MobileVLM by Meituan
Vision-language model designed for mobile and embedded devices.
Vision & Multimodal Usefulness score 61.7 October 2026 edition
Sponsored model
“AI that moves with you.” — Sponsorship changes tile size only; it has no effect on this model's rank or score. Editorial policy.
Why MobileVLM ranks #67
MobileVLM sits at #67 in the October 2026 Top 100 AI Models ranking, placing it among the vision & multimodal we consider most useful to practitioners this month. Our editors weigh real-world capability, reliability across repeated tasks, cost and latency efficiency, how easy the model is to access, and the strength of its tooling ecosystem.
Best suited for
Teams evaluating vision & multimodal should shortlist MobileVLM when they need vision-language model designed for mobile and embedded devices. As always, run your own evaluation on your data before committing.
How to move up
Rank changes come from measurable improvements — new releases, better documentation, broader availability, or stronger independent benchmark results. Vendors can submit updates through our How to Rank page. Sponsorship cannot move a model's position.
More in Vision & Multimodal
- #31 Qwen-VL — Alibaba Cloud
- #42 LLaVA-NeXT — LLaVA Team
- #43 IDEFix — Hugging Face
- #44 CogVLM — Zhipu AI
- #48 Hunyuan — Tencent
- #50 Emu 3.0 — BAAI
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