Sigma Computing
Sigma is moving data modeling out of its own UI and into the terminal.
A side-by-side editorial comparison of Mixpanel and ManageEngine M365 Manager Plus — release velocity, themes, recent moves, and the top alternatives to consider.
Mixpanel is pushing analytics out of its own tab — into Postgres, Slack, and now Glean's assistant.
A dense April run covered three fronts: enterprise administration with Custom Roles and an organization-wide Audit Log, collaboration with threaded comments and a notification center, and data reach with the Postgres Connector reaching general availability. Alerts were reworked with evaluation windows, retroactive simulation, trigger history, and webhooks. The outlier is a Glean integration that exposes Mixpanel as an MCP app inside an enterprise AI assistant.
Steady administrative depth for M365, punctuated by a run of serious security fixes.
M365 Manager Plus handles reporting, management, and automation for Microsoft 365 tenants from an on-premises install, shipping numbered builds that share a train with its sibling M365 Security Plus — the two carry overlapping notes at the same build numbers. Recent builds mix genuine administrative additions with security work: shared, guest, and resource mailboxes now count as free across all modules, group memberships can be assigned from template rules, and mailbox management actions became available inside automation policies. Builds 4817 and 4818 fixed a predictable-SSO-ticket CVE, a privilege escalation in delegated technician administration, and remote code execution via PowerShell embedded in CSV input.
A dense April run covered three fronts: enterprise administration with Custom Roles and an organization-wide Audit Log, collaboration with threaded comments and a notification center, and data reach with the Postgres Connector reaching general availability. Alerts were reworked with evaluation windows, retroactive simulation, trigger history, and webhooks. The outlier is a Glean integration that exposes Mixpanel as an MCP app inside an enterprise AI assistant.
Mixpanel is treating the query builder as a bottleneck rather than a product, and routing answers to where non-analysts already work. The Postgres Connector attacks the same problem from the other end, pulling transactional data in without ETL so fewer questions require a pipeline first. Custom Roles and the Audit Log are the enterprise prerequisites that make wider distribution sellable to security teams.
Expect more assistant-side distribution — additional MCP surfaces or chat clients querying Mixpanel directly — and further first-party connectors that skip the warehouse for common transactional sources.
M365 Manager Plus handles reporting, management, and automation for Microsoft 365 tenants from an on-premises install, shipping numbered builds that share a train with its sibling M365 Security Plus — the two carry overlapping notes at the same build numbers. Recent builds mix genuine administrative additions with security work: shared, guest, and resource mailboxes now count as free across all modules, group memberships can be assigned from template rules, and mailbox management actions became available inside automation policies. Builds 4817 and 4818 fixed a predictable-SSO-ticket CVE, a privilege escalation in delegated technician administration, and remote code execution via PowerShell embedded in CSV input.
The product's direction is administrative depth rather than new surface — more reports, more attributes exposed to bulk operations, more management tasks reachable from automation policies rather than clicked one at a time. That is the right axis for the buyer, who is a tenant administrator doing the same operation across thousands of objects. Running underneath it is a security-hardening pass that has surfaced three distinct classes of flaw in two builds, all of them in the delegation and integration machinery that lets one console administer a whole estate.
Automation policies have absorbed mailbox tasks and template rules now drive group membership, so the next candidates are the remaining manual bulk operations — license assignment and user lifecycle actions are the ones the reports keep pointing at.
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 Mixpanel or ManageEngine M365 Manager Plus.
Sigma is moving data modeling out of its own UI and into the terminal.
Marketing reporting quietly rebuilding itself around stored data instead of live API calls.
An on-prem M365 auditing tool whose releases are mostly dependency hygiene.
DuckDB in the cloud is turning into an agent's workspace, not just a query engine.
Airbyte 2.0 made the pipeline run both ways: data activation turns the warehouse into a source.
Redshift's feed is AWS documentation pages, so a patch number is the only release visible.
See all Mixpanel alternatives → · See all ManageEngine M365 Manager Plus alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. ManageEngine M365 Manager Plus is currently shipping more aggressively (velocity 5.0 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ManageEngine M365 Manager Plus is currently shipping more aggressively (velocity 5.0 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.
Top Mixpanel alternatives in Analytics are ranked by recent ship velocity. Browse the "Mixpanel alternatives" section above for the current picks, or visit /alternatives/mixpanel for the full list with editorial commentary on each.
Top ManageEngine M365 Manager Plus alternatives in Analytics are ranked by recent ship velocity. Browse the "ManageEngine M365 Manager Plus alternatives" section above for the current picks, or visit /alternatives/manageengine-m365-manager-plus for the full list with editorial commentary on each.