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Education & Research

Learn robotics, prototype ideas and run repeatable experiments with accessible platforms.

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Questions to answer before choosing

Use these three questions to define the job before comparing products.

  • Which age group, curriculum or research question must the platform support?
  • Are source code, simulation, ROS and low-level control interfaces available?
  • Can the institution afford maintenance, spares and multiple student users?

When not to automate yet

Consider whether improving the current workflow would meet your needs first.

Works well when
  • A stated teaching goal or research question
  • Source code, simulation and low-level interfaces that are actually open
  • A budget that covers consumables, spares and student wear
What to check
  • Durability and spare-part lead time at class-scale use
  • Whether documentation and course material are sufficient
  • Access to the low-level control the research question needs
Not a magic solution
  • A replacement for course design and teacher time
  • Maintenance-free operation under heavy shared use
  • Industrial-grade reliability at teaching prices

Three ways to solve the same problem

Choose the lowest layer that reliably removes the bottleneck.

01

Process first

Standardize the workflow, remove unnecessary steps and measure the bottleneck before buying technology.

02

Software automation

Use workflows, RPA or AI agents when the work is digital and the inputs and exceptions can be defined.

03

Physical robot

Use an arm, AMR, drone or humanoid when movement in the real world is the constraint to remove.

Tools for this scene · 169 tools

Unitree G1

Unitree G1

Humanoid Robots

Compact humanoid with separate G1 and G1 EDU configurations

ROS
PaidView details

From US $13.5K (tax and shipping excluded)

Dify

Dify

AI Agents

Open-source LLM app development platform

Open sourcePublic API / SDK
FreemiumView details

Open source

AGIBOT X1

AGIBOT X1

Humanoid Robots

Open-source humanoid research platform with documented inference software

Open sourcePublic API / SDKROS
PaidView details

Not specified · Contact the vendor for pricing

AGIBOT A3

AGIBOT A3

Humanoid Robots

Full-size humanoid for stage performance and research

Public API / SDK
PaidView details

Not specified · Contact the vendor for pricing

Kinova Link 6

Kinova Link 6

Robotic Arms

Six-axis industrial cobot with 6 kg continuous payload at 200 mm from the wrist

PaidView details
Universal Robots UR10e

Universal Robots UR10e

Robotic Arms

A six-axis collaborative robot arm with a 12.5 kg payload and 1300 mm reach.

ROS
PaidView details

Contact the vendor for pricing

FANUC CRX-20iA/L

FANUC CRX-20iA/L

Robotic Arms

Six-axis collaborative arm with 20 kg wrist load and 1418 mm reach

PaidView details

Contact the vendor for pricing

FANUC CRX-10iA/L

FANUC CRX-10iA/L

Robotic Arms

Six-axis collaborative arm with 10 kg wrist load and 1418 mm reach

PaidView details

Contact the vendor for pricing

FANUC CRX-10iA

FANUC CRX-10iA

Robotic Arms

Six-axis collaborative arm with 10 kg wrist load and 1249 mm reach

PaidView details

Contact the vendor for pricing

FANUC CRX-5iA

FANUC CRX-5iA

Robotic Arms

Six-axis collaborative arm with 5 kg wrist load and 994 mm reach

PaidView details

Contact the vendor for pricing

DOBOT CR20A

DOBOT CR20A

Robotic Arms

Collaborative arm with 1700 mm working radius

PaidView details

Contact the vendor for pricing

DOBOT Nova 5

DOBOT Nova 5

Robotic Arms

Collaborative arm with 850 mm working radius

PaidView details

Contact the vendor for pricing

Franka Research 3

Franka Research 3

Robotic Arms

Seven-axis research arm with torque sensing and 1 kHz control access

Public API / SDKROS
PaidView details

Contact the vendor for pricing

UFACTORY Lite 6

UFACTORY Lite 6

Robotic Arms

Compact six-axis arm for 600 g loads and 440 mm reach

Public API / SDKROS
PaidView details

Pricing and stock vary by configuration and region; check the official store

Kinova Gen3

Kinova Gen3

Robotic Arms

Six- or seven-axis research arm with Kortex control

Public API / SDKROS
PaidView details
UFACTORY 850

UFACTORY 850

Robotic Arms

A six-axis collaborative arm with a 5 kg payload, 850 mm reach and ±0.02 mm repeatability.

Open sourcePublic API / SDKROS
PaidView details

Pricing and stock vary by controller configuration and region; check the official store

Techman TM20

Techman TM20

Robotic Arms

Vision-equipped collaborative arm with 20 kg payload and 1300 mm reach

PaidView details

Contact the vendor for pricing

Techman TM14

Techman TM14

Robotic Arms

Vision-equipped collaborative arm with 14 kg payload and 1100 mm reach

PaidView details

Contact the vendor for pricing

Techman TM12

Techman TM12

Robotic Arms

Vision-equipped collaborative arm with 12 kg payload and 1300 mm reach

PaidView details

Contact the vendor for pricing

Techman TM5-900

Techman TM5-900

Robotic Arms

Vision-equipped collaborative arm with 4 kg payload and 946 mm reach

PaidView details

Contact the vendor for pricing

Techman TM5-700

Techman TM5-700

Robotic Arms

Vision-equipped collaborative arm with 6 kg payload and 746 mm reach

PaidView details

Contact the vendor for pricing

Microduck

Microduck

Humanoid Robots

25 cm open-source biped for reinforcement-learning experiments

Open sourcePublic API / SDKROS
PaidView details

Announced · Pre-order

Sponsored
Elephant myCobot

Elephant myCobot

Robotic Arms

Desktop cobot for education and makers

Open sourcePublic API / SDKROS
PaidView details

¥4999 起

Elephant Robotics Mercury B1

Elephant Robotics Mercury B1

Robotic Arms

Elephant Robotics' Mercury B1 is a semi-humanoid robot with 17 degrees of freedom and dual seven-axis arms for embodied intelligence research.

Public API / SDKROS
PaidView details