← Back to home
Comparison · Analytics

ggeffects vs ManageEngine RecoveryManager Plus

A side-by-side editorial comparison of ggeffects and ManageEngine RecoveryManager Plus — release velocity, themes, recent moves, and the top alternatives to consider.

ggeffects vs ManageEngine RecoveryManager Plus: at a glance

FeatureggeffectsManageEngine RecoveryManager Plus
SectorAnalyticsAnalytics
Velocity score0.02.5
Sparks · 30d00
Top themesmarginal-effects, r-stats, statistics, breaking-changesad-backup, entra-id, disaster-recovery, cloud-storage
Last editorial update5d ago56m ago
WebsiteVisit →Visit →

What is ggeffects?

ggeffects hands its contrast engine to modelbased and keeps the interface

ggeffects computes and plots marginal effects for a long tail of R model classes. Its recent line has two threads: steadily broadening model support and argument surface, and repeatedly absorbing breaking changes from the packages it computes on top of. In 2.2.0 it stopped absorbing them and delegated test_predictions() and johnson_neyman() to modelbased instead.

Read the full ggeffects trajectory →

What is ManageEngine RecoveryManager Plus?

RecoveryManager Plus keeps widening its backup coverage across the Microsoft identity estate.

RecoveryManager Plus is a backup-and-recovery tool for Active Directory and Microsoft 365, and it is the most feature-active of the ManageEngine set here. Recent builds add real backup coverage — AD sites and subnets, Entra ID local admin passwords, S3-compatible repositories, SIEM audit forwarding, and Entra ID BitLocker recovery keys — alongside CVE patches and RemCom agent hardening. Build 6322 is the quietest of the run: a single fix for restarts triggered by an outdated ExchangeOnlineManagement PowerShell module during Microsoft 365 enumeration.

Read the full ManageEngine RecoveryManager Plus trajectory →

ggeffects vs ManageEngine RecoveryManager Plus: editorial side-by-side

G
ggeffects
ANALYTICS
0.0

ggeffects hands its contrast engine to modelbased and keeps the interface

◆ Current state

ggeffects computes and plots marginal effects for a long tail of R model classes. Its recent line has two threads: steadily broadening model support and argument surface, and repeatedly absorbing breaking changes from the packages it computes on top of. In 2.2.0 it stopped absorbing them and delegated test_predictions() and johnson_neyman() to modelbased instead.

◆ Where it's heading

The package is settling into a front-end role — a consistent predict_response() interface over other people's estimation engines — rather than owning the computation itself. The 2.x releases also show a pattern of removing deprecated arguments and clarifying mixed-model semantics, so the interface is being tightened as the backend is outsourced.

◆ Prediction

Expect the features lost in the modelbased handover to return as that package's contrast and slope estimation matures, rather than being reimplemented locally.

M2.5

RecoveryManager Plus keeps widening its backup coverage across the Microsoft identity estate.

◆ Current state

RecoveryManager Plus is a backup-and-recovery tool for Active Directory and Microsoft 365, and it is the most feature-active of the ManageEngine set here. Recent builds add real backup coverage — AD sites and subnets, Entra ID local admin passwords, S3-compatible repositories, SIEM audit forwarding, and Entra ID BitLocker recovery keys — alongside CVE patches and RemCom agent hardening. Build 6322 is the quietest of the run: a single fix for restarts triggered by an outdated ExchangeOnlineManagement PowerShell module during Microsoft 365 enumeration.

◆ Where it's heading

The direction is coverage expansion: methodically extending what can be backed up and restored across on-prem AD and Entra ID, while broadening cloud storage targets and operational integrations. The dependence on Microsoft's own PowerShell modules is the cost of that coverage, and 6322 shows where it bites — a stale module on the customer's side takes the product down mid-enumeration. Feature builds and pure-fix builds alternate at roughly a two-month cadence, so a single-issue build reads as a gap between feature cycles rather than a slowdown.

◆ Prediction

Expect continued expansion of Entra ID and cloud-native backup coverage and more storage-target options, with security patches folded into each build; the next build carrying a Features section is due on the cadence this feed has held.

Alternatives to ggeffects and ManageEngine RecoveryManager Plus

Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either ggeffects or ManageEngine RecoveryManager Plus.

See all ggeffects alternatives → · See all ManageEngine RecoveryManager Plus alternatives →

Recent activity from ggeffects and ManageEngine RecoveryManager Plus

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoManageEngine RecoveryManager PlusFixes restarts from an outdated Exchange Online PowerShell module
  2. 2mo agoManageEngine RecoveryManager PlusPatches CVE-2026-11374 in cross-product SSO
  3. 2mo agoManageEngine RecoveryManager PlusAdds AD site/subnet and Entra ID password backup
  4. 4mo agoManageEngine RecoveryManager PlusHardens RemCom agent against CVE-2026-2740
  5. 6mo agoManageEngine RecoveryManager PlusAdds S3-compatible backup repositories
  6. 9mo agoManageEngine RecoveryManager PlusAdds SIEM/syslog audit-log forwarding
  7. 1y agoggeffectsggeffects delegates contrasts and slopes to modelbased
  8. 1y agoggeffectsFive focal terms and formula-based contrast tests
  9. 1y agoggeffectsMixed-model predictions split type from interval
  10. 1y agoggeffectsBias correction for back-transformed mixed-model predictions
  11. 1y agoggeffectsSupport for WeightIt model classes
  12. 2y agoggeffectsglmgee support and vcov controls for ggemmeans()

Frequently asked questions

What is the difference between ggeffects and ManageEngine RecoveryManager Plus?

They serve adjacent needs but don't currently overlap on shipped themes. ManageEngine RecoveryManager Plus is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is ggeffects better than ManageEngine RecoveryManager Plus?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ManageEngine RecoveryManager Plus is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.

What are the best alternatives to ggeffects?

Top ggeffects alternatives in Analytics are ranked by recent ship velocity. Browse the "ggeffects alternatives" section above for the current picks, or visit /alternatives/ggeffects for the full list with editorial commentary on each.

What are the best alternatives to ManageEngine RecoveryManager Plus?

Top ManageEngine RecoveryManager Plus alternatives in Analytics are ranked by recent ship velocity. Browse the "ManageEngine RecoveryManager Plus alternatives" section above for the current picks, or visit /alternatives/manageengine-recoverymanager-plus for the full list with editorial commentary on each.