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Glances vs NocoDB

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

Glances vs NocoDB: at a glance

FeatureGlancesNocoDB
SectorAnalyticsAnalytics
Velocity score2.56.3
Sparks · 30d00
Top themessystem monitoring, security audit, gpu monitoring, rest apimcp, no-code database, workflow automation, ai agents
Last editorial update2mo ago3d 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 NocoDB?

NocoDB lets MCP clients connect by signing in and adds workflow run playback in 2026.10.0.

NocoDB ships a monthly release. In September MCP moved from the Claude connector directory to an account-wide agent surface. 2026.10.0 lets Claude, ChatGPT, Cursor and other MCP clients connect by signing in, with no token to copy and no more access than the user's own role. It also adds step-through playback and pause/resume/retry for workflow runs, button-triggered automations, workload views in Timeline, and renames Interfaces to classic apps under a new Apps menu.

Read the full NocoDB trajectory →

Glances vs NocoDB: 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.

N
NocoDB
ANALYTICS
6.3

NocoDB lets MCP clients connect by signing in and adds workflow run playback in 2026.10.0.

◆ Current state

NocoDB ships a monthly release. In September MCP moved from the Claude connector directory to an account-wide agent surface. 2026.10.0 lets Claude, ChatGPT, Cursor and other MCP clients connect by signing in, with no token to copy and no more access than the user's own role. It also adds step-through playback and pause/resume/retry for workflow runs, button-triggered automations, workload views in Timeline, and renames Interfaces to classic apps under a new Apps menu.

◆ Where it's heading

Agent access is now the product's spine: three releases in a row have widened what MCP clients can reach and how easily they connect, while workflows gain the observability expected of an automation tool. Renaming Interfaces to classic apps, plus a prompt box on the new project page when NocoAI is on, suggests a newer app layer is coming that the release doesn't describe yet.

◆ Prediction

Expect the non-classic Apps builder, likely prompt-driven via NocoAI, to be introduced in a coming release. The entries don't show its scope or plan tiering.

Alternatives to Glances and NocoDB

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 NocoDB.

See all Glances alternatives → · See all NocoDB alternatives →

Recent activity from Glances and NocoDB

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

  1. 6d agoNocoDB2026.10.0 : Plan Capacity, Play Back Workflows, Connect Any AI Tool & More
  2. 1mo agoNocoDB2026.09.1 : MCP for Your Whole Account ⚡
  3. 1mo agoNocoDB2026.09.0 : NocoDB in the Claude Connector Marketplace ⚡
  4. 1mo agoNocoDB2026.08.2 : Introducing Dual-Axis Charts, Embedded Linked Records and Workflow Folders
  5. 2mo agoNocoDB2026.08.1 : Introducing Realtime Presence and Folders
  6. 2mo agoNocoDB2026.08.0 : Introducing Interfaces ⚡
  7. 2mo agoGlancesCredential leak via URL values in /api/4/config
  8. 4mo agoGlancesContainer API latency, ARM GPU monitoring, and an AMP command-execution fix
  9. 6mo agoGlancesRockchip MPP and NPU monitoring, plus three CVE corrections
  10. 7mo agoGlancesLXC/LXD support, ClickHouse export, and two CVE mitigations
  11. 7mo agoGlancesEight CVEs corrected in one release
  12. 7mo agoGlancesStability fixes, Intel GPU monitoring, and container health alerting

Frequently asked questions

What is the difference between Glances and NocoDB?

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 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.

Is Glances better than NocoDB?

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 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.

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 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.