracy, and mechanical performance. NI uses a cRIO joint test bench and a hardware-in-the-loop simulation solution based on Isaac Sim, PXI, and RDMA to try to insert an HIL stage between pure simulation and real machines, narrowing the gap in migration from simulation to reality.

Nov 2Mon
  1. 机器人全球资讯 · 微信公众号58

    Embodied intelligence moving from demos to real-world deployment still faces several hurdles

    Xinhua News Agency's China Economic Information Service and the Shanghai Industrial Innovation Center of the China Academy of Information and Communications Technology jointly released the "2026 Embodied Intelligence Industry Innovation Report," which proposes that in 2026 embodied intelligence will move from development demos to routine operation in real-world scenarios, entering a deployment growth phase. The report documents that 8 AgiBot Genie G2 units accumulated more than 64 hours of operation over 6 days of testing at Longcheer Technology's Nanchang factory, completing 64,828 tasks with a comprehensive task success rate of 99.99%, and notes that task intelligence remains slightly below L3, with bottlenecks including non-interoperable data standards, a lack of calibration for data credibility, and ownership allocation still to be improved.

  2. Fudan Multimodal Embodied Intelligence30

    Fudan team wins multiple awards at 2026 International Embodied Intelligence Skills Competition

    A joint team from Fudan University's Institute of Trustworthy Embodied Intelligence and Shanghai Xinzhi Embodied Intelligence Technology Co., Ltd. won first place in the quality inspection category at the 2026 International Embodied Intelligence Skills Competition. The student team, working with the National and Local Center, used the Linglong H wheeled-arm robot and the Linglong L bipedal robot to win two first places, one third place, and one fourth place across three categories: loading and unloading transport, firefighting, and precision assembly. In the firefighting category, the Linglong L bipedal robot completed fire detection, fire suppression, and evacuation without human intervention.

Oct 31Sat
  1. 深圳市机器人协会 · 微信公众号42

    Xuanji Dynamics' Hypertron Series Quadruped Robots Win High-Rise Fire Rescue Track at Guangzhou Safety Emergency Rescue Robot Competition

    Xuanji Dynamics' Hypertron series quadruped robots won the "High-Rise Fire Rescue Track" championship and first prize in the "Load-Bearing Climbing and Material Transport" category at the 2026 Guangzhou Safety Emergency Rescue Robot Competition. The Hypertron-SW01 is equipped with a self-developed high-torque joint motor module and a multimodal fusion perception system, features IP67 protection, and continued stable motion control, perception, and communication during a 3-minute continuous bake test at 120°C–130°C.

Oct 30Fri
  1. OFweek Robotics42

    Bringing acceptance testing before the camera: humanoid robots only truly began answering the "employment" question this year

    Humanoid robots are moving from launch-event stages to real-world settings such as the Canton Fair and cinemas for public testing. Guangzhou Zhidong Future deployed robots across five scenarios at the Canton Fair simultaneously, while Dobot's Atom worked 14 consecutive hours in a single day at a Shenzhen cinema and sold over 1,000 cups of popcorn.

Oct 29Thu
  1. 机器人全球资讯 · 微信公众号25

    Chongqing University team wins national championship in agricultural harvesting robot category at 2026 China Robot Competition

    The Chongqing University "BOBOCUP" team won the national championship in the agricultural robot—harvesting robot category at the 2026 China Robot Competition and RoboCup China Open, which concluded on October 18. This is the university's first championship at the event since it began participating in 2013. The harvesting category requires robots to complete autonomous navigation, intelligent obstacle avoidance, target recognition, fruit and vegetable grasping and harvesting, and collection at a designated location. Another team from the university placed third in the five-finger dexterous manipulation artistic skills challenge, which assesses abilities such as multi-finger fine manipulation, force control, and hand-eye coordination.

  3. 机器之心 · 微信公众号42

    What kind of data does spatial intelligence need? Interview with Yingjie Technology and CityU Associate Professor Ma Chen

    Ma Chen, associate professor at City University of Hong Kong, has joined Yingjie Technology to lead pre-research on the data direction. The company has completed two consecutive seed funding rounds over the past few months, totaling tens of millions of yuan. Yingjie is building a data pipeline spanning multimodal collection, spatiotemporal alignment, spatial structuring, and dynamic tracking and prediction validation, while advancing spatial intelligence benchmarks and post-training environments, feeding model failure modes back into data collection and training. Ma Chen proposes comparing different supervision methods under the same foundation model and the same budget, focusing on performance in unseen scenarios and task success rates.

  4. 钛媒体81

    Astra's Shockwave and the Embodied AI Industry's 50 Days

    In the 50 days since GPT-6 Astra was released, the embodied AI industry has conducted intensive evaluations and discussions around it, and general-purpose large models have begun directly taking over robot operation. Tests by SenseTime and several institutions concluded that Astra is basically capable of completing embodied tasks, but still has a clear gap from practical use in real environments, underperforming in millimeter-level contact, dynamic control, and response speed. The article also reviews industry uses such as using Astra directly for policies, reviewing VLA actions, building simulation environments, and data annotation, as well as chain reactions including cooling financing and major companies stepping up data collection.

    Why it matters: It reviews evaluation results, company reactions, and industrial chain changes in the embodied AI industry within 50 days of GPT-6 Astra's release, presenting the differentiated landscape after general-purpose large models entered robot operation.

  5. OFweek Robotics48

    Unitree's stock price returns to 700 yuan: Is the embodied intelligence industry improving?

    On October 28, Unitree rose more than 10% during intraday trading, with its stock price returning to 700 yuan. Its 2026 third-quarter report shows revenue of 1.817 billion yuan for the first three quarters, up 55.71% year on year, and net profit attributable to shareholders of 387 million yuan, up 270.54% year on year, but net profit after deducting non-recurring gains and losses was 349 million yuan, down 18.78% year on year.

  6. 钛媒体42

    Unitree's stock price returns to 700 yuan: Is the embodied intelligence industry improving?

    On October 28, Unitree rose more than 10% during intraday trading, with its stock price returning to 700 yuan. Its third-quarter report shows that revenue for the first three quarters was 1.817 billion yuan, up 55.71% year on year, and net profit attributable to shareholders was 387 million yuan, up 270.54% year on year; however, net profit after deducting non-recurring gains and losses was 349 million yuan, down 18.78% year on year.

  7. 36Kr Embodied Intelligence40

    Unitree Technology's net profit for the first three quarters was 387 million yuan, up 270.54% year on year

    Unitree Technology's first earnings report since going public shows that in the first three quarters of 2026, operating revenue was 1.817 billion yuan, up 55.71% year on year, and net profit attributable to shareholders was 387 million yuan, up 270.54% year on year. Third-quarter operating revenue was 665 million yuan, up 69.93% year on year, but net profit attributable to shareholders was 113 million yuan, down 17.37% year on year. R&D expenses rose 191.48% year on year, mainly due to a sharp increase in model R&D and computing power investment.

Oct 28Wed
  1. 未来机器人网 · 微信公众号42

    2026 Global Developer Pioneer Conference and International Embodied Intelligence Skills Competition Concludes in Shanghai Zhangjiang: Real-World Competition Across Nine Tracks, Embodied Intelligence Evaluation System Released

    The 2026 Global Developer Pioneer Conference and International Embodied Intelligence Skills Competition concluded on October 25 at the Shanghai Zhangjiang Science Hall. More than 800 teams and over a thousand robots competed across 9 tracks and 23 events in the industrial, service, and special-purpose domains, testing continuous operation capability in real-world scenarios, with 16 first prizes awarded.

Oct 27Tue
  1. SoftBank Robotics42

    SoftBank Robotics ranks first globally in sales of professional indoor facility mobility robots, per Grand View Research

    According to Grand View Research's 2025 market study, SoftBank Robotics Group ranks first in the global professional indoor facility mobility robot market (including cleaning robots and indoor delivery service robots) by estimated revenue; it previously held the top spot in 2021.

Oct 26Mon
  1. 未来机器人网 · 微信公众号42

    CITIC Securities Research Report: GPT-6 Astra Enters Robot Control, Physical AI Reaches a Major Inflection Point

    A CITIC Securities research report concludes that GPT-6 Astra, released by OpenAI on September 3, 2026, is extending from high-level robot task planning toward motion generation and execution control, and that general and specialized models are more likely in the near term to divide work and coordinate.

Oct 23Fri
  1. 机器人全球资讯 · 微信公众号60

    Frost & Sullivan Report: Top Five Global Humanoid Robot Revenue Rankings for First Half of 2026 All Chinese Companies, UBTECH Leads

    International consulting firm Frost & Sullivan released the "2026 Global Humanoid Robot Market Research Report": in the first half of 2026, global humanoid robot sales reached 36,000 units and revenue reached USD 540 million, already exceeding the full-year 2025 figures of 35,000 units and USD 500 million.

Oct 21Wed
  1. 钛媒体34

    Edge AI Daily Morning Brief (October 21)

    An evaluation by SenseTime together with teams including Daxiao Robotics and Nanyang Technological University shows that GPT-6-Astra came close to full marks on several of 12 simulation benchmarks (100% on LIBERO-Long++, 98.8% on SIMPLE), but after deployment on 8 real robot platforms, all 11 attempts to plug in a plug failed and folding clothes ran into trouble. Its high scores also depend on two "boosters": in-context learning (ICL) and relaxing the action step limit to 10x; on the long-horizon household benchmark BEHAVIOR, its success rate was only 37.0%.

Oct 15Thu
  1. OFweek Robotics73

    IDC data reveals divergence in quadruped robot market volume and price, with industrial applications leading growth

    IDC's "Worldwide Quadruped Robot Market Shares, 1H26" shows that in the first half of 2026, the global quadruped robot market exceeded $400 million, up 95.4% year over year, with shipments exceeding 49,000 units. Education and research and home consumer use contributed about 60% of shipments but accounted for less than one-third of revenue.

Oct 13Tue
  1. 36Kr Embodied Intelligence36

    "Qiusuo" 4.0 released: China's first evaluation benchmark for the entire AI industry chain

    The "Qiusuo" 4.0 evaluation benchmark was officially released on October 13. It is China's first evaluation benchmark covering the entire AI industry chain, spanning computing power, model algorithms, intelligent systems and products, industry applications, and security governance. The system is divided into four major sections: basic software and hardware, models and intelligent systems, security governance, and industry implementation. It includes 16 evaluation tools and covers areas such as intelligent computing clouds, large models, agents, and embodied intelligence. Product validation has already been completed in scenarios including finance, electric power, and petroleum and petrochemicals, and multiple rounds of pilot evaluations have been carried out.

Oct 10Sat
Oct 3Sat
  1. 北京理工大学 · 微信公众号50

    Beijing Institute of Technology's IN²Bot Team Wins Two Embodied Intelligence Competition Championships at CVPR 2026 and ICRA 2026

    The IN²Bot team from the School of Automation at Beijing Institute of Technology won championships in embodied intelligence competitions at two major international conferences: it took first place in the CVPR 2026 ManiSkill-ViTac Visuotactile Embodied Dual-Arm Manipulation Challenge with a 700-point lead, using a solution that includes a self-developed tactile encoder and an action memory module; and it won the ICRA 2026 Fifth Mobile Robot Autonomous Navigation Challenge with the highest score overall, using methods covering a spatial traversability cognitive reasoning field, local reactive planning, and safety-barrier trajectory control.

Sep 23Wed
  1. Dexmal 原力灵机 · 微信公众号44

    Force Machine's Tang Wenbin Attends 2026 World Manufacturing Convention, Shares DM0.5 Progress and Views on Embodied AI Deployment

    Tang Wenbin, founder and CEO of Force Machine, shared progress on embodied AI deployment at the 2026 World Manufacturing Convention (Hefei), presenting three proven scenario samples built on "specialization, composition, and scheduling," and argued that all robots should share a single "brain" rather than insisting on a single "body."

Aug 30Sun
  1. UniX AI/优理奇 · YouTube32

    UniX AI Wins One Gold, One Silver, One Bronze at 2026 World Humanoid Robot Games

    UniX AI sent three robots to the 2026 World Humanoid Robot Games, and all three won medals, taking one gold, one silver, and one bronze. Panther won gold in the hotel service scenario and successfully defended its title, while the other two robots took silver and bronze in the emergency incident response and emergency fire rescue scenarios, respectively. The Games featured 666 teams and 2,056 robots competing across 21 real-world scenario events.

Aug 28Fri
Jul 5Sun
  1. 加速进化 · 微信公众号59

    Accelerated Evolution Booster robots help multiple teams sweep all bipedal humanoid gold medals at RoboCup 2026

    RoboCup 2026 concluded in Incheon, South Korea. Tsinghua University's Huoshen team, equipped with the Accelerated Evolution Booster T1, successfully defended its world championship in the Large group, having ended a 28-year title drought for Chinese teams in Brazil a year earlier.