GoAccess
GoAccess 1.12 splits AI crawlers from search bots in web log reports.
Comparison · Analytics
Glances vs Omni
A side-by-side editorial comparison of Glances and Omni — release velocity, themes, recent moves, and the top alternatives to consider.
Glances vs Omni: at a glance
What is Glances?
After a year of CVE fixes, Glances 4.5.7 turns to making its alerts tell the truth.
Most Glances releases this year carried security patches: 4.5.2 alone corrected eight CVEs, and 4.5.3 to 4.5.6 kept going, ending with a credential leak through URL config values. 4.5.7 in September broke the pattern with a long list of correctness fixes, many of them alerts that fired on the wrong value or never fired, plus WebUI colouring bugs and a fix for --enable-mcp under mcp 2.0. 4.5.8 in October fixed export edge cases.
What is Omni?
Omni adds embed MCP tokens and webhook delivery for AI routines.
Omni ships a weekly bundle on two fronts: warehouse and modeling depth, and AI and automation interfaces. The week of October 12 let dashboards built in Claude be sent into Omni, and the week of October 19 added invite-time roles and stricter Omni Agent query validation. The week of October 26 lists embed MCP tokens, global AI context, apps as the default presentation type and webhook delivery for AI routines.
Glances vs Omni: editorial side-by-side
Glances
5.0ANALYTICS
After a year of CVE fixes, Glances 4.5.7 turns to making its alerts tell the truth.
◆ Current state
Most Glances releases this year carried security patches: 4.5.2 alone corrected eight CVEs, and 4.5.3 to 4.5.6 kept going, ending with a credential leak through URL config values. 4.5.7 in September broke the pattern with a long list of correctness fixes, many of them alerts that fired on the wrong value or never fired, plus WebUI colouring bugs and a fix for --enable-mcp under mcp 2.0. 4.5.8 in October fixed export edge cases.
◆ Where it's heading
Hardware coverage keeps widening alongside the fixes (Intel, AMD and ARM GPUs, Rockchip NPUs, LXC containers), and a v4 cutover tag in October suggests repository restructuring ahead. The security run appears to have eased since August.
◆ Prediction
Unclear what the v4 cutover changes for users; until it is explained, expect more 4.5.x maintenance releases.
Omni
5.0ANALYTICS
Omni adds embed MCP tokens and webhook delivery for AI routines.
◆ Current state
Omni ships a weekly bundle on two fronts: warehouse and modeling depth, and AI and automation interfaces. The week of October 12 let dashboards built in Claude be sent into Omni, and the week of October 19 added invite-time roles and stricter Omni Agent query validation. The week of October 26 lists embed MCP tokens, global AI context, apps as the default presentation type and webhook delivery for AI routines.
◆ Where it's heading
Omni is widening where its agent and routines can run: inside embedded apps, through MCP and out to webhooks. Weekly bundles keep pairing AI features with admin controls.
◆ Prediction
Expect further MCP and routine delivery options in the coming weekly notes, likely extending embed customers' access to the agent.
Alternatives to Glances and Omni
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 Omni.
OpenSearch Dashboards
This feed samples OpenSearch Dashboards; its latest entry is a 2.19.7 notes commit.
Apache Iceberg
Iceberg 1.12 drops Spark 3.4 and starts laying groundwork for the v4 table spec.
ManageEngine Log360
Log360's September build fixes the migration to the unified console.
Deepnote
Deepnote's agent now runs from first prompt to finished notebook without handoffs.
Apache Storm
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
See all Glances alternatives → · See all Omni alternatives →
Recent activity from Glances and Omni
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1h agoOmniEmbed MCP tokens, global AI context, routine webhooks
- 7d agoOmniInvite-time roles, Omni Agent query validation, layered legends
- 13d agoOmniClaude-built dashboards import to Omni; new API and MCP endpoints
- 20d agoOmniWorkbook schedules and alerts; AI model suggestions go GA
- 22d agoGlancesGlances 4.5.8
- 22d agoGlancesPre-cutover tag before the v4 migration
- 28d agoOmniChart labels, multi-user Slack routines, AI summaries in downloads
- 1mo agoOmniExternal users, conditional routines and Omni Agent web search
- 1mo agoGlancesGlances 4.5.7 fixes dozens of wrong or silent alerts
- 3mo agoGlancesCredential leak via URL values in /api/4/config
- 4mo agoGlancesContainer API latency, ARM GPU monitoring, AMP command-execution fix
- 6mo agoGlancesRockchip MPP and NPU monitoring, plus three CVE corrections
Frequently asked questions
What is the difference between Glances and Omni?
They serve adjacent needs but don't currently overlap on shipped themes. Glances and Omni are shipping at a similar cadence (velocity 5.0 vs 5.0, 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 Omni?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Glances and Omni are shipping at a similar cadence (velocity 5.0 vs 5.0, 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 Omni?
Top Omni alternatives in Analytics are ranked by recent ship velocity. Browse the "Omni alternatives" section above for the current picks, or visit /alternatives/omni for the full list with editorial commentary on each.