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Glances vs Holistics

A side-by-side editorial comparison of Glances and Holistics — release velocity, themes, recent moves, and the top alternatives to consider.

Glances vs Holistics: at a glance

FeatureGlancesHolistics
SectorAnalyticsAnalytics
Velocity score2.58.8
Sparks · 30d02
Top themessystem monitoring, security audit, gpu monitoring, rest apianalytics, bi, ai-governance, self-service-analytics
Last editorial update1mo ago11h ago
WebsiteVisit →Visit →

What is Glances?

Every Glances release this year has carried CVE fixes — the monitoring tool is being audited in public.

Six releases since March, and all but one ship security patches. 4.5.2 alone corrected eight CVEs: CORS defaults allowing cross-origin credential theft, incomplete secrets redaction leaking password hashes and SNMP credentials through /api/v4/args, missing host validation leaving the REST API open to DNS rebinding, SQL injection in the DuckDB export, command injection through process names in action templates, and credential leakage via Zeroconf-spoofed browser autodiscovery. The pattern continues through 4.5.3, 4.5.4, 4.5.5 and 4.5.6, the last fixing a value-level bypass that leaked credentials embedded in URL config values. Alongside it, hardware coverage keeps widening — Intel and AMD GPUs, NVIDIA Jetson, Rockchip NPU and MPP, Raspberry Pi VideoCore.

Read the full Glances trajectory →

What is Holistics?

Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly

Holistics is in an active multi-track build across three distinct areas: AI governance (trace AI-triggered queries, per-user MCP access, data redaction for AI), self-service intelligence (anomaly detection, root-cause analysis), and a UX overhaul (new universal sidebar, dark mode). The pace is 3–5 releases per week with a high proportion of user-visible changes.

Read the full Holistics trajectory →

Glances vs Holistics: editorial side-by-side

G
Glances
ANALYTICS
2.5

Every Glances release this year has carried CVE fixes — the monitoring tool is being audited in public.

◆ Current state

Six releases since March, and all but one ship security patches. 4.5.2 alone corrected eight CVEs: CORS defaults allowing cross-origin credential theft, incomplete secrets redaction leaking password hashes and SNMP credentials through /api/v4/args, missing host validation leaving the REST API open to DNS rebinding, SQL injection in the DuckDB export, command injection through process names in action templates, and credential leakage via Zeroconf-spoofed browser autodiscovery. The pattern continues through 4.5.3, 4.5.4, 4.5.5 and 4.5.6, the last fixing a value-level bypass that leaked credentials embedded in URL config values. Alongside it, hardware coverage keeps widening — Intel and AMD GPUs, NVIDIA Jetson, Rockchip NPU and MPP, Raspberry Pi VideoCore.

◆ Where it's heading

This is what it looks like when a tool that grew up as a local terminal dashboard gets taken seriously as a network service. Nearly every advisory in the window comes from the same root assumption — that the REST API, XML-RPC server and autodiscovery browser are on a trusted network — and the fixes are systematically removing that assumption: authentication warnings on startup, host validation, tighter CORS, redaction that covers values as well as keys. The feature work continues in parallel and is almost entirely about reading more kinds of hardware.

◆ Prediction

The advisories have moved from transport-level exposure toward data-level leaks in specific endpoints, which suggests the remaining audit surface is the export backends and config serialisation rather than the servers themselves. Expect the next release to follow the same shape: hardware plugin additions plus another round of endpoint fixes.

Holistics logo
Holistics
ANALYTICS
8.8

Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly

◆ Current state

Holistics is in an active multi-track build across three distinct areas: AI governance (trace AI-triggered queries, per-user MCP access, data redaction for AI), self-service intelligence (anomaly detection, root-cause analysis), and a UX overhaul (new universal sidebar, dark mode). The pace is 3–5 releases per week with a high proportion of user-visible changes.

◆ Where it's heading

Two directions are clearly compounding. First, AI governance — each release adds a new layer of admin control or observability over how AI agents access data, positioning Holistics for enterprise buyers who need to audit AI behavior in the warehouse. Second, Markdown as data catalog — integrating documentation directly with models and dashboards points toward a data layer where docs live in code rather than a separate UI. The navigation overhaul clears the UX runway for both.

◆ Prediction

Holistics will continue deepening AI observability (attribution, access controls, and data redaction all shipped within weeks suggest a coordinated feature set) and extend the Markdown-as-data-catalog concept toward lineage visualization or schema documentation enforcement.

Alternatives to Glances and Holistics

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 Glances or Holistics.

See all Glances alternatives → · See all Holistics alternatives →

Recent activity from Glances and Holistics

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

  1. 1d agoHolisticsUniversal sidebar replaces header-based navigation across the whole app
  2. 3d agoHolistics🔍 Trace AI-triggered queries and jobs
  3. 3d agoHolisticsDashboard theme follows system light/dark preference
  4. 7d agoHolisticsCanvas Dashboard requires explicit interaction list; no implicit connections assumed
  5. 9d agoHolisticsMarkdown docs become first-class objects linked to models, datasets, and dashboards
  6. 10d agoHolisticsPer-user MCP access control, separate from in-app AI access
  7. 1mo agoGlancesCredential leak via URL values in /api/4/config
  8. 3mo agoGlancesContainer API latency, ARM GPU monitoring, and an AMP command-execution fix
  9. 5mo agoGlancesRockchip MPP and NPU monitoring, plus three CVE corrections
  10. 5mo agoGlancesLXC/LXD support, ClickHouse export, and two CVE mitigations
  11. 6mo agoGlancesEight CVEs corrected in one release
  12. 6mo agoGlancesStability fixes, Intel GPU monitoring, and container health alerting

Frequently asked questions

What is the difference between Glances and Holistics?

They serve adjacent needs but don't currently overlap on shipped themes. Holistics is currently shipping more aggressively (velocity 8.8 vs 2.5), with 2 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 Glances better than Holistics?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Holistics is currently shipping more aggressively (velocity 8.8 vs 2.5), with 2 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 Glances?

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

What are the best alternatives to Holistics?

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