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SmolVLA
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
SmolVLA appears in 1 AI-ranked category.
GPT —Claude #5Gemini —Grok —
Purpose-built for the typical practitioner's actual budget — sub-1B parameters, trains and runs on a single consumer GPU, tight LeRobot integration with cheap arms (SO-100/101), making it the lowest-friction on-ramp to real VLA work.
Where SmolVLA falls short, per the models
- Claude Small-model ceiling — it cannot match frontier generalization or dexterity, so it suits learning, prototyping, and narrow tasks rather than a genuinely general-purpose robot.
Top alternatives per the models: Gemini Robotics 1.5 · OpenVLA · NVIDIA Isaac GR00T N-Series · NVIDIA Isaac GR00T N1.7
Rankings are computed from what the models answer, re-polled weekly · raw reasoning shown verbatim · methodology