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The aim of this section is to provide useful **guidelines** about the features that the default and development versions provide, as well as recommendations to run experiment configurations that may not be fully supported at the moment:
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* **3.12.0b** - Shortly, this will be the Autosubmit default. Therefore, it is the recommended software to run any kind of experiments unless there is a necessity only covered by the development versions.
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* **3.12.0** - Shortly, this will be the Autosubmit default. Therefore, it is the recommended software to run any kind of experiments unless there is a necessity only covered by the development versions.
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* In this version **vertical** and **horizontal** **wrappers** are fully supported.
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* **Horizontal-vertical** wrappers are supported too. They were first developed in this Autosubmit version and they have been used in production together.
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* In this version, inner jobs inside QUEUING wrappers show a SUBMITTED status. This is fixed in 3.12.1b.
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* **3.12.1b** - This has been the Autosubmit development versions for many months, so it provides a lot of improvements, specially in terms of efficiency and stability. It also brings a full refactor of the wrappers module.
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* **3.13.0** - This has been the Autosubmit development versions for many months, so it provides a lot of improvements, specially in terms of efficiency and stability. It also brings a full refactor of the wrappers module.
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* **Multi-threaded** wrappers were introduced in this version.
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* It provides the possibility to specify **multiple hosts** for the same platform (in a list) so it is more robust against connection issues / login failures.
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* In general, **big experiments**, with **many startdates/members** or featuring very **big wrappers** run much more efficiently with 3.12.1b.
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