Vision-language-action

Physical Intelligence π0.6

A hierarchical VLA described in Physical Intelligence’s model card, with semantic subtask prediction and an action expert built around a Gemma 3 backbone.

Source contextPrimary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Reviewed recordLast reviewed 3 sources ↗6 sourced fields

Architecture and scope

The card explicitly separates the base π0.6 model from π*0.6, which adds reinforcement learning. Its out-of-the-box evaluations should not be presented as results for the starred variant.

Source contextPrimary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Access and reproducibility

Public model card; public checkpoint access not verified. Record the exact checkpoint, embodiment and data normalization when reproducing a policy.

Source contextPrimary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Interpretation

OpenPI availability for earlier models does not establish π0.6 weight availability.

Source contextPrimary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Model identity

Developer
Physical Intelligence
Primary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Exact version / scope
π0.6 model card, 2025-11-17
Primary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Category
Vision-language-action
Primary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Access model
Public model card; public checkpoint access not verified
Primary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

License
Not publicly disclosed

Inputs, outputs & embodiment

Inputs
Images, language, proprioception and optional conditioning metadata
Primary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Outputs
High-level subtasks and continuous action chunks
Primary specReviewed
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Embodiment
Not publicly disclosed

Implementation & training

Compute
Not publicly disclosed
Training-data disclosures
Not publicly disclosed
Integrations
Not publicly disclosed

Reported benchmark results

Context before scores. Results from different benchmarks are not directly comparable. A simulation result does not establish real-world reliability, safety or commercial availability.
No result meets our complete revision and methodology requirements for this record yet. Inspect the original benchmark documentation before comparing published scores.

What this evidence does not establish

  • OpenPI availability for earlier models does not establish π0.6 weight availability.
  • Commercial price and operational support terms were not verified.

Relationships & deployments

Related reading is an editorial crosslink. Sourced connections describe relationships reported in the cited material. A link to a versioned profile does not establish compatibility with that version unless the connection note explicitly identifies it.

develops
Physical Intelligence → Physical Intelligence π0.6
Sources 2
Physical Intelligence — official portfolio and company information

Physical Intelligence · Publication date not disclosed · Source accessed 2026-09-28

Official-source text was reviewed through live web search/open output; some direct page fetches were sparse or blocked. Stored claims are limited to the inspected primary text. Recheck page rendering during the next source audit.

Physical Intelligence — partner accounts and deployment limitations

Physical Intelligence · Publication date not disclosed · Source accessed 2026-09-28

Official-source text was reviewed through live web search/open output; some direct page fetches were sparse or blocked. Stored claims are limited to the inspected primary text. Recheck page rendering during the next source audit.

Connection reviewed 2026-09-28

develops
Physical Intelligence → Physical Intelligence π0.6
Sources 1
π0.6 model card

Physical Intelligence · Published 2025-11-17 · Source accessed 2026-09-28

Connection reviewed 2026-09-28

Record history & verified changes

A research review records when we checked a source. It does not mark a product launch or a new deployment.

Initial reviewed record. No subsequent field change has been recorded.

Inspect the evidence

Sources & evidence

co-physical-intelligence
Physical Intelligence — official portfolio and company information

Physical Intelligence · Official spec · Publication date not disclosed · Source accessed 2026-09-28

Factual summary and attribution only; no upstream prose or dataset redistributed.

Official-source text was reviewed through live web search/open output; some direct page fetches were sparse or blocked. Stored claims are limited to the inspected primary text. Recheck page rendering during the next source audit.

co-physical-intelligence-2
Physical Intelligence — partner accounts and deployment limitations

Physical Intelligence · Official spec · Publication date not disclosed · Source accessed 2026-09-28

Factual summary and attribution only; no upstream prose or dataset redistributed.

Official-source text was reviewed through live web search/open output; some direct page fetches were sparse or blocked. Stored claims are limited to the inspected primary text. Recheck page rendering during the next source audit.