compare/yolo26-vs-yolo11/ #23927
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👋 Hello, thank you for your interest in Ultralytics 🚀! This is an automated response to help get things moving, and an Ultralytics engineer will also assist soon 😊 We recommend a visit to the Docs for new users where you can find many Python and CLI usage examples and where many of the most common questions may already be answered. If your discussion is about comparing models such as YOLO26 and YOLO11 ❓, please share as much context as possible about your target hardware, deployment environment, latency requirements, and whether your priority is edge efficiency, CPU inference, or production accuracy so the team can guide you more effectively. If this is a 🐛 Bug Report, please provide a minimum reproducible example to help us debug it. If this is a custom training ❓ Question, please provide as much information as possible, including dataset image examples and training logs, and verify you are following our Tips for Best Training Results. Join the Ultralytics community where it suits you best. For real-time chat, head to Discord 🎧. Prefer in-depth discussions? Check out Discourse. Or dive into threads on our Subreddit to share knowledge with the community. UpgradeUpgrade to the latest pip install -U ultralyticsEnvironmentsYOLO may be run in any of the following up-to-date verified environments (with all dependencies including CUDA/CUDNN, Python and PyTorch preinstalled):
StatusIf this badge is green, all Ultralytics CI tests are currently passing. CI tests verify correct operation of all YOLO Modes and Tasks on macOS, Windows, and Ubuntu every 24 hours and on every commit. |
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compare/yolo26-vs-yolo11/
Compare Ultralytics YOLO26 and YOLO11 performance, architecture, CPU inference, NMS-free design, and best-use cases to pick the right model for edge and production.
https://docs.ultralytics.com/compare/yolo26-vs-yolo11/
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