Atarim
Post-V5 releases are spent making the AI agency actually usable rather than adding to it.
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 building an AI employee layer while running its 2.2 and 3.0 lines in parallel.
NocoBase is shipping two trains at once: v2.2.0 is at beta.17 and v3.0.0 is at alpha.8, with features crossing between them. The work concentrates in three areas — AI employees that draw skills from the plugin system, a Portal manager that defines application entry points, and an AI knowledge base backed by configurable vector databases. Cadence on the alpha line is close to daily.
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
6.3PM
NocoBase is building an AI employee layer while running its 2.2 and 3.0 lines in parallel.
◆ Current state
NocoBase is shipping two trains at once: v2.2.0 is at beta.17 and v3.0.0 is at alpha.8, with features crossing between them. The work concentrates in three areas — AI employees that draw skills from the plugin system, a Portal manager that defines application entry points, and an AI knowledge base backed by configurable vector databases. Cadence on the alpha line is close to daily.
◆ Where it's heading
The plugin system is becoming the extension mechanism for agents, not just for the no-code builder: AI employee skills are built from plugins, and a plugin development guide for defining tools, skills and built-in employees shipped alongside them. Portals are turning into first-class application surfaces with their own access checks, AI conversations, unread counts and backup support. Setup that started as CLI-only — LLM services, vector databases — keeps acquiring UI navigation a release or two later.
◆ Prediction
Expect the AI employee skill system and vector database management to keep filling in, since CLI-driven setup already has UI navigation and model selection guidance just landed. Features appearing first on the 3.0 alpha line and then reaching the 2.2 betas is now the established pattern, so the next 2.2 beta is the place to watch for what 3.0 tested.
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.
Hostaway
Hostaway is becoming a compliance and finance system that happens to manage channels
Tracecat
After a mandatory Action Gateway, the RC train is back to hardening the sandbox
Bonsai
Bonsai is assembling a real CRM underneath the freelancer billing tools
Sugar Calendar
The changelog turned into a how-to blog — capability news now arrives disguised as tutorials.
Hive
Governance and cross-workspace plumbing, not new AI surface
See all Harvest alternatives → · See all NocoBase alternatives →
Recent activity from Harvest and NocoBase
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoNocoBaseAI employee skills reach the 2.2 line; Worker concurrency capped
- 1d agoNocoBasePortal access checks and a copy-paste prompt for coding agents
- 6d agoNocoBaseAI employees gain plugin-built skills and Portal-scoped conversations ⚡
- 8d agoNocoBaseCSRF, sequence and Worker exit fixes
- 10d agoNocoBaseBackup and restore for AI portals; fixed Portal layouts
- 11d agoNocoBaseApplication-wide default Portal and vector database UI
- 28d agoHarvestIn Season: The latest from Harvest, Summer 2026
- 3mo agoHarvestInside the new Harvest
- 3mo agoHarvestA fresh Harvest
- 3mo agoHarvestA fresh Harvest
- 4mo agoHarvestIndustry leader award (PR, not a release)
- 4mo 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 6.3 vs 2.5), with 1 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 6.3 vs 2.5), with 1 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.