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Comparison · Infra & APIs
afcharts vs Retool
A side-by-side editorial comparison of afcharts and Retool — release velocity, themes, recent moves, and the top alternatives to consider.
afcharts vs Retool: at a glance
What is afcharts?
UK government chart styling in ggplot2, chasing ggplot2 v4 and stretching its palette to five.
afcharts supplies the UK Analysis Function's chart styling for ggplot2, as a theme, colour and fill scales, and a use_afcharts() call that applies the styling globally. Version 0.5.1 extends the sequential palette to five shades so it can carry quintile data such as deprivation bands, renames the na_colour argument to na.value, and adds a reset argument to switch the styling back off. The package began as a first release derived from sgplot and has had three releases in roughly two years.
What is Retool?
Retool now debugs the apps its agent builds, and versions them across instances.
Releases land several times a week on two tracks. The app-building agent keeps gaining working surface — plan mode, managed building context, and now a debug console that inspects apps, surfaces errors and logs, and hands them to the agent to resolve. The second track is governance: table, column, and row-level access policies on PostgreSQL resources in public beta, BYOK token accounting, an admin onboarding hub. Assist is still scheduled for removal on September 30, 2026.
afcharts vs Retool: editorial side-by-side
afcharts
0.0INFRA · APIS
UK government chart styling in ggplot2, chasing ggplot2 v4 and stretching its palette to five.
◆ Current state
afcharts supplies the UK Analysis Function's chart styling for ggplot2, as a theme, colour and fill scales, and a use_afcharts() call that applies the styling globally. Version 0.5.1 extends the sequential palette to five shades so it can carry quintile data such as deprivation bands, renames the na_colour argument to na.value, and adds a reset argument to switch the styling back off. The package began as a first release derived from sgplot and has had three releases in roughly two years.
◆ Where it's heading
The work splits between palette design and keeping the styling composable. On the design side the sequential palette growing to five shades is driven by a specific reporting need rather than aesthetics, since quintiles are a standard unit in UK official statistics. On the mechanical side, the na.value rename was forced by ggplot2 v4.0.1, theme_af() now respects options set by an earlier use_afcharts() call, and a reset argument acknowledges that global styling needs an off switch. These are the problems a styling package hits once people use it inside larger documents.
◆ Prediction
Expect continued adjustment to ggplot2 v4, since the na.value rename is unlikely to be the only argument affected, and further palette work driven by the reporting formats government analysts actually publish. As a sibling to aftables in the same Analysis Function family, it is likely to keep tracking that guidance rather than setting its own direction.
Retool
5.0INFRA · APIS
Retool now debugs the apps its agent builds, and versions them across instances.
◆ Current state
Releases land several times a week on two tracks. The app-building agent keeps gaining working surface — plan mode, managed building context, and now a debug console that inspects apps, surfaces errors and logs, and hands them to the agent to resolve. The second track is governance: table, column, and row-level access policies on PostgreSQL resources in public beta, BYOK token accounting, an admin onboarding hub. Assist is still scheduled for removal on September 30, 2026.
◆ Where it's heading
The agent is being consolidated into the app builder rather than sold beside it, and the supporting machinery is arriving in the same cadence. The debug console is the notable piece: it closes the loop where an agent writes an app and someone then has to work out why it fails. Multi-instance releases reaching new-builder apps puts agent-generated apps on the same promotion path classic apps and workflows already had, which is what moving them toward production requires.
◆ Prediction
Access policies should extend past PostgreSQL to other resource types as they leave beta, and the debug console's error surface is the natural place for the agent to start proposing fixes rather than waiting to be asked.
Alternatives to afcharts and Retool
Other Infra & APIs 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 afcharts or Retool.
nuggets
A pattern-mining package that keeps making its own search cheaper rather than wider.
exametrika
exametrika breaks its own numbers to fix them, and ships the fit statistic nominal data lacked.
Traefik
Traefik's 2.11 line spends August fixing the names it generates for Kubernetes resources.
NGINX
nginx returns to feature work with PROXY v2 upstream writes, and quietly adds JSON to core.
ESPHome
ESPHome closes the 2026.8 cycle, but the release body is a bare link to the real notes.
See all afcharts alternatives → · See all Retool alternatives →
Recent activity from afcharts and Retool
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoRetoolDebug console for the app builder
- 2d agoRetoolMulti-instance releases for apps
- 3d agoRetoolUpcoming conclusion of public beta for Assist
- 4d agoRetoolPlan mode for app building
- 4d agoRetoolAccess policies for PostgreSQL resources in public beta
- 7d agoRetoolDeprecation of the Vertica resource type
- 5mo agoafchartsSequential palette reaches five shades for quintile data
- 1y agoafchartsNamespace and argument-passing fixes
- 1y agoafchartsFirst release, derived from sgplot
Frequently asked questions
What is the difference between afcharts and Retool?
They serve adjacent needs but don't currently overlap on shipped themes. Retool is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 afcharts better than Retool?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Retool is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to afcharts?
Top afcharts alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "afcharts alternatives" section above for the current picks, or visit /alternatives/afcharts for the full list with editorial commentary on each.
What are the best alternatives to Retool?
Top Retool alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Retool alternatives" section above for the current picks, or visit /alternatives/retool for the full list with editorial commentary on each.