diff --git a/python/pluginResources/packaging/pypi-rank.json b/python/pluginResources/packaging/pypi-rank.json
new file mode 100644
index 000000000000..40004865d4aa
--- /dev/null
+++ b/python/pluginResources/packaging/pypi-rank.json
@@ -0,0 +1,16004 @@
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+      "downloads": 325094
+    },
+    {
+      "name": "python-constraint",
+      "downloads": 324869
+    },
+    {
+      "name": "adyen",
+      "downloads": 324856
+    },
+    {
+      "name": "pyobjc-framework-corelocation",
+      "downloads": 324685
+    },
+    {
+      "name": "pyobjc-framework-inputmethodkit",
+      "downloads": 324438
+    },
+    {
+      "name": "sqlalchemy-serializer",
+      "downloads": 324369
+    },
+    {
+      "name": "travis",
+      "downloads": 324283
+    },
+    {
+      "name": "tap-py",
+      "downloads": 324259
+    },
+    {
+      "name": "hvplot",
+      "downloads": 324186
+    },
+    {
+      "name": "pyobjc-framework-collaboration",
+      "downloads": 323715
+    },
+    {
+      "name": "pyobjc-framework-servicemanagement",
+      "downloads": 323630
+    },
+    {
+      "name": "pyobjc-framework-corebluetooth",
+      "downloads": 323540
+    },
+    {
+      "name": "pyobjc-framework-applescriptobjc",
+      "downloads": 323483
+    },
+    {
+      "name": "pyobjc-framework-dictionaryservices",
+      "downloads": 323419
+    },
+    {
+      "name": "dash-daq",
+      "downloads": 323289
+    },
+    {
+      "name": "twitter-common-app",
+      "downloads": 323251
+    },
+    {
+      "name": "twitter-common-string",
+      "downloads": 323175
+    },
+    {
+      "name": "pynvml",
+      "downloads": 323032
+    },
+    {
+      "name": "twitter-common-process",
+      "downloads": 322899
+    },
+    {
+      "name": "pyobjc-framework-instantmessage",
+      "downloads": 322855
+    },
+    {
+      "name": "pyobjc-framework-opendirectory",
+      "downloads": 322517
+    },
+    {
+      "name": "pansi",
+      "downloads": 322512
+    },
+    {
+      "name": "pyobjc-framework-accounts",
+      "downloads": 322311
+    },
+    {
+      "name": "lesscpy",
+      "downloads": 322069
+    },
+    {
+      "name": "english",
+      "downloads": 322054
+    },
+    {
+      "name": "django-split-settings",
+      "downloads": 322047
+    },
+    {
+      "name": "pyobjc-framework-eventkit",
+      "downloads": 321920
+    },
+    {
+      "name": "dm-sonnet",
+      "downloads": 321819
+    },
+    {
+      "name": "columnar",
+      "downloads": 321557
+    },
+    {
+      "name": "zope-lifecycleevent",
+      "downloads": 321460
+    },
+    {
+      "name": "evdev",
+      "downloads": 321453
+    },
+    {
+      "name": "pyobjc-framework-corewlan",
+      "downloads": 321390
+    },
+    {
+      "name": "pyobjc-framework-social",
+      "downloads": 321187
+    },
+    {
+      "name": "zipfile36",
+      "downloads": 320974
+    },
+    {
+      "name": "repoze-sendmail",
+      "downloads": 320876
+    },
+    {
+      "name": "requests-http-signature",
+      "downloads": 320751
+    },
+    {
+      "name": "pyobjc-framework-imagecapturecore",
+      "downloads": 320713
+    },
+    {
+      "name": "pyghmi",
+      "downloads": 320208
+    },
+    {
+      "name": "smbus2",
+      "downloads": 320175
+    },
+    {
+      "name": "aliyun-python-sdk-alidns",
+      "downloads": 320107
+    },
+    {
+      "name": "pyobjc-framework-coreaudio",
+      "downloads": 320039
+    },
+    {
+      "name": "pyobjc-framework-avkit",
+      "downloads": 319949
+    },
+    {
+      "name": "pyobjc-framework-calendarstore",
+      "downloads": 319909
+    },
+    {
+      "name": "pyobjc-framework-avfoundation",
+      "downloads": 319846
+    },
+    {
+      "name": "aqtinstall",
+      "downloads": 319697
+    },
+    {
+      "name": "nplusone",
+      "downloads": 319468
+    },
+    {
+      "name": "pycobertura",
+      "downloads": 319344
+    },
+    {
+      "name": "pyobjc-framework-storekit",
+      "downloads": 319333
+    },
+    {
+      "name": "spyne",
+      "downloads": 319301
+    },
+    {
+      "name": "pyobjc-framework-netfs",
+      "downloads": 319262
+    },
+    {
+      "name": "pyobjc-framework-gamecenter",
+      "downloads": 319250
+    },
+    {
+      "name": "mohawk",
+      "downloads": 319236
+    },
+    {
+      "name": "pyobjc-framework-mapkit",
+      "downloads": 319218
+    },
+    {
+      "name": "pyobjc-framework-scenekit",
+      "downloads": 319157
+    },
+    {
+      "name": "pyobjc-framework-imserviceplugin",
+      "downloads": 318972
+    },
+    {
+      "name": "nostradamus",
+      "downloads": 318913
+    },
+    {
+      "name": "pyobjc-framework-notificationcenter",
+      "downloads": 318912
+    },
+    {
+      "name": "pyobjc-framework-multipeerconnectivity",
+      "downloads": 318897
+    },
+    {
+      "name": "clang",
+      "downloads": 318880
+    },
+    {
+      "name": "pyobjc-framework-spritekit",
+      "downloads": 318875
+    },
+    {
+      "name": "pyobjc-framework-iosurface",
+      "downloads": 318832
+    },
+    {
+      "name": "pyobjc-framework-cryptotokenkit",
+      "downloads": 318778
+    },
+    {
+      "name": "pyobjc-framework-modelio",
+      "downloads": 318745
+    },
+    {
+      "name": "pyobjc-framework-photos",
+      "downloads": 318736
+    },
+    {
+      "name": "pyobjc-framework-networkextension",
+      "downloads": 318602
+    },
+    {
+      "name": "pyobjc-framework-photosui",
+      "downloads": 318483
+    },
+    {
+      "name": "pyobjc-framework-contactsui",
+      "downloads": 318472
+    },
+    {
+      "name": "pyobjc-framework-contacts",
+      "downloads": 318469
+    },
+    {
+      "name": "tailer",
+      "downloads": 318418
+    },
+    {
+      "name": "np-utils",
+      "downloads": 318251
+    },
+    {
+      "name": "pyobjc-framework-libdispatch",
+      "downloads": 317964
+    },
+    {
+      "name": "pyobjc-framework-safariservices",
+      "downloads": 317936
+    },
+    {
+      "name": "pyobjc-framework-gamecontroller",
+      "downloads": 317892
+    },
+    {
+      "name": "sphinx-markdown-builder",
+      "downloads": 317869
+    },
+    {
+      "name": "pytest-airflow",
+      "downloads": 317861
+    },
+    {
+      "name": "pyomo",
+      "downloads": 317766
+    },
+    {
+      "name": "pyobjc-framework-cloudkit",
+      "downloads": 317746
+    },
+    {
+      "name": "pyobjc-framework-localauthentication",
+      "downloads": 317568
+    },
+    {
+      "name": "pyobjc-framework-mediaaccessibility",
+      "downloads": 317566
+    },
+    {
+      "name": "pyobjc-framework-findersync",
+      "downloads": 317541
+    },
+    {
+      "name": "vk-api",
+      "downloads": 317492
+    },
+    {
+      "name": "pyobjc-framework-medialibrary",
+      "downloads": 317202
+    },
+    {
+      "name": "spyder",
+      "downloads": 317183
+    },
+    {
+      "name": "pyvisa",
+      "downloads": 317181
+    },
+    {
+      "name": "kivy-garden",
+      "downloads": 316999
+    },
+    {
+      "name": "edx-proctoring",
+      "downloads": 316852
+    },
+    {
+      "name": "django-jet",
+      "downloads": 316840
+    },
+    {
+      "name": "tempest",
+      "downloads": 316838
+    },
+    {
+      "name": "django-organizations",
+      "downloads": 316775
+    },
+    {
+      "name": "bcp",
+      "downloads": 316763
+    },
+    {
+      "name": "pyobjc-framework-intents",
+      "downloads": 316728
+    },
+    {
+      "name": "jsl",
+      "downloads": 316676
+    },
+    {
+      "name": "django-impersonate",
+      "downloads": 316534
+    },
+    {
+      "name": "python-quickbooks",
+      "downloads": 316497
+    },
+    {
+      "name": "konlpy",
+      "downloads": 316325
+    },
+    {
+      "name": "django-push-notifications",
+      "downloads": 315854
+    },
+    {
+      "name": "bcdoc",
+      "downloads": 315757
+    },
+    {
+      "name": "pyscss",
+      "downloads": 315745
+    },
+    {
+      "name": "pipx",
+      "downloads": 315621
+    },
+    {
+      "name": "htpasswd",
+      "downloads": 315463
+    },
+    {
+      "name": "pyobjc-framework-mediaplayer",
+      "downloads": 315233
+    },
+    {
+      "name": "subprocess-tee",
+      "downloads": 315078
+    },
+    {
+      "name": "sqlalchemy-repr",
+      "downloads": 314847
+    },
+    {
+      "name": "django-admin-list-filter-dropdown",
+      "downloads": 314728
+    },
+    {
+      "name": "numcodecs",
+      "downloads": 314146
+    },
+    {
+      "name": "pyslack",
+      "downloads": 313851
+    },
+    {
+      "name": "kfac",
+      "downloads": 313734
+    },
+    {
+      "name": "jsoncomment",
+      "downloads": 313676
+    },
+    {
+      "name": "nuts-finder",
+      "downloads": 313534
+    },
+    {
+      "name": "dopamine-rl",
+      "downloads": 313485
+    },
+    {
+      "name": "numpy-quaternion",
+      "downloads": 313423
+    },
+    {
+      "name": "python-social-auth",
+      "downloads": 313382
+    },
+    {
+      "name": "sox",
+      "downloads": 313332
+    },
+    {
+      "name": "pip-compile-multi",
+      "downloads": 313262
+    },
+    {
+      "name": "zope-cachedescriptors",
+      "downloads": 313179
+    },
+    {
+      "name": "pyobjc-framework-security",
+      "downloads": 313139
+    },
+    {
+      "name": "compress-json",
+      "downloads": 313046
+    },
+    {
+      "name": "zope-testing",
+      "downloads": 313020
+    },
+    {
+      "name": "dbnd-spark",
+      "downloads": 312948
+    },
+    {
+      "name": "djangocms-attributes-field",
+      "downloads": 312872
+    },
+    {
+      "name": "emcee",
+      "downloads": 312551
+    },
+    {
+      "name": "mattermostwrapper",
+      "downloads": 312503
+    },
+    {
+      "name": "pytest-black",
+      "downloads": 312477
+    },
+    {
+      "name": "captcha",
+      "downloads": 312440
+    },
+    {
+      "name": "trufflehog",
+      "downloads": 312279
+    },
+    {
+      "name": "zope-exceptions",
+      "downloads": 312120
+    },
+    {
+      "name": "zarr",
+      "downloads": 311840
+    },
+    {
+      "name": "hunspell",
+      "downloads": 311622
+    },
+    {
+      "name": "style",
+      "downloads": 311611
+    },
+    {
+      "name": "apnswrapper",
+      "downloads": 311270
+    },
+    {
+      "name": "zope-dottedname",
+      "downloads": 310764
+    },
+    {
+      "name": "pyobjc-framework-securityinterface",
+      "downloads": 310733
+    },
+    {
+      "name": "pyobjc-framework-coreaudiokit",
+      "downloads": 310118
+    },
+    {
+      "name": "yahoo-fin",
+      "downloads": 309582
+    },
+    {
+      "name": "zope-publisher",
+      "downloads": 309368
+    },
+    {
+      "name": "pyobjc-framework-discrecording",
+      "downloads": 309272
+    },
+    {
+      "name": "pyobjc-framework-securityfoundation",
+      "downloads": 309125
+    },
+    {
+      "name": "stemming",
+      "downloads": 308936
+    },
+    {
+      "name": "pyhaversion",
+      "downloads": 308823
+    },
+    {
+      "name": "flask-seasurf",
+      "downloads": 308664
+    },
+    {
+      "name": "pyobjc-framework-discrecordingui",
+      "downloads": 308547
+    },
+    {
+      "name": "pep257",
+      "downloads": 308461
+    },
+    {
+      "name": "pyobjc-framework-osakit",
+      "downloads": 308344
+    },
+    {
+      "name": "pyobjc-framework-dvdplayback",
+      "downloads": 308065
+    },
+    {
+      "name": "paretochart",
+      "downloads": 307997
+    },
+    {
+      "name": "fnbot2",
+      "downloads": 307807
+    },
+    {
+      "name": "mne",
+      "downloads": 307795
+    }
+  ]
+}
\ No newline at end of file
diff --git a/python/src/com/jetbrains/python/packaging/management/ui/PyPackageManagerUiConfirmationHelpers.kt b/python/src/com/jetbrains/python/packaging/management/ui/PyPackageManagerUiConfirmationHelpers.kt
index 75b07e569093..2cd9a7a5a5c5 100644
--- a/python/src/com/jetbrains/python/packaging/management/ui/PyPackageManagerUiConfirmationHelpers.kt
+++ b/python/src/com/jetbrains/python/packaging/management/ui/PyPackageManagerUiConfirmationHelpers.kt
@@ -11,6 +11,7 @@ import com.intellij.openapi.ui.Messages
 import com.jetbrains.python.PyBundle
 import com.jetbrains.python.packaging.PyRequirement
 import com.jetbrains.python.packaging.ui.PyChooseRequirementsDialog
+import com.jetbrains.python.packaging.utils.PyPIPackageRanking
 import com.jetbrains.python.statistics.PyPackagesUsageCollector
 import kotlinx.coroutines.Dispatchers
 import kotlinx.coroutines.withContext
@@ -21,34 +22,47 @@ internal object PyPackageManagerUiConfirmationHelpers {
   internal suspend fun getConfirmedPackages(pyRequirements: List<PyRequirement>, project: Project): List<PyRequirement> {
     if (pyRequirements.isEmpty())
       return emptyList()
+
+    val (rankedPackages, unrankedPackages) = pyRequirements.partition { requirement ->
+      PyPIPackageRanking().rankedPackages.await().map { it.name }.contains(requirement.name)
+    }
+
+      if (unrankedPackages.isEmpty()) {
+      return pyRequirements
+    }
+
     val confirmationEnabled = PropertiesComponent.getInstance()
       .getBoolean(CONFIRM_PACKAGE_INSTALLATION_PROPERTY, true)
 
-    if (!confirmationEnabled)
+    if (!confirmationEnabled) {
       return pyRequirements
+    }
 
-    if (pyRequirements.size == 1) {
-      val pyPackage = pyRequirements.first()
+    val confirmedUnranked = if (unrankedPackages.size == 1) {
+      val pyPackage = unrankedPackages.first()
       if (askSingleFileConfirmation(pyPackage, project)) {
-        return listOf(pyPackage)
+        listOf(pyPackage)
       }
       else {
         PyPackagesUsageCollector.installAllCanceledEvent.log()
-        return listOf()
+        emptyList()
+      }
+    }
+    else {
+      withContext(Dispatchers.EDT) {
+        val dialog = PyChooseRequirementsDialog(project, unrankedPackages) { it.presentableText }
+        val result = dialog.showAndGet()
+        if (!result) {
+          PyPackagesUsageCollector.installAllCanceledEvent.log()
+          emptyList()
+        }
+        else {
+          dialog.markedElements
+        }
       }
     }
 
-    return withContext(Dispatchers.EDT) {
-      val dialog = PyChooseRequirementsDialog(project, pyRequirements) { it.presentableText }
-      val result = dialog.showAndGet()
-      if (!result) {
-        PyPackagesUsageCollector.installAllCanceledEvent.log()
-        listOf()
-      }
-      else {
-        dialog.markedElements
-      }
-    }
+    return rankedPackages + confirmedUnranked
   }
 
   private suspend fun askSingleFileConfirmation(pyRequirement: PyRequirement, project: Project): Boolean = withContext(Dispatchers.EDT) {
diff --git a/python/src/com/jetbrains/python/packaging/utils/PyPIPackageRanking.kt b/python/src/com/jetbrains/python/packaging/utils/PyPIPackageRanking.kt
new file mode 100644
index 000000000000..871d910086d4
--- /dev/null
+++ b/python/src/com/jetbrains/python/packaging/utils/PyPIPackageRanking.kt
@@ -0,0 +1,57 @@
+// Copyright 2000-2025 JetBrains s.r.o. and contributors. Use of this source code is governed by the Apache 2.0 license.
+package com.jetbrains.python.packaging.utils
+
+import com.google.common.io.Resources
+import com.intellij.openapi.components.Service
+import com.intellij.openapi.components.service
+import com.jetbrains.python.packaging.PyPackageName
+import kotlinx.coroutines.*
+import kotlinx.serialization.Serializable
+import kotlinx.serialization.json.Json
+import org.jetbrains.annotations.ApiStatus
+import java.net.URL
+
+@ApiStatus.Internal
+fun PyPIPackageRanking(): PyPIPackageRanking = service<PyPIPackageRankingImpl>()
+
+@ApiStatus.Internal
+interface PyPIPackageRanking {
+  val rankedPackages: Deferred<Set<PyPackageName>>
+}
+
+@Serializable
+private data class Packages(
+  val packages: List<PackageEntry>
+)
+
+@Serializable
+private data class PackageEntry(
+  val name: String,
+  val downloads: Int
+)
+
+@Service(Service.Level.APP)
+private class PyPIPackageRankingImpl(coroutineScope: CoroutineScope) : PyPIPackageRanking {
+
+  override val rankedPackages: Deferred<HashSet<PyPackageName>> = coroutineScope.async(Dispatchers.IO) {
+    loadAndParseRankingData()
+  }
+
+  private suspend fun loadAndParseRankingData(): HashSet<PyPackageName> = withContext(Dispatchers.IO) {
+    val resource = loadResource()
+    parseJsonToList(resource).packages.map { PyPackageName.from(it.name) }.toHashSet()
+  }
+
+  private fun loadResource(): URL =
+    PyPIPackageRanking::class.java.getResource(RANKING_RESOURCE_PATH)
+    ?: error("Python package ranking not found")
+
+  private fun parseJsonToList(resource: URL): Packages {
+    val jsonString = Resources.asCharSource(resource, Charsets.UTF_8).read()
+    return Json.decodeFromString<Packages>(jsonString)
+  }
+
+  private companion object {
+    const val RANKING_RESOURCE_PATH = "/packaging/pypi-rank.json"
+  }
+}
\ No newline at end of file