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Comparison · Infra & APIs
Cosmic vs ToolJet
A side-by-side editorial comparison of Cosmic and ToolJet — release velocity, themes, recent moves, and the top alternatives to consider.
Cosmic vs ToolJet: at a glance
What is Cosmic?
Cosmic retired AI Studio and gave its agents goals — the CMS is becoming an agent runtime.
Six weeks of releases pull in one direction. AI Studio was retired and Cosmic's AI consolidated into three surfaces: Agents, Workflows, and Code. Agents gained goals described in plain language that they work toward on their own, running steps and checking in, plus write access to reusable rich-text Content Blocks rather than read-only reference. Semantic search embeds bucket objects into a vector index so content is retrievable by meaning. The two newest entries add Claude Opus 5 and Kimi K3 to the model lineup.
What is ToolJet?
ToolJet's LTS branch added personal access tokens, MCP authentication, and AI content generation in a single build.
ToolJet is shipping simultaneously on two branches: an LTS track that recently landed personal access tokens for API and MCP authentication, hot-reload canvas editing, notifications, and AI-powered content generation (all in v3.20.220-lts), and a beta track that handles component-level fixes and refactors. The most recent builds on the top 6 list are mostly minor fixes and the start of AI builder recovery integration, with the significant feature release falling just outside the window.
Cosmic vs ToolJet: editorial side-by-side
Cosmic
5.0INFRA · APIS
Cosmic retired AI Studio and gave its agents goals — the CMS is becoming an agent runtime.
◆ Current state
Six weeks of releases pull in one direction. AI Studio was retired and Cosmic's AI consolidated into three surfaces: Agents, Workflows, and Code. Agents gained goals described in plain language that they work toward on their own, running steps and checking in, plus write access to reusable rich-text Content Blocks rather than read-only reference. Semantic search embeds bucket objects into a vector index so content is retrievable by meaning. The two newest entries add Claude Opus 5 and Kimi K3 to the model lineup.
◆ Where it's heading
The content API is turning into a runtime agents operate inside: goals instead of prompts, write permissions instead of suggestions, and a vector index so an agent can find what it needs without being handed it. Retiring AI Studio is the clearest signal — Cosmic is choosing fewer, deeper surfaces over a menu of separate AI features, which is a harder position to reverse.
◆ Prediction
Expect agent write scope to extend past Content Blocks to objects and media, and goals to gain triggers or schedules so they run without a person starting them.
ToolJet
6.3INFRA · APIS
ToolJet's LTS branch added personal access tokens, MCP authentication, and AI content generation in a single build.
◆ Current state
ToolJet is shipping simultaneously on two branches: an LTS track that recently landed personal access tokens for API and MCP authentication, hot-reload canvas editing, notifications, and AI-powered content generation (all in v3.20.220-lts), and a beta track that handles component-level fixes and refactors. The most recent builds on the top 6 list are mostly minor fixes and the start of AI builder recovery integration, with the significant feature release falling just outside the window.
◆ Where it's heading
ToolJet is building out a programmable API surface for AI agents: PAT-based MCP authentication, personal access tokens for user management, and AI builder tooling together position ToolJet as something that can be driven by external agents, not just human builders. The hot-reload canvas (no editor unmount) is the kind of foundational quality investment that precedes deeper AI-native building features.
◆ Prediction
MCP tooling for ToolJet will deepen — expect more API coverage and agent-oriented capabilities in upcoming LTS builds, likely alongside expanded AI builder features (the AI positioning update in the README is a signal that messaging is shifting).
Alternatives to Cosmic 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 Cosmic or ToolJet.
Skipper
Skipper v0.27 is in dependency maintenance and test infrastructure mode
Greenbone Vulnerability Manager
Greenbone GVM adds web application VT scanning and async report export scheduling
Inspektor Gadget
Inspektor Gadget v0.56 adds Kubernetes multi-tenancy and GPU telemetry groundwork
Kubernetes
Kubernetes v1.37 ships DRA GA, native scale-to-zero, and built-in X.509 cert issuance
ManageEngine Applications Manager
ManageEngine Applications Manager adds 15 new Azure monitoring types in a single build, targeting AI workload observability.
See all Cosmic alternatives → · See all ToolJet alternatives →
Recent activity from Cosmic and ToolJet
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoToolJetv3.20.223-lts
- 1d agoToolJetv3.21.69-beta
- 3d agoToolJetv3.21.68-beta
- 4d agoToolJetv3.21.67-beta
- 4d agoToolJetv3.20.222-lts
- 5d agoToolJetv3.20.221-lts
- 1mo agoCosmicClaude Opus 5 Is Now Available in Cosmic
- 1mo agoCosmicKimi K3 Is Now Available in Cosmic
- 1mo agoCosmicSemantic Search: Find Content by Meaning
- 2mo agoCosmicAgents Can Now Manage Content Blocks
- 2mo agoCosmicA Simpler AI Surface: AI Studio Is Retiring ⚡
- 2mo agoCosmicSet Goals for Your Agents ⚡
Frequently asked questions
What is the difference between Cosmic 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 Cosmic 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 Cosmic?
Top Cosmic alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Cosmic alternatives" section above for the current picks, or visit /alternatives/cosmicjs 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.