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    <title>topic Re: Credit Usage: Hosted Feature Layer vs. Feature Collection in ArcGIS Online Questions</title>
    <link>https://community.esri.com/t5/arcgis-online-questions/credit-usage-hosted-feature-layer-vs-feature/m-p/1677205#M67573</link>
    <description>&lt;P&gt;In the context of ArcGIS Online, the terms "feature layer (hosted)" and "feature layer collection" are equivalent. The former is typically used in user-facing contexts, like the documentation and user-interface, while the latter usually appears in systems administration and programmatic contexts. Both are generally synonymous with "feature service" too.&lt;/P&gt;&lt;P&gt;A "feature collection" is different. It is a sub-type of "feature layer", supporting a specific, limited set of functionality (see &lt;A href="https://doc.arcgis.com/en/arcgis-online/reference/feature-layers.htm#GUID-304463C0-25BD-4FEA-8DD6-AD82F2C96B56:~:text=editing%20on%20them.-,Feature%20collections,-Feature%20collection%20items" target="_self"&gt;Feature collections&lt;/A&gt;.)&amp;nbsp; For example, when you save a route from Map Viewer, it is stored as a "feature collection", and in the Online interfaced, it is listed as a "Route layer" with a source of "Feature collection".&lt;/P&gt;</description>
    <pubDate>Sat, 10 Jan 2026 15:50:03 GMT</pubDate>
    <dc:creator>PeterKnoop</dc:creator>
    <dc:date>2026-01-10T15:50:03Z</dc:date>
    <item>
      <title>Credit Usage: Hosted Feature Layer vs. Feature Collection</title>
      <link>https://community.esri.com/t5/arcgis-online-questions/credit-usage-hosted-feature-layer-vs-feature/m-p/1088638#M41720</link>
      <description>&lt;P&gt;I am trying to keep my credit usage minimal on ArcGIS Online. I have a standard python notebook that reaches out to an API, makes a query , pushes the query results into a spatial dataframe and then either updates a feature layer if it already exists, or if not, publishes the feature layer. Everything works, its great.&lt;/P&gt;&lt;P&gt;However, I noticed my credit balance dropping a little faster than I'd like. So I wanted to take a look at whether I was using the most appropriate feature layer type. I took a look at the Understanding Credits documentation, specifically &lt;A href="https://doc.arcgis.com/en/arcgis-online/administer/credits.htm#ESRI_SECTION1_4E74456E44D84BFDB5A590BA86FB3B76" target="_self"&gt;Credits by Capability&lt;/A&gt; and noted that Feature Storage is charged at a rate of 2.4 credits per 10MB stored, calculated hourly while Feature Collection storage is charged at a rate of 1.2 credits per 1GB stored, calculated hourly.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;That's a significant savings, but I am confused.&lt;/P&gt;&lt;TABLE border="1" width="100%"&gt;&lt;TBODY&gt;&lt;TR&gt;&lt;TD width="33.333333333333336%"&gt;&lt;STRONG&gt;Capability&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD width="33.333333333333336%"&gt;&lt;STRONG&gt;Example of where used&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD width="33.333333333333336%"&gt;&lt;STRONG&gt;Credits used&lt;/STRONG&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD width="33.333333333333336%"&gt;&lt;SPAN&gt;Feature storage, excluding feature attachments,&amp;nbsp;&lt;/SPAN&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/reference/feature-layers.htm#GUID-304463C0-25BD-4FEA-8DD6-AD82F2C96B56" target="_blank" rel="noopener"&gt;feature collections&lt;/A&gt;&lt;SPAN&gt;, and features associated with&amp;nbsp;&lt;/SPAN&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/administer/configure-location-tracking.htm" target="_blank" rel="noopener"&gt;location tracking&lt;/A&gt;&lt;/TD&gt;&lt;TD width="33.333333333333336%"&gt;&lt;SPAN&gt;Store a&amp;nbsp;&lt;/SPAN&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/manage-data/publish-features.htm" target="_blank" rel="noopener"&gt;hosted feature layer&lt;/A&gt;&lt;/TD&gt;&lt;TD width="33.333333333333336%"&gt;&lt;P&gt;2.4 credits per 10 MB stored per month, calculated hourly&lt;/P&gt;&lt;DIV class="panel trailer-1 note"&gt;&lt;H5&gt;Note:&lt;/H5&gt;&lt;P&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/manage-data/manage-hosted-feature-layers.htm" target="_blank" rel="noopener"&gt;Feature layer settings&lt;/A&gt;, such as&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;SPAN class="uicontrol"&gt;Enable Sync&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/SPAN&gt;and&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;SPAN class="uicontrol"&gt;Keep track of created and updated features&lt;/SPAN&gt;, can increase storage size over time.&lt;/P&gt;&lt;/DIV&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD width="33.333333333333336%"&gt;&lt;SPAN&gt;Storage of all content, excluding hosted feature layers and content in&amp;nbsp;&lt;/SPAN&gt;&lt;SPAN class="ph"&gt;ArcGIS Notebooks&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD width="33.333333333333336%"&gt;&lt;P&gt;Store&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/reference/what-is-web-map.htm" target="_blank" rel="noopener"&gt;web maps&lt;/A&gt;&lt;/P&gt;&lt;P&gt;Store&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/reference/feature-layers.htm#GUID-304463C0-25BD-4FEA-8DD6-AD82F2C96B56" target="_blank" rel="noopener"&gt;feature collections&lt;/A&gt;&lt;/P&gt;&lt;P&gt;Store&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/manage-data/manage-hosted-feature-layers.htm#ESRI_SECTION1_3FA256DBA3D94BBB9F21CA1481E656E3" target="_blank" rel="noopener"&gt;attachments in a hosted feature layer&lt;/A&gt;&lt;/P&gt;&lt;P&gt;Store&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/manage-data/publish-vector-tiles.htm" target="_blank" rel="noopener"&gt;published vector tile layers&lt;/A&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;from&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;SPAN class="ph"&gt;ArcGIS Pro&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;Store&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;A href="https://doc.arcgis.com/en/arcgis-online/manage-data/publish-scenes.htm#ESRI_SECTION1_B1CE8603397E4B359A203D336B20BEC1" target="_blank" rel="noopener"&gt;scene layer packages&lt;/A&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;from&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;SPAN class="ph"&gt;ArcGIS Pro&lt;/SPAN&gt;&lt;/P&gt;&lt;/TD&gt;&lt;TD width="33.333333333333336%"&gt;&lt;SPAN&gt;1.2 credits per 1 GB stored per month, calculated hourly&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;/TBODY&gt;&lt;/TABLE&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Feature Storage cites the example of storing a hosted feature layer - makes sense. Meanwhile, storage of all content, excluding hosted feature layers and content in ArcGIS Notebooks cites multiple different examples, including storing Feature Collections.&lt;/P&gt;&lt;P&gt;In my python notebook, I create a Feature Layer from a spatial dataframe already populated with x/y coordinates and attributes using:&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="JohnMDye_0-1628802443472.png" style="width: 999px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/20771i336E04AF9A7B9008/image-size/large?v=v2&amp;amp;px=999" role="button" title="JohnMDye_0-1628802443472.png" alt="JohnMDye_0-1628802443472.png" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;which produces a Feature Layer Collection. All is good. But then I look in My Content in my organization and the item type is shown as Feature Layer (hosted).&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="JohnMDye_1-1628802492732.png" style="width: 999px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/20772i7B69930EBF9871FF/image-size/large?v=v2&amp;amp;px=999" role="button" title="JohnMDye_1-1628802492732.png" alt="JohnMDye_1-1628802492732.png" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;So which is it? A Hosted Feature Layer or a Feature Layer Collection? Am I going to be charged 2.4 credits per 10MB/month or 1.2 credits per 1GB/month for my Feature Layer Collection/Feature Layer (hosted) item.&lt;/P&gt;&lt;P&gt;OR am I thinking about Feature Collections wrong and the Feature Layer collection is actually the Shapefile that was generated, which the Feature Layer (hosted) was then created from and the Shapefile is what costs 1.2 credits per 1GB/month while the Feature Layer (hosted) costs 2/4 credits per 10MB/month.&lt;/P&gt;</description>
      <pubDate>Thu, 12 Aug 2021 21:08:36 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-online-questions/credit-usage-hosted-feature-layer-vs-feature/m-p/1088638#M41720</guid>
      <dc:creator>JohnMDye</dc:creator>
      <dc:date>2021-08-12T21:08:36Z</dc:date>
    </item>
    <item>
      <title>Re: Credit Usage: Hosted Feature Layer vs. Feature Collection</title>
      <link>https://community.esri.com/t5/arcgis-online-questions/credit-usage-hosted-feature-layer-vs-feature/m-p/1402644#M58396</link>
      <description>&lt;P&gt;I am researching the same thing. As this post is a few years old, was there any resolution as methods for minimal credits usage?&amp;nbsp;&lt;a href="https://community.esri.com/t5/user/viewprofilepage/user-id/337472"&gt;@JohnMDye&lt;/a&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Fri, 29 Mar 2024 17:13:22 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-online-questions/credit-usage-hosted-feature-layer-vs-feature/m-p/1402644#M58396</guid>
      <dc:creator>KateDoughty1</dc:creator>
      <dc:date>2024-03-29T17:13:22Z</dc:date>
    </item>
    <item>
      <title>Re: Credit Usage: Hosted Feature Layer vs. Feature Collection</title>
      <link>https://community.esri.com/t5/arcgis-online-questions/credit-usage-hosted-feature-layer-vs-feature/m-p/1677205#M67573</link>
      <description>&lt;P&gt;In the context of ArcGIS Online, the terms "feature layer (hosted)" and "feature layer collection" are equivalent. The former is typically used in user-facing contexts, like the documentation and user-interface, while the latter usually appears in systems administration and programmatic contexts. Both are generally synonymous with "feature service" too.&lt;/P&gt;&lt;P&gt;A "feature collection" is different. It is a sub-type of "feature layer", supporting a specific, limited set of functionality (see &lt;A href="https://doc.arcgis.com/en/arcgis-online/reference/feature-layers.htm#GUID-304463C0-25BD-4FEA-8DD6-AD82F2C96B56:~:text=editing%20on%20them.-,Feature%20collections,-Feature%20collection%20items" target="_self"&gt;Feature collections&lt;/A&gt;.)&amp;nbsp; For example, when you save a route from Map Viewer, it is stored as a "feature collection", and in the Online interfaced, it is listed as a "Route layer" with a source of "Feature collection".&lt;/P&gt;</description>
      <pubDate>Sat, 10 Jan 2026 15:50:03 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-online-questions/credit-usage-hosted-feature-layer-vs-feature/m-p/1677205#M67573</guid>
      <dc:creator>PeterKnoop</dc:creator>
      <dc:date>2026-01-10T15:50:03Z</dc:date>
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