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Comparison · Analytics

Glances vs Microsoft Clarity

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

Glances vs Microsoft Clarity: at a glance

FeatureGlancesMicrosoft Clarity
SectorAnalyticsAnalytics
Velocity score2.52.5
Sparks · 30d00
Top themessystem monitoring, security audit, gpu monitoring, rest apianalytics, ai search visibility, citations, mcp
Last editorial update1mo ago1d 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 Microsoft Clarity?

Microsoft Clarity is turning its free analytics tool into the go-to dashboard for AI search visibility.

Microsoft Clarity has evolved well beyond heatmaps and session recordings. The last several months have been almost entirely focused on a new product surface: Citations and AI visibility analytics, which track how a site's content appears in AI-generated answers from ChatGPT, Gemini, and similar platforms. By May 2026 Citations hit GA; by July, Topic Insights let teams see which content topics earn AI citation authority; by August, AI crawler behavior could be connected to actual referral sessions. An MCP server also shipped, making Clarity data queryable from LLM contexts.

Read the full Microsoft Clarity trajectory →

Glances vs Microsoft Clarity: 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.

M2.5

Microsoft Clarity is turning its free analytics tool into the go-to dashboard for AI search visibility.

◆ Current state

Microsoft Clarity has evolved well beyond heatmaps and session recordings. The last several months have been almost entirely focused on a new product surface: Citations and AI visibility analytics, which track how a site's content appears in AI-generated answers from ChatGPT, Gemini, and similar platforms. By May 2026 Citations hit GA; by July, Topic Insights let teams see which content topics earn AI citation authority; by August, AI crawler behavior could be connected to actual referral sessions. An MCP server also shipped, making Clarity data queryable from LLM contexts.

◆ Where it's heading

Clarity is building a parallel analytics stack alongside its original behavioral tools. The new surface covers AI discoverability (citations, topic authority, scrape-to-referral) while the original product covers behavioral data (heatmaps, sessions, rage clicks). Both remain free, which means Microsoft is building toward being the industry-standard measurement tool for AI-era web presence — before the category is fully defined. The direction points toward unifying both data layers into a single site analytics suite.

◆ Prediction

The next step is likely actionable recommendations from the Citations dashboard — not just monitoring but telling teams what content changes would improve AI citation frequency. The MCP server also sets up AI-agent-driven analytics automation as a near-term product surface.

Alternatives to Glances and Microsoft Clarity

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 Microsoft Clarity.

See all Glances alternatives → · See all Microsoft Clarity alternatives →

Recent activity from Glances and Microsoft Clarity

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

  1. 10d agoMicrosoft ClarityHow SaaS Teams Can Use Clarity to Understand Monetization Behavior
  2. 1mo agoMicrosoft Clarity5 Advanced Queries You Should Try with the Clarity MCP Server
  3. 1mo agoMicrosoft ClarityUnderstand Which AI Crawlers Drive Real Visits with AI Scrape-to-Referral Insights
  4. 1mo agoMicrosoft ClaritySee Branded and Non-Branded AI Queries in the Clarity Citations Dashboard
  5. 1mo agoGlancesCredential leak via URL values in /api/4/config
  6. 2mo agoMicrosoft ClarityAnalyze AI Citation Queries by Topic
  7. 2mo agoMicrosoft ClarityMeasure How AI Answers Use Your Content with Topic Insights in Microsoft Clarity
  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 Microsoft Clarity?

They serve adjacent needs but don't currently overlap on shipped themes. Glances and Microsoft Clarity are shipping at a similar cadence (velocity 2.5 vs 2.5, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Glances better than Microsoft Clarity?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Glances and Microsoft Clarity are shipping at a similar cadence (velocity 2.5 vs 2.5, both within Sparkpulse's "active" band). 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 Microsoft Clarity?

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