Tracecat
Tracecat hit 1.0 GA and immediately shipped AI semantic search for security data tables.
Comparison · PM
Harvest vs NocoBase
A side-by-side editorial comparison of Harvest and NocoBase — release velocity, themes, recent moves, and the top alternatives to consider.
Harvest vs NocoBase: at a glance
What is Harvest?
Harvest rebuilt its interface and split off a Premium tier for profitability
Harvest is mid-rollout of 'the new Harvest,' a full interface redesign paired with a paid Premium plan (profitability reporting, activity log, SAML SSO), task-level scheduling in Forecast, and reworked invoice sending. Its changelog reads as marketing-heavy blog posts and SEO articles rather than granular release notes, with several near-duplicate posts per release.
What is NocoBase?
NocoBase is hardening its AI employees and security surfaces while stabilizing the v2 client.
NocoBase is a self-hosted no-code platform shipping parallel alpha (2.4.x) and beta (2.3.x) release tracks. Current work centers on three areas: AI employees (RAG-backed agents that query company data, now with prompt-cache optimization and authenticated knowledge-base retrieval APIs), enterprise integrations (WeCom and DingTalk notification unification, configurable email sync), and v2 client stabilization (form rendering bugs, subtable field behavior, data-source relation fixes). Security hardening is also active — blocking server-side redirects to literal IP addresses and preventing secret env-var exposure in custom request URLs both landed in this window.
Harvest vs NocoBase: editorial side-by-side
Harvest
2.5PM
Harvest rebuilt its interface and split off a Premium tier for profitability
◆ Current state
Harvest is mid-rollout of 'the new Harvest,' a full interface redesign paired with a paid Premium plan (profitability reporting, activity log, SAML SSO), task-level scheduling in Forecast, and reworked invoice sending. Its changelog reads as marketing-heavy blog posts and SEO articles rather than granular release notes, with several near-duplicate posts per release.
◆ Where it's heading
The redesign is the surface; the deeper move is upmarket. Profitability insights, SSO, and a Premium tier target agencies and larger teams that need margin visibility, not just time entry. Harvest is repositioning from a timesheet tool toward a project-profitability system, with invoicing and Forecast scheduling as supporting pieces.
◆ Prediction
Expect the new interface to finish rolling out to all accounts and more Premium-only reporting to follow the Profitability tier.
NocoBase
7.5PM
NocoBase is hardening its AI employees and security surfaces while stabilizing the v2 client.
◆ Current state
NocoBase is a self-hosted no-code platform shipping parallel alpha (2.4.x) and beta (2.3.x) release tracks. Current work centers on three areas: AI employees (RAG-backed agents that query company data, now with prompt-cache optimization and authenticated knowledge-base retrieval APIs), enterprise integrations (WeCom and DingTalk notification unification, configurable email sync), and v2 client stabilization (form rendering bugs, subtable field behavior, data-source relation fixes). Security hardening is also active — blocking server-side redirects to literal IP addresses and preventing secret env-var exposure in custom request URLs both landed in this window.
◆ Where it's heading
NocoBase is heading toward an enterprise-ready AI-embedded no-code platform, where AI employees and knowledge bases are first-class building blocks rather than add-ons. The authenticated knowledge-base retrieval API (added in v2.3.0-beta.8) enables knowledge sharing across distributed NocoBase instances — a foundation for multi-tenant enterprise deployments. The WeCom/DingTalk integrations suggest the primary commercial market is enterprise China.
◆ Prediction
The AI employees feature will mature into a more configurable agent with tool-use controls and knowledge-base scoping. The gap between the alpha and beta release tracks will narrow as the v2 client approaches feature parity with v1.
Alternatives to Harvest and NocoBase
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 Harvest or NocoBase.
Hive
Hive keeps iterating on proofing and dashboard UX — workmanlike improvements, no pivot.
SmartSuite
SmartSuite ships EU data residency, linked record filters, and API control improvements in a dense September release.
Fibery
Fibery rebuilds its AI agent from scratch and ships OAuth Apps, accelerating its MCP-first agentic platform bet.
Camunda
Camunda 8.10 enters release candidate as the 8.7 stable branch absorbs a wave of CVE patches.
Atarim
Atarim exposes its AI agents' memory to users and validates the 5.1 cost cuts, accelerating toward auditable agentic automation.
See all Harvest alternatives → · See all NocoBase alternatives →
Recent activity from Harvest and NocoBase
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoNocoBaseBug fixes: sub-table, kanban refresh, workflow search (v2.4.0-alpha.8)
- 2d agoNocoBaseBug fixes backport (v2.3.0-beta.12)
- 6d agoNocoBaseAI employee prompt-cache optimization; WeCom email sync config (v2.4.0-alpha.7)
- 6d agoNocoBaseImprovements and security fix backport (v2.3.0-beta.11)
- 10d agoNocoBaseSSRF protection, secret env-var hardening, AI employee data scope fix (v2.4.0-alpha.6)
- 11d agoNocoBaseBug fixes backport: workflow variables and file preview (v2.3.0-beta.10)
- 2mo agoHarvestIn Season: The latest from Harvest, Summer 2026
- 4mo agoHarvestInside the new Harvest
- 5mo agoHarvestA fresh Harvest
- 5mo agoHarvestA fresh Harvest
- 5mo agoHarvestIndustry leader award (PR, not a release)
- 5mo agoHarvestIntroducing Harvest Premium: a new plan with Profitability Reporting, Activity Log, and SAML-based SSO ⚡
Frequently asked questions
What is the difference between Harvest and NocoBase?
They serve adjacent needs but don't currently overlap on shipped themes. NocoBase is currently shipping more aggressively (velocity 7.5 vs 2.5), 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 Harvest better than NocoBase?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. NocoBase is currently shipping more aggressively (velocity 7.5 vs 2.5), with 0 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.
What are the best alternatives to Harvest?
Top Harvest alternatives in PM are ranked by recent ship velocity. Browse the "Harvest alternatives" section above for the current picks, or visit /alternatives/harvest for the full list with editorial commentary on each.
What are the best alternatives to NocoBase?
Top NocoBase alternatives in PM are ranked by recent ship velocity. Browse the "NocoBase alternatives" section above for the current picks, or visit /alternatives/nocobase for the full list with editorial commentary on each.