Tracecat
Tracecat hits v1.0.0 with open-sourced agent stack and SSRF-hardened MCP, starts 1.1.0 alpha the same day.
Comparison · PM
Float vs NocoBase
A side-by-side editorial comparison of Float and NocoBase — release velocity, themes, recent moves, and the top alternatives to consider.
Float vs NocoBase: at a glance
What is Float?
Float adds AI experience profiles and multi-currency rate cards — expanding from scheduling into project economics.
Float is a resource scheduling and time-tracking platform for agencies and professional services teams, shipping roughly every 2–3 weeks. The last 90 days show two substantive sparks: AI-powered experience profiles that surface who on the team has done similar work before, and multi-currency rate cards that bring consistent billing across clients and regions. Supporting releases added a dedicated Rates tab, Zapier project templates, people codes, and new API endpoints for project templates and rate cards.
What is NocoBase?
NocoBase adds an AI knowledge base retrieval API, connecting no-code workflows to external knowledge sources.
NocoBase is an open-source no-code/low-code platform shipping on two parallel tracks: a stable beta (2.3.x) and an alpha preview (2.4.x). Both tracks are active—the same features land in alpha first, then backport to beta within days. The most significant recent addition is an authenticated knowledge base retrieval API with a built-in provider for remote NocoBase knowledge bases, giving AI employees in workflows access to structured external content for RAG-style lookups. Security improvements are also landing: blocking server-side requests to literal IP addresses and preventing secret env var exposure in custom request URLs.
Float vs NocoBase: editorial side-by-side
Float
6.3PM
Float adds AI experience profiles and multi-currency rate cards — expanding from scheduling into project economics.
◆ Current state
Float is a resource scheduling and time-tracking platform for agencies and professional services teams, shipping roughly every 2–3 weeks. The last 90 days show two substantive sparks: AI-powered experience profiles that surface who on the team has done similar work before, and multi-currency rate cards that bring consistent billing across clients and regions. Supporting releases added a dedicated Rates tab, Zapier project templates, people codes, and new API endpoints for project templates and rate cards.
◆ Where it's heading
Float is building the financial layer of resource management — rate cards, multi-currency support, and a Rates tab form a coherent billing workflow that didn't exist six months ago. In parallel, AI experience profiles signal entry into talent-matching territory: the product can now answer 'who has done this type of work before' rather than just 'who is available.' These two vectors together position Float as a project economics tool, not just a scheduling view. The API expansion follows the financial features, suggesting partner and integration investment.
◆ Prediction
The most likely next move is connecting AI experience profiles directly into project assignment — auto-suggesting matches during scheduling based on past work. On the billing side, rate card data likely feeds a revenue or margin reporting view as the next logical release.
NocoBase
8.8PM
NocoBase adds an AI knowledge base retrieval API, connecting no-code workflows to external knowledge sources.
◆ Current state
NocoBase is an open-source no-code/low-code platform shipping on two parallel tracks: a stable beta (2.3.x) and an alpha preview (2.4.x). Both tracks are active—the same features land in alpha first, then backport to beta within days. The most significant recent addition is an authenticated knowledge base retrieval API with a built-in provider for remote NocoBase knowledge bases, giving AI employees in workflows access to structured external content for RAG-style lookups. Security improvements are also landing: blocking server-side requests to literal IP addresses and preventing secret env var exposure in custom request URLs.
◆ Where it's heading
NocoBase is building out its AI employee and workflow AI layer systematically: context data source settings were simplified in alpha.3, and now the knowledge base retrieval API adds a retrieval-augmented generation primitive that no-code users can wire into workflows without writing code. The WeCom and DingTalk integrations continue to mature, signaling a Chinese enterprise market focus alongside international adoption. Security hardening (XSS prevention, SSRF mitigations) is getting attention across releases, suggesting enterprise deployments with compliance requirements.
◆ Prediction
NocoBase will expand the AI knowledge base surface—likely adding vector search providers, fine-grained access control for knowledge bases, and richer AI employee configuration tied to specific knowledge domains. Expect the 2.4.0 release line to formalize AI employees as a stable feature alongside the knowledge base API.
Alternatives to Float 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 Float or NocoBase.
RentRedi
RentRedi ships AI maintenance triage and multi-entity portfolios across a two-month ops stack build-out
SmartSuite
SmartSuite adds EU/US data residency at sign-up and ships three Linked Record enhancements in one sprint, signaling an enterprise push.
Hive
Hive is in a high-cadence improvement cycle — three releases on September 18 alone, all UX refinements.
My Hours
My Hours ships MCP support for Claude — time logging and timesheet retrieval are now conversational operations.
Fibery
Fibery rebuilt its AI agent from scratch — model picker, streaming output, whiteboard read/write all ship together
See all Float alternatives → · See all NocoBase alternatives →
Recent activity from Float and NocoBase
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoNocoBasev2.4.0-alpha.6: SSRF protection and secret exposure fix
- 4d agoNocoBasev2.3.0-beta.10
- 8d agoNocoBasev2.3.0-beta.9
- 10d agoNocoBasev2.4.0-alpha.5
- 12d agoNocoBasev2.3.0-beta.8 ⚡
- 12d agoNocoBasev2.4.0-alpha.4 ⚡
- 23d agoFloatFloat is the #1 resource management software, 8 seasons running
- 26d agoFloatRates tab, Zapier project templates, and people code
- 29d agoFloatSmart insights: know who’s done this work before, with AI experience profiles ⚡
- 1mo agoFloatNew API endpoints: project templates and rate cards, and Zapier project updates
- 2mo agoFloatRate cards and multi-currency: consistent billing across every client and region ⚡
- 2mo agoFloatA new look: updates to the sidebar navigation
Frequently asked questions
What is the difference between Float and NocoBase?
They serve adjacent needs but don't currently overlap on shipped themes. NocoBase is currently shipping more aggressively (velocity 8.8 vs 6.3), with 2 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Float better than NocoBase?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. NocoBase is currently shipping more aggressively (velocity 8.8 vs 6.3), with 2 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
What are the best alternatives to Float?
Top Float alternatives in PM are ranked by recent ship velocity. Browse the "Float alternatives" section above for the current picks, or visit /alternatives/float 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.