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Effector Lab

Which effector for this part?

For each part, every end-effector family we can simulate (the parallel jaw, multi-finger hands, grippers, suction cups, a soft arm and designed morphologies) grasps it on the same placements, seeds and physics. The best of each family are certified, and one effector is recommended with its certificate.

Families in this build

Training parts

PartRecommended (registered)Recommended (held)Episodes
Block30 x 40 x 60 mm · groups: 6Parallel jaw, stock bladeCorescore 0.68 · 0 mm across, ±3 mm alongParallel jaw, flat padCorescore 1.00 · ±3 mm both axes510
Flanged bushing36 x 36 x 35 mm · groups: 6Parallel jaw, configurator imprintCorescore 1.00 · ±3 mm both axesParallel jaw, configurator imprintCorescore 1.00 · ±3 mm both axes474
Hex standoff20 x 17 x 45 mm · groups: 6Designed four-finger hand, 2 joints per finger e900Rigid modelscore 0.85 · ±2 mm across, ±1 mm alongDesigned four-finger hand, 2 joints per finger e900Rigid modelscore 1.00 · ±3 mm both axes528
L-bracket40 x 30 x 40 mm · groups: 6Designed three-finger sliding hook gripper 4a1dRigid modelscore 0.56 · ±1 mm across, ±3 mm alongParallel jaw, stock bladeCorescore 0.67 · ±3 mm both axes492
Pipe tee60 x 44 x 29 mm · groups: 6Parallel jaw, flat padCorescore 0.68 · 0 mm across, ±3 mm alongParallel jaw, flat padCorescore 0.83 · ±3 mm both axes474
Steel slug40 x 40 x 50 mm · groups: 6Parallel jaw, configurator imprintCorescore 1.00 · ±3 mm both axesParallel jaw, configurator imprintCorescore 1.00 · ±3 mm both axes528

Registered is the headline: the part is lifted, held and back in the same pose whatever the placement error, which a downstream placement needs. Held only asks that it is lifted and held. Families not built yet are not in the ranking. Parallel jaw results use the core experiment's own scene and scorer.

Your own part

The Grasp Engineer can run the same tournament on an uploaded part: ask it which effector suits the part on Bring your part.