← Back to home
Comparison · Analytics

ManageEngine RecoveryManager Plus vs mlr3cmprsk

A side-by-side editorial comparison of ManageEngine RecoveryManager Plus and mlr3cmprsk — release velocity, themes, recent moves, and the top alternatives to consider.

ManageEngine RecoveryManager Plus vs mlr3cmprsk: at a glance

FeatureManageEngine RecoveryManager Plusmlr3cmprsk
SectorAnalyticsAnalytics
Velocity score2.50.0
Sparks · 30d00
Top themesad-backup, entra-id, disaster-recovery, cloud-storagemlr3, competing-risks, survival-analysis, machine-learning
Last editorial update2h ago5d ago
WebsiteVisit →Visit →

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 Build 6322 is the quietest of the run: a single fix for restarts triggered by an outdated ExchangeOnlineManagement PowerShell module during Microsoft 365 enumeration.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 →

What is mlr3cmprsk?

Competing risks arrive in mlr3, going from a non-parametric baseline to Fine-Gray regression in seven weeks.

mlr3cmprsk extends mlr3 to competing-risks analysis: learners predicting cumulative incidence functions, plus measures to score them. It appeared in February 2026 and reached 0.0.5 by April, adding a Fine-Gray learner and a Brier score along the way. The version numbers say pre-release; the cadence says active build-out.

Read the full mlr3cmprsk trajectory →

ManageEngine RecoveryManager Plus vs mlr3cmprsk: editorial side-by-side

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.

M
mlr3cmprsk
ANALYTICS
0.0

Competing risks arrive in mlr3, going from a non-parametric baseline to Fine-Gray regression in seven weeks.

◆ Current state

mlr3cmprsk extends mlr3 to competing-risks analysis: learners predicting cumulative incidence functions, plus measures to score them. It appeared in February 2026 and reached 0.0.5 by April, adding a Fine-Gray learner and a Brier score along the way. The version numbers say pre-release; the cadence says active build-out.

◆ Where it's heading

The package assembled a working evaluation stack fast. It started with the Aalen-Johansen estimator as a non-parametric baseline, added Fine-Gray as a regression alternative, then filled in the scoring side with an AUC refactor and a fixed-time Brier score. Development has run in lockstep with survdistr and mlr3extralearners, which picked up the dependency at 1.5.2.

◆ Prediction

The visible gaps are more learners — cause-specific Cox and boosting variants — and the tuning and pipeline integration the rest of mlr3 expects; the measure side currently looks further along than the model side.

Alternatives to ManageEngine RecoveryManager Plus and mlr3cmprsk

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 ManageEngine RecoveryManager Plus or mlr3cmprsk.

See all ManageEngine RecoveryManager Plus alternatives → · See all mlr3cmprsk alternatives →

Recent activity from ManageEngine RecoveryManager Plus and mlr3cmprsk

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 agomlr3cmprskBrier score for competing risks and an AUC refactor
  5. 4mo agomlr3cmprskFine-Gray learner brings regression modelling to competing risks
  6. 4mo agoManageEngine RecoveryManager PlusHardens RemCom agent against CVE-2026-2740
  7. 5mo agomlr3cmprskAalen-Johansen learner gains standard mlr3 properties
  8. 5mo agomlr3cmprskCIF interpolation pulled from survdistr
  9. 5mo agomlr3cmprskFirst release on mlr-org.r-universe
  10. 6mo agoManageEngine RecoveryManager PlusAdds S3-compatible backup repositories
  11. 9mo agoManageEngine RecoveryManager PlusAdds SIEM/syslog audit-log forwarding

Frequently asked questions

What is the difference between ManageEngine RecoveryManager Plus and mlr3cmprsk?

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 ManageEngine RecoveryManager Plus better than mlr3cmprsk?

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 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.

What are the best alternatives to mlr3cmprsk?

Top mlr3cmprsk alternatives in Analytics are ranked by recent ship velocity. Browse the "mlr3cmprsk alternatives" section above for the current picks, or visit /alternatives/mlr3cmprsk for the full list with editorial commentary on each.