Tracecat
Tracecat ships semantic table search and fast-expands its MCP integration catalog at v1.0 GA
Comparison · PM
ActiveCollab vs Float
A side-by-side editorial comparison of ActiveCollab and Float — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:agencies
ActiveCollab vs Float: at a glance
What is ActiveCollab?
ActiveCollab adds a smarter MCP server and 2FA for self-hosted — AI-agent and security foundations in one release.
ActiveCollab is a project management platform with both cloud and self-hosted versions targeting agencies and teams. Recent releases have focused on two threads: AI agent connectivity (MCP server improvements, task ID visibility for API/AI use, Limit MCP Tools) and security hardening for the self-hosted offering (2FA, IP firewall). The product also ships quality-of-life updates — dark mode, task list reordering, rebuilt desktop apps, and chat conversation controls — at a steady pace.
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.
ActiveCollab vs Float: editorial side-by-side
ActiveCollab adds a smarter MCP server and 2FA for self-hosted — AI-agent and security foundations in one release.
◆ Current state
ActiveCollab is a project management platform with both cloud and self-hosted versions targeting agencies and teams. Recent releases have focused on two threads: AI agent connectivity (MCP server improvements, task ID visibility for API/AI use, Limit MCP Tools) and security hardening for the self-hosted offering (2FA, IP firewall). The product also ships quality-of-life updates — dark mode, task list reordering, rebuilt desktop apps, and chat conversation controls — at a steady pace.
◆ Where it's heading
The MCP work is the most directional signal: smarter MCP tools that browse projects, teams, and task lists with fewer errors position ActiveCollab as a project context source for AI coding and productivity agents. The security additions for self-hosted (2FA, IP firewall) suggest ActiveCollab is actively maintaining its self-hosted audience — a differentiator against cloud-only competitors — while the AI connectivity features compete with the growing set of project management tools adding MCP/agent support.
◆ Prediction
The next move is likely deeper MCP tooling (write operations for task creation and updates via AI agents) and expanding the IP firewall controls into full RBAC or SSO support for enterprise self-hosted deployments.
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.
Alternatives to ActiveCollab and Float
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 ActiveCollab or Float.
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.
NocoBase
NocoBase is hardening its AI employees and security surfaces while stabilizing the v2 client.
See all ActiveCollab alternatives → · See all Float alternatives →
Recent activity from ActiveCollab and Float
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 21d agoActiveCollabReorder Task Lists
- 1mo agoFloatFloat is the #1 resource management software, 8 seasons running
- 1mo agoFloatRates tab, Zapier project templates, and people code
- 1mo agoFloatSmart insights: know who’s done this work before, with AI experience profiles ⚡
- 1mo agoActiveCollabTwo-Factor Authentication for Self-Hosted
- 1mo agoActiveCollabA Smarter MCP Server
- 1mo agoFloatNew API endpoints: project templates and rate cards, and Zapier project updates
- 1mo agoActiveCollabTask ID Column
- 1mo agoActiveCollabLight, Dark, or Automatic
- 2mo agoActiveCollabBetter Control of Chat Conversations
- 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 ActiveCollab and Float?
Both compete on the same themes — agencies — within PM. Float 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 ActiveCollab better than Float?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Float 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 PM products to evaluate alongside.
What are the best alternatives to ActiveCollab?
Top ActiveCollab alternatives in PM are ranked by recent ship velocity. Browse the "ActiveCollab alternatives" section above for the current picks, or visit /alternatives/activecollab for the full list with editorial commentary on each.
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.