distributions3
distributions3 0.3.0 adds sample-based distributions and likelihood derivatives
Comparison · Analytics
NocoDB vs pegboard
A side-by-side editorial comparison of NocoDB and pegboard — release velocity, themes, recent moves, and the top alternatives to consider.
NocoDB vs pegboard: at a glance
What is NocoDB?
Interfaces gets the permissions layer it needed, one release after launching.
NocoDB ships monthly, and the last two releases are a launch and its follow-through. 2026.08.0 introduced Interfaces, custom app surfaces built over a base; 2026.08.1 gives that layer what it was missing — per-dashboard visibility and editing permissions, field edit permissions enforced on interface pages, team-granted access, and page reordering. Alongside it the grid gains realtime presence with per-collaborator colours and jump-to-cursor, folders for grouping tables and views, up to three frozen fields, and nested records in List View.
What is pegboard?
The Carpentries' lesson parser spends its releases keeping pace with tinkr underneath it.
pegboard reads and validates Carpentries lesson source, and its recent releases are dominated by tracking changes in tinkr, the Markdown layer it sits on. The 0.7.8 switch from yaml to frontmatter handling needed a hotfix three days later in 0.7.9; 0.7.6 was similarly a compatibility fix for a tinkr show argument change. The genuinely additive work — tabset panel support in 0.7.5, caution divs in 0.7.7 — is smaller and less frequent.
NocoDB vs pegboard: editorial side-by-side
NocoDB
6.3ANALYTICS
Interfaces gets the permissions layer it needed, one release after launching.
◆ Current state
NocoDB ships monthly, and the last two releases are a launch and its follow-through. 2026.08.0 introduced Interfaces, custom app surfaces built over a base; 2026.08.1 gives that layer what it was missing — per-dashboard visibility and editing permissions, field edit permissions enforced on interface pages, team-granted access, and page reordering. Alongside it the grid gains realtime presence with per-collaborator colours and jump-to-cursor, folders for grouping tables and views, up to three frozen fields, and nested records in List View.
◆ Where it's heading
The pattern is consistent: NocoDB launches a surface, then spends the next release making it governable and usable at team scale. Presence and folders are collaboration parity rather than new direction — the directional bet was Interfaces, and this release is that bet being made safe for the eighty people who only need to approve something. The permission system is now the same one across tables, fields, dashboards, and interface pages, which is the consolidation that makes the app layer sellable.
◆ Prediction
Write-back actions and embedding are the remaining pieces app builders expect from Interfaces, and the availability tables in each release suggest they land on the paid tier.
pegboard
0.0ANALYTICS
The Carpentries' lesson parser spends its releases keeping pace with tinkr underneath it.
◆ Current state
pegboard reads and validates Carpentries lesson source, and its recent releases are dominated by tracking changes in tinkr, the Markdown layer it sits on. The 0.7.8 switch from yaml to frontmatter handling needed a hotfix three days later in 0.7.9; 0.7.6 was similarly a compatibility fix for a tinkr show argument change. The genuinely additive work — tabset panel support in 0.7.5, caution divs in 0.7.7 — is smaller and less frequent.
◆ Where it's heading
This is infrastructure whose roadmap is largely set by its dependency. Contributor churn is visible in the release notes, with several first-time contributors and the release role passing between maintainers, which suggests a community project maintained in bursts rather than to a plan. New lesson-authoring features arrive when someone contributes one, not on a cadence.
◆ Prediction
The next release will most likely be another tinkr compatibility pass or a small addition to the set of recognised div types, following the pattern of every release in this window.
Alternatives to NocoDB and pegboard
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 pegboard.
Basedash
Basedash keeps pushing its data out of the workspace — now to people without accounts
RStudio
RStudio ships through release branches, and the notes are commit messages
dbt Core
dbt Fusion's second beta is adapter work: ClickHouse gets materializations, indexes, and catalogs
Fulcrum
Fulcrum is betting its whole map stack on Esri, with a hard Google Maps cutoff on September 1.
Holistics
Holistics keeps fencing in the AI layer it spent the summer building.
See all NocoDB alternatives → · See all pegboard alternatives →
Recent activity from NocoDB and pegboard
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 17h agoNocoDB2026.08.1 : Introducing Realtime Presence and Folders
- 14d agoNocoDB2026.08.0 : Introducing Interfaces ⚡
- 1mo agoNocoDB2026.07.0 : Introducing Calendar Sync & Image Annotations
- 1mo agoNocoDB2026.06.2 : Introducing Oracle Database Support
- 2mo agoNocoDB2026.06.1: tsgo typechecking and rspack bump
- 2mo agoNocoDB2026.06.0: Bounded group-by fetch retries
- 1y agopegboardHotfix for the tinkr frontmatter handling in 0.7.8
- 1y agopegboardFrontmatter replaces yaml handling in lesson parsing
- 1y agopegboardcaution joins the recognised lesson div types
- 2y agopegboardEpisode and tests realigned to a tinkr argument change
- 2y agopegboardTabs and tabset panels supported in lesson source
- 2y agopegboardTrailing comma fix in glue() and DESCRIPTION updates
Frequently asked questions
What is the difference between NocoDB and pegboard?
They serve adjacent needs but don't currently overlap on shipped themes. NocoDB is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 pegboard?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. NocoDB is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 pegboard?
Top pegboard alternatives in Analytics are ranked by recent ship velocity. Browse the "pegboard alternatives" section above for the current picks, or visit /alternatives/pegboard for the full list with editorial commentary on each.