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NocoDB vs Glances

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

NocoDB vs Glances: at a glance

FeatureNocoDBGlances
SectorAnalyticsAnalytics
Velocity score6.32.5
Sparks · 30d10
Top themesapp-builder, interfaces, data-sources, no-codesystem monitoring, security audit, gpu monitoring, rest api
Last editorial update1d ago2h ago
WebsiteVisit →Visit →

What is NocoDB?

With Interfaces, NocoDB stops being a database view and starts being an app builder.

NocoDB's monthly releases alternate between view types and data-source reach. In three months it added Gantt, Shared Pages, Calendar Sync, image annotations and Oracle as a connectable source, alongside routine bug-fix and dependency releases. The August release breaks that pattern: Interfaces lets you build focused apps on top of a base instead of handing users the whole base.

Read the full NocoDB trajectory →

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 →

NocoDB vs Glances: editorial side-by-side

N
NocoDB
ANALYTICS
6.3

With Interfaces, NocoDB stops being a database view and starts being an app builder.

◆ Current state

NocoDB's monthly releases alternate between view types and data-source reach. In three months it added Gantt, Shared Pages, Calendar Sync, image annotations and Oracle as a connectable source, alongside routine bug-fix and dependency releases. The August release breaks that pattern: Interfaces lets you build focused apps on top of a base instead of handing users the whole base.

◆ Where it's heading

The direction is away from 'spreadsheet with a nicer grid' and toward the internal-tools layer. Every recent addition points the same way — more data sources to sit on top of, more ways to present a table to someone who isn't the person who built it, and now a way to hide the base entirely behind a purpose-built page. The Enterprise-only Oracle add-on shows where the monetization pressure is coming from.

◆ Prediction

Interfaces will need the pieces app builders always need next — permissions and role targeting per page, write-back actions, and embedding — and the CE/paid split in each release table suggests some of that lands on the paid tier.

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.

Alternatives to NocoDB and Glances

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 NocoDB or Glances.

See all NocoDB alternatives → · See all Glances alternatives →

Recent activity from NocoDB and Glances

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

  1. 2d agoNocoDB2026.08.0 : Introducing Interfaces
  2. 6d agoGlancesCredential leak via URL values in /api/4/config
  3. 24d agoNocoDB2026.07.0 : Introducing Calendar Sync & Image Annotations
  4. 1mo agoNocoDB2026.06.2 : Introducing Oracle Database Support
  5. 1mo agoNocoDB2026.06.1: tsgo typechecking and rspack bump
  6. 1mo agoGlancesContainer API latency, ARM GPU monitoring, and an AMP command-execution fix
  7. 2mo agoNocoDB2026.06.0: Bounded group-by fetch retries
  8. 2mo agoNocoDB2026.05.3: Bug Fix Release
  9. 3mo agoGlancesRockchip MPP and NPU monitoring, plus three CVE corrections
  10. 4mo agoGlancesLXC/LXD support, ClickHouse export, and two CVE mitigations
  11. 4mo agoGlancesEight CVEs corrected in one release
  12. 5mo agoGlancesStability fixes, Intel GPU monitoring, and container health alerting

Frequently asked questions

What is the difference between NocoDB and Glances?

They serve adjacent needs but don't currently overlap on shipped themes. NocoDB is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 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 NocoDB better than Glances?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. NocoDB is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 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 NocoDB?

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

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.