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Comparison · Infra & APIs
Huginn vs ToolJet
A side-by-side editorial comparison of Huginn and ToolJet — release velocity, themes, recent moves, and the top alternatives to consider.
Huginn vs ToolJet: at a glance
What is Huginn?
Huginn wakes from a four-year silence and spends it hardening multi-user instances.
After no releases between August 2022 and August 2026, Huginn has shipped seven dated releases in seven weeks. The first two were security releases: command injection, cross-user OAuth binding, arbitrary file reads, and same-origin script execution. Later releases added an egress proxy against internal-address fetches, a JSONPath method allowlist, a separate-process job runner with a watchdog, and moves to Ruby 4, MySQL 8.4 and PostgreSQL 18.
What is ToolJet?
ToolJet's latest tags are maintenance; the AI Builder features still wait on beta.
ToolJet ships near-daily on an LTS line for fixes and promoted features and a beta line for larger work. The newest LTS tag, v3.20.246, fixes uneditable rows in the 'Add new rows' popup and adds Tabs tests; the newest beta, v3.21.78, only adds security guideline docs. The substantive recent LTS changes were keyboard accessibility across widgets, a SCIM filter fix and v2 APIs for workspace user metadata.
Huginn vs ToolJet: editorial side-by-side
Huginn
5.0INFRA · APIS
Huginn wakes from a four-year silence and spends it hardening multi-user instances.
◆ Current state
After no releases between August 2022 and August 2026, Huginn has shipped seven dated releases in seven weeks. The first two were security releases: command injection, cross-user OAuth binding, arbitrary file reads, and same-origin script execution. Later releases added an egress proxy against internal-address fetches, a JSONPath method allowlist, a separate-process job runner with a watchdog, and moves to Ruby 4, MySQL 8.4 and PostgreSQL 18.
◆ Where it's heading
The pattern is a maintainer paying down years of security and runtime debt, in that order. Fixes have shifted from advisories toward operational reliability (job recovery, lock timeouts, check deduplication) and deployment cleanup (Heroku-24, dropping OpenShift and Cloud Foundry, a rewritten Docker-first README). Several releases ship breaking defaults with upgrade notes and conservative migrations rather than avoiding change.
◆ Prediction
Expect more roughly fortnightly dated releases on runtime, dependency and deployment upkeep. The entries show no new Agent types yet, so whether feature work returns is unclear.
ToolJet
6.3INFRA · APIS
ToolJet's latest tags are maintenance; the AI Builder features still wait on beta.
◆ Current state
ToolJet ships near-daily on an LTS line for fixes and promoted features and a beta line for larger work. The newest LTS tag, v3.20.246, fixes uneditable rows in the 'Add new rows' popup and adds Tabs tests; the newest beta, v3.21.78, only adds security guideline docs. The substantive recent LTS changes were keyboard accessibility across widgets, a SCIM filter fix and v2 APIs for workspace user metadata.
◆ Where it's heading
Enterprise readiness remains the common thread: a v2 external API growing one resource at a time, identity-provider fixes and accessibility work. AI Builder attachments, GPT-6.1 Sol and tighter metered Cloud limits still sit on the beta line.
◆ Prediction
Expect AI Builder attachments, GPT-6.1 Sol and the new plan limits to reach an LTS tag, as AI Builder release 3 did. More v2 admin endpoints are likely along the way.
Alternatives to Huginn and ToolJet
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 Huginn or ToolJet.
Apache Airflow
Airflow's common-ai provider burns through two more release candidates in one day.
Sonarr
Sonarr's 5.0 builds move from UI rework to safer restores and keyboard-friendly selects.
Cursor
Cursor puts its cloud agent environments behind an API and lets agents ship interactive canvases.
Railway
Railway is adding guardrails for teams moving off the dashboard and into code and the CLI.
Jackett
Jackett ships daily to keep hundreds of torrent indexers working as sites move and close.
See all Huginn alternatives → · See all ToolJet alternatives →
Recent activity from Huginn and ToolJet
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoToolJetBeta adds security guideline docs
- 2d agoToolJetLTS fixes uneditable rows in 'Add new rows' popup
- 3d agoToolJetLTS adds widget keyboard accessibility and a SCIM filter fix
- 3d agoToolJetBeta adds dev worktree tooling and hydration trace logs
- 4d agoHuginnOpenStreetMap map fallback, PostgreSQL 18 compose, Heroku-24
- 4d agoToolJetv2 API for workspace user metadata, plus component fixes
- 5d agoToolJetBeta adds GPT-6.1 Sol, AI attachments and raised plan limits
- 13d agoHuginnStricter json 3 parsing, deduplicated Agent checks, MySQL 8.4
- 26d agoHuginnJSONPath method allowlist and RFC 9535 evaluation by default
- 27d agoHuginnJob watchdog, per-Agent proxy routing, Ruby 4 runtime
- 1mo agoHuginnEgress proxy blocks Agents from reaching internal addresses
- 1mo agoHuginnSecurity release: file-read, Scenario XSS and same-origin fixes
Frequently asked questions
What is the difference between Huginn and ToolJet?
They serve adjacent needs but don't currently overlap on shipped themes. ToolJet is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 Huginn better than ToolJet?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ToolJet is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 Huginn?
Top Huginn alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Huginn alternatives" section above for the current picks, or visit /alternatives/huginn for the full list with editorial commentary on each.
What are the best alternatives to ToolJet?
Top ToolJet alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "ToolJet alternatives" section above for the current picks, or visit /alternatives/tooljet for the full list with editorial commentary on each.