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RobotData — Training the physical world.

© 2026 RobotData · Demo content

Hardware / Dual Arm

ALOHA 2

Bimanual ViperX 300 station · Trossen Robotics / Stanford + Google DeepMind

Robot profile & datasetsOpen in knowledge graphVendor page
DEGREES OF FREEDOM
12
PAYLOAD
0.75 kg
REACH
750 mm
CONTROL RATE
50 Hz
POWER
Mains powered station
RUNTIME
Continuous duty
ONBOARD COMPUTE
Workstation with 2 arms + 4 cameras
INTERFACES
USB serial to 4 arms, ROS

Actuators

3

Joints and end effectors that produce the action vector recorded in datasets.

Follower arms

×2

ViperX 300 6-DoF

750 g payload each

Leader arms

×2

WidowX 250 6-DoF

teleoperation masters

Grippers

×2

Low-friction parallel jaw

redesigned in ALOHA 2 for fine insertion

Motors & drives

2

The drive units inside those joints, with torque and reduction details.

Dynamixel XM540-W270

Smart servo

10.6 N·m stall, shoulder/elbow

Dynamixel XM430-W350

Smart servo

wrist joints

Sensors

4

Observation streams available to a policy running on this platform.

Wrist cameras

RGB

2 × 640×480 @ 50 fps

Top camera

RGB

overhead scene view

Low camera

RGB

table-level view for insertion

Joint states

Servo encoders

14-dim action vector at 50 Hz

Bimanual teleoperation station used for ALOHA, Mobile ALOHA and ALOHA Unleashed datasets.

Data recorded on this hardware

Resolving related models, datasets and papers…

Dual Arm datasets in the catalog

All dual arm data Compare other hardware
Representative still for Mobile ALOHAReal-world Indexed

Mobile ALOHA

Source: Stanford IRIS & REAL Labs

HouseholdDual ArmHome
EPISODES
1.1K
HOURS
5.8
CAMERAS
4
Open Source50 Hz

RGB Video · Joint Positions · Actions · Robot State

Representative still for ManiSkill2Simulation Indexed

ManiSkill2

Source: UC San Diego Hao Su Lab

ManufacturingDual ArmFactory
EPISODES
30K
HOURS
166.7
CAMERAS
3
Open Source100 Hz

RGB Video · Depth · Joint Positions · Actions +1

Representative still for ALOHA Static Bimanual DemosReal-world Indexed

ALOHA Static Bimanual Demos

Source: Stanford IRIS & REAL Labs

ManufacturingDual ArmLab
EPISODES
1.0K
HOURS
5.6
CAMERAS
4
Open Source50 Hz

RGB Video · Joint Positions · Actions · Robot State

Representative still for MimicGenSynthetic Indexed

MimicGen

Source: NVIDIA GEAR Lab

ManufacturingDual ArmFactory
EPISODES
50K
HOURS
277.8
CAMERAS
3
Open Source20 Hz

RGB Video · Depth · Joint Positions · Actions +1