Helix 02 vs Gemini Robotics 2

At a Glance

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Helix 02Figure
Gemini Robotics 2Google DeepMind
Pricing and Limits
Context windowMaximum documented tokensNot reportedNot reported
Model facts checkedAug 29, 2026View model evidence →Aug 29, 2026View model evidence →

Available Benchmarks

All benchmark results →
No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

Side-by-Side Facts

FieldHelix 02Gemini Robotics 2
DeveloperFigureGoogle DeepMind
FamilyHelixGemini Robotics
ModelHelix 02Gemini Robotics 2
Version022
Lifecycleactivepreview
Released2026-01-052026-07-30
Knowledge cutoffUnknownUnknown
Input modalitiesText, Image, Robot stateText, Image, Robot state
Output modalitiesRobot actionRobot action
Context windowUnknownUnknown
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableNoUnknown
Self-hostableNoUnknown
Provider accessUnknownUnknown
Capabilitiesdexterous-manipulation, long-horizon-control, tactile-control, whole-body-controlcross-embodiment, dexterous-manipulation, whole-body-control, multi-robot-collaboration
Robotics model typeVision-language-action modelVision-language-action model
Action representationFull-body joint targetsMotor-control actions
Control architectureSemantic reasoning, visuomotor policy, and kHz whole-body controllerVision-language-action model
Inference locationOn deviceUnknown
Native control rate (Hz)UnknownUnknown
Supported embodimentsFigure 03Apptronik Apollo 2 with Inspire hands, Apptronik Apollo 2 with Sharpa hands, Franka Duo with Robotiq gripper
Training dataFigure reports more than 1,000 hours of human motion data plus sim-to-real reinforcement learning for its whole-body controller.Not disclosed in the cited model page.

Helix 02 Capabilities

dexterous-manipulationlong-horizon-controltactile-controlwhole-body-control
Model typeVision-language-action model
InferenceOn device
Action representationFull-body joint targets
Supported embodiments1
Canonical IDfigure/helix-02

Gemini Robotics 2 Capabilities

cross-embodimentdexterous-manipulationwhole-body-controlmulti-robot-collaboration
Model typeVision-language-action model
InferenceUnknown
Action representationMotor-control actions
Supported embodiments3
Canonical IDgoogle-deepmind/gemini-robotics-2

Primary Evidence

Sources and Freshness

Questions

Helix 02 vs Gemini Robotics 2 FAQs

Is Helix 02 or Gemini Robotics 2 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Helix 02 and Gemini Robotics 2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Helix 02 or Gemini Robotics 2?+

Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.

Which has a larger context window, Helix 02 or Gemini Robotics 2?+

Neither model has a sourced context window in this comparison, so a larger limit cannot be determined.

Which performs better in benchmarks, Helix 02 or Gemini Robotics 2?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Helix 02 or Gemini Robotics 2 be self-hosted?+

Helix 02's sourced self-hosting status is unsupported; Gemini Robotics 2's is unknown. An unknown status does not establish support or lack of support. Helix 02 is not marked open weight; Gemini Robotics 2 is not marked open weight.

Can Helix 02 and Gemini Robotics 2 understand images?+

Helix 02 is documented with image input; Gemini Robotics 2 is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Helix 02 or Gemini Robotics 2?+

Neither model has a sourced maximum output in this comparison, so a larger limit cannot be determined.

Do Helix 02 and Gemini Robotics 2 support reasoning and tool use?+

Helix 02: image input. Gemini Robotics 2: image input. Feature support does not establish relative quality.

Which is available from more inference providers, Helix 02 or Gemini Robotics 2?+

Helix 02 has 0 sourced provider routes; Gemini Robotics 2 has 0, a tie.

Which offers better value, Helix 02 or Gemini Robotics 2?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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