Hive
Hive tightens its AI workflow tools and individual reporting as it works through a deep polish cycle.
A side-by-side editorial comparison of Grocy and Tracecat — release velocity, themes, recent moves, and the top alternatives to consider.
Grocy 4.7 reorganizes authentication middleware and ships accent-insensitive search across the product.
Grocy 4.7 is the most actively maintained version in over a year, with 4.7.0 shipping a breaking authentication middleware reorganization and 4.7.1 following quickly with bug fixes and a new product copy API endpoint. Earlier in 2026, 4.6.0 dropped support for PHP below 8.5 and improved quantity unit handling — the first time the project has enforced a PHP version floor in some time.
Tracecat hits 1.0.0 with multi-LLM support and SSRF-hardened agentic SOAR
Tracecat shipped its 1.0.0 stable release on September 16, closing out a dense two-week sprint through four release candidates. The platform now supports self-hosted LLM providers — Ollama, vLLM, LiteLLM, OpenRouter — alongside API-based models, making air-gapped deployment a first-class scenario. A parallel security hardening push blocked SSRF in MCP and custom LLM requests, tightened nsjail sandbox handoffs, and patched polynomial regex vulnerabilities. Workspace entitlements for multi-tenant deployments add the licensing structure enterprise buyers require.
Grocy 4.7 is the most actively maintained version in over a year, with 4.7.0 shipping a breaking authentication middleware reorganization and 4.7.1 following quickly with bug fixes and a new product copy API endpoint. Earlier in 2026, 4.6.0 dropped support for PHP below 8.5 and improved quantity unit handling — the first time the project has enforced a PHP version floor in some time.
Grocy is maturing as a self-hosted household management platform with deliberate but slow progress. The PHP 8.5 mandate signals the team is willing to break older environments to simplify the codebase. Authentication improvements suggest growing attention to multi-user scenarios beyond the original single-household use case.
Given the cadence — roughly two feature releases per year — the next version will likely improve the mobile experience or expand API coverage for integrations, as those are the most common community asks not yet addressed.
Tracecat shipped its 1.0.0 stable release on September 16, closing out a dense two-week sprint through four release candidates. The platform now supports self-hosted LLM providers — Ollama, vLLM, LiteLLM, OpenRouter — alongside API-based models, making air-gapped deployment a first-class scenario. A parallel security hardening push blocked SSRF in MCP and custom LLM requests, tightened nsjail sandbox handoffs, and patched polynomial regex vulnerabilities. Workspace entitlements for multi-tenant deployments add the licensing structure enterprise buyers require.
Tracecat is converging on a full agentic SOAR platform: skills now grant tools to agents, case-agent interactions are tracked with mutation provenance, and version history lets investigators restore prior case states. The open-sourcing of presets, skills, and the MCP catalog points toward a community-driven integration ecosystem rather than a proprietary connector library. The drop of pydantic-ai in favor of an internal runtime, combined with end-to-end OpenTelemetry instrumentation, shows infrastructure hardening for production incident response workloads, not just demos. Integration additions across Databricks, Snowflake, Microsoft Graph, and Google Chronicle are expanding the addressable security stack.
The most likely next move is enforcement of workspace entitlements — the billing scaffold shipped in 1.0.0 but enforcement behavior is nascent — and an expansion of the MCP catalog through community submissions now that the catalog source is open.
Other PM 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 Grocy or Tracecat.
Hive tightens its AI workflow tools and individual reporting as it works through a deep polish cycle.
NocoBase adds an AI knowledge base retrieval API, connecting no-code workflows to external knowledge sources.
RentRedi embeds AI into its maintenance workflow end-to-end, handling tenant intake and drafting landlord replies.
Camunda 8.10 alpha cycles through broad platform bug fixes while 8.7 gets routine security patches
Asana embeds AI into Slack threads and closes the rich-text gap with Notion
Rize pivots from solo time tracker to agency operations platform with invoicing, profitability reporting, and a ChatGPT integration.
See all Grocy alternatives → · See all Tracecat alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — open-source — within PM. Tracecat is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Tracecat is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
Top Grocy alternatives in PM are ranked by recent ship velocity. Browse the "Grocy alternatives" section above for the current picks, or visit /alternatives/grocy for the full list with editorial commentary on each.
Top Tracecat alternatives in PM are ranked by recent ship velocity. Browse the "Tracecat alternatives" section above for the current picks, or visit /alternatives/tracecat for the full list with editorial commentary on each.