{"slug":"octo","name":"Octo","domain":"octo-models.github.io","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank Octo #10 of 11 for robotics foundation model. Source: https://modelsagree.com/product/octo (modelsagree.com, CC BY 4.0).","best_rank":10,"categories":1,"entries":[{"slug":"best-robotics-foundation-model","title":"Best robotics foundation model","rank":10,"of":11,"score":2,"appearances":1,"modelRanks":{"Gemini":4},"reason":"Extremely lightweight and modular transformer-based diffusion policy that runs on commodity edge GPUs and easily adapts to custom robot configurations.","reasons":[{"model":"Gemini","reason":"Extremely lightweight and modular transformer-based diffusion policy that runs on commodity edge GPUs and easily adapts to custom robot configurations."}],"fixes":[{"model":"Gemini","fix":"Lacks the rich visual-semantic grounding of larger models, struggling to process complex, multi-step natural language instructions."}],"updated":"2026-07-15","api":"https://modelsagree.com/api/v1/best/best-robotics-foundation-model.json"}],"page":"https://modelsagree.com/product/octo","check":"https://modelsagree.com/check?q=Octo","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}