For a university lab, the key question is whether the specific robot variant on offer supports custom programmes, suitable simulations and repeatable trials. The Unitree G1 EDU may suit development projects, provided EDU access is confirmed in writing. PAL Robotics TALOS is aimed at teams experienced in ROS and equipped to run a safe lab operation, while NAO 6 is primarily relevant to programming teaching and human–robot interaction. Safety planning, supervision and ongoing costs should all factor into the purchasing decision.
The right platform depends on whether a team mainly develops software, carries out physical trials or supports groups of students that change over time.
If you want to test algorithms virtually before running them on hardware, you’ll need documented programming interfaces, access to sensors and a simulation for the intended configuration. PAL Robotics documents simulation tools for its platforms, while Unitree distinguishes between the standard G1 model and the EDU edition, which is designed for custom development.
For programming modules and dissertations, new teams need to be trained, and trials must be easy to reproduce and verify. The Berlin University of Applied Sciences documents the use of NAO and Pepper for interaction projects. Before purchasing, you should also confirm software access and support for the intended period of use.
For grasping, movement or contact-based trials, researchers need to assess the specific hand and sensor setup alongside payload, movement sequences and the test environment. Dialogue and social interaction have different requirements from transporting objects or force-controlled manipulation.
Start by deciding what type of trial the platform needs to support. Then check development access, operation and support for the exact variant on offer.
Suitable if: You’re looking for a compact humanoid for your own development projects, and the offer includes the EDU variant with programming access.
Bear in mind: Unitree does not intend the standard G1 variant for secondary development, so the G1 model name alone is not enough to guarantee access.
Suitable if: An experienced research team works with ROS and plans movement or manipulation trials in a suitably equipped lab.
Bear in mind: PAL Robotics lists TALOS as 175 cm tall and weighing 95 kg. Your space, supervision and test set-up need to be suitable for this platform.
Suitable if: Your focus is on programming teaching, dialogue or social human–robot interaction.
Bear in mind: Aldebaran announced that its existing cloud services would end on 1 October 2026. Make sure accounts, applications and support are suitable for your planned teaching activities.
| Priority | What to check before buying | Who it matters most to |
|---|---|---|
| Development access and simulation | Get confirmation that the SDK, usage rights and suitable simulation models are available for the specific variant. | If you want to test your own algorithms before running them on the robot, you’ll need access beyond pre-set demonstrations. This is the main priority for around 33% of consumers. |
| Safe hardware trials | Check that the hand and sensor configuration suits your planned trials, and agree on the space, supervision and emergency stop procedures. | For grasping, transport or contact-based trials, I need to be able to repeat movements under controlled conditions. Around 27% of consumers give safe physical trials top priority. |
| Teaching and interaction | Check the programming tools, training and access for teams working with the robot one after another. | If new teams join every semester, I need practical learning pathways and repeatable interaction tasks. This is the main priority for around 20% of consumers. |
| Support and ongoing costs | Agree in writing on set-up, maintenance, spare parts, licences and response times, and clarify which documents are required for the configuration. | To use the robot across several course modules, I need to know who will help if something goes wrong and what support has been agreed. Around 20% of consumers put support and reliable operation first. |
Unitree distinguishes between the standard G1 variant and the EDU edition, which is designed for custom development. So even an offer described as a G1 does not guarantee access for your own research software.
Before ordering, get written confirmation of the full model name, SDK and API access, usage rights and supported development environment.
If the access you need is missing, you may have to switch variants or carry out additional integration work.
PAL Robotics documents Gazebo simulation for its robots. However, a simulated model will not necessarily reflect every sensor, hand and safety configuration in your planned trial.
Agree on acceptance testing for the planned sensors, end effectors and movement sequences: first in simulation, then on the robot under controlled conditions.
Adapting to real-world sensors and calibration may take extra project time.
PAL Robotics specifies TALOS as 175 cm tall, with a mass of 95 kg and a payload of 6 kg per outstretched arm. These figures also matter when planning the test environment, supervision and intended movements.
Before use, ask the relevant university teams to assess the space, safety measures, emergency stop procedures and intended load limits.
Aldebaran announced that its existing cloud services would end on 1 October 2026, with a transition to new services. For longer-term NAO projects, it’s important to know which services and applications will actually be available.
Get written confirmation of account access, licences, applications, repair options and spare parts for the intended period of use.
Switching accounts or applications may mean extra preparation time for teaching modules.
The platform ranges below serve different research and teaching needs. Suitability depends on the specific variant, equipment and operating conditions.
Friedrich-Alexander University Erlangen-Nürnberg documents research using a G1 in the EDU variant; TU Darmstadt lists a G1 in its robotics inventory.
TALOS is a humanoid research platform, and TU Darmstadt lists it in its robotics inventory. PAL Robotics also describes simulation tools for its robots.
NAO may suit programming teaching and social interaction. The Berlin University of Applied Sciences documents programmed NAO and Pepper scenarios in its lab.
If you’re planning to customise the robot, don’t rely on the G1 name alone. Unitree says the standard model does not support secondary development and points to the EDU edition for this purpose. Before ordering, get written confirmation of the exact variant and the SDK and API access you need.
PAL Robotics documents Gazebo simulation for its robots, including TALOS, TIAGo and TIAGo++. Before purchasing, check that the simulation model, sensors, end effectors and usage rights suit the exact configuration on offer.
Check which accounts, applications, licences and support options are currently available for your planned teaching projects. Aldebaran announced that its existing cloud services would end on 1 October 2026, so make sure access is confirmed for the intended period of use.
This depends on the robot’s specific configuration, its intended use and the rules that apply when it is commissioned. Check the requirements with the relevant teams and request the necessary operating, safety and conformity documents. The text of the MaschinenDG published by the Federal Ministry of Justice and Consumer Protection and the Federal Office of Justice lists, among other things, German-language operating instructions, safety information and EU declarations of conformity for products within its scope. This does not mean that any specific model complies.