DeepSeek R1 vs Gemini Robotics 2

At a Glance

Compare
DeepSeek R1DeepSeek
Gemini Robotics 2Google DeepMind
Pricing and Limits
Context windowMaximum documented tokens164KNot reported
Model facts checkedAug 28, 2026View model evidence →Aug 29, 2026View model evidence →
Different Model RolesThese models do not share a sourced market category. Their primary-source facts remain comparable below, while performance claims require matched 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

FieldDeepSeek-R1Gemini Robotics 2
DeveloperDeepSeekGoogle DeepMind
FamilyDeepseek R1Gemini Robotics
ModelDeepSeek-R1Gemini Robotics 2
VersionDeepSeek-R12
Lifecycleactivepreview
Released2025-01-202026-07-30
Knowledge cutoffUnknownUnknown
Input modalitiesTextText, Image, Robot state
Output modalitiesTextRobot action
Context window164KUnknown
Total parameters684.5BUnknown
Active parameters37BUnknown
LicensemitUnknown
Open weightsYesNo
API availableYesUnknown
Self-hostableYesUnknown
Provider accessHugging Face (Standard), Openrouter (Standard)Unknown
Capabilitieschat, generation, reasoningcross-embodiment, dexterous-manipulation, whole-body-control, multi-robot-collaboration
Robotics model typeUnknownVision-language-action model
Action representationUnknownMotor-control actions
Control architectureUnknownVision-language-action model
Inference locationUnknownUnknown
Native control rate (Hz)UnknownUnknown
Supported embodimentsUnknownApptronik Apollo 2 with Inspire hands, Apptronik Apollo 2 with Sharpa hands, Franka Duo with Robotiq gripper
Training dataUnknownNot disclosed in the cited model page.

DeepSeek R1 Capabilities

chatgenerationreasoning
Model typeUnknown
InferenceUnknown
Action representationUnknown
Supported embodimentsUnknown
Canonical IDdeepseek-ai/DeepSeek-R1

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

DeepSeek R1 vs Gemini Robotics 2 FAQs

Is DeepSeek R1 or Gemini Robotics 2 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both DeepSeek R1 and Gemini Robotics 2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, DeepSeek R1 or Gemini Robotics 2?+

Only DeepSeek R1 has a directly sourced input price: $0.70 per million tokens. Only DeepSeek R1 has a directly sourced output price: $2.50 per million tokens.

Which has a larger context window, DeepSeek R1 or Gemini Robotics 2?+

Neither model has a larger sourced context window in this comparison. DeepSeek R1 is 164K and Gemini Robotics 2 is —.

Which performs better in benchmarks, DeepSeek R1 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 DeepSeek R1 or Gemini Robotics 2 be self-hosted?+

DeepSeek R1 is the only model in this pair currently marked as self-hostable. DeepSeek R1 is open weight; Gemini Robotics 2 is not marked open weight.

Can DeepSeek R1 and Gemini Robotics 2 understand images?+

DeepSeek R1 is not 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, DeepSeek R1 or Gemini Robotics 2?+

Neither has a larger sourced maximum output. DeepSeek R1 is 33K and Gemini Robotics 2 is —.

Do DeepSeek R1 and Gemini Robotics 2 support reasoning and tool use?+

DeepSeek R1: reasoning. Gemini Robotics 2: image input. Feature support does not establish relative quality.

Which is available from more inference providers, DeepSeek R1 or Gemini Robotics 2?+

DeepSeek R1 has 2 sourced provider routes; Gemini Robotics 2 has 0, so DeepSeek R1 has broader tracked availability.

Which offers better value, DeepSeek R1 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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