Gemini Robotics 1.5
What ChatGPT, Claude, Gemini & Grok actually say · August 2026
Visit deepmind.google ↗The verdict
Gemini Robotics 1.5 appears in 1 AI-ranked category — best position #1 for robotics foundation model.
Positioning brief — for the Gemini Robotics 1.5 team
Why the models put Gemini Robotics 1.5 at #1 for robotics foundation model
- long-horizon reasoning GPT · Claude · Grok“unusually capable long-horizon reasoning when paired with Gemini Robotics-ER”
- agentic multi-step planning Claude · Grok“agentic multi-step planning”
- cross-embodiment transfer GPT · Claude“cross-embodiment transfer”
- spatial/multi-view understanding GPT · Grok“spatial/multi-view understanding”
What would move the rank — the models’ fix lines, unified
- Limited public access GPT · Claude · Grok“Limited public access (partner-only)”
- no open weights GPT · Claude“no open weights”
- higher latency/compute demands Grok“higher latency/compute demands vs. compact on-device options”
Restructured from verbatim model output · nothing invented · every quote machine-verified
Strongest demonstrated general-purpose VLA for semantic, visual, action, and task generalization, with cross-embodiment transfer and unusually capable long-horizon reasoning when paired with Gemini Robotics-ER
Claude The highest raw capability in the category — embodied reasoning (ER 1.5 via the Gemini API), agentic multi-step planning, cross-embodiment transfer, and an on-device variant; near-tie with GR00T N1.5, ranked above it on capability, below π0.5 on access.
Grok Excellent long-horizon reasoning, spatial/multi-view understanding, and agentic capabilities via Gemini backbone; strong partnerships (Boston Dynamics Atlas, Apptronik) for industrial/general deployment.
Where Gemini Robotics 1.5 falls short, per the models
- GPT Limited partner access and no open weights make it unsuitable for practitioners needing self-service deployment or deep customization
- Claude The full VLA is gated behind a trusted-tester program rather than open weights, so most teams can only touch the ER reasoning layer via API — not for anyone who needs to own and modify the policy.
- Grok Limited public access (partner-only); higher latency/compute demands vs. compact on-device options.
Top alternatives per the models: NVIDIA Isaac GR00T N1.7 · OpenVLA · Physical Intelligence π0 · Physical Intelligence π0.5
Head-to-head — how the models call it
Watch Gemini Robotics 1.5
Boards re-poll weekly and the models change their minds. One short email only when Gemini Robotics 1.5's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
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Gemini Robotics 1.5 ranks #1 for best robotics foundation model by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-robotics-foundation-model?utm_source=badge&utm_medium=embed&utm_campaign=badge-gemini-robotics-1-5)<a href="https://modelsagree.com/best/best-robotics-foundation-model?utm_source=badge&utm_medium=embed&utm_campaign=badge-gemini-robotics-1-5"><img src="https://modelsagree.com/badge/gemini-robotics-1-5.svg" alt="Gemini Robotics 1.5 — ranked #1 for Best robotics foundation model by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology