Tracecat
Tracecat ships semantic table search and fast-expands its MCP integration catalog at v1.0 GA
Comparison · PM
Float vs ZenHub
A side-by-side editorial comparison of Float and ZenHub — release velocity, themes, recent moves, and the top alternatives to consider.
Float vs ZenHub: at a glance
| Feature | Float | ZenHub |
|---|---|---|
| Sector | PM | PM |
| Velocity score | 6.3 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | resource-management, scheduling, ai-matching, rate-cards | project-management, github, mcp-integration, ai-clients |
| Last editorial update | 7d ago | 4mo ago |
| Website | Visit → | — |
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 ZenHub?
GitHub-native PM remodels around sub-issues and opens up to AI clients via MCP.
ZenHub is in the middle of a structural realignment with GitHub. The April 2025 Epics-and-Projects-to-Sub-issues migration restructured the core data model on top of GitHub's sub-issue primitive, replacing Roadmap with Timeline and unlocking deeper hierarchy. The Fall 2025 release added a Zenhub MCP Server connecting Claude Desktop, Claude Code, Gemini CLI, Cursor, and Windsurf to ZenHub, plus universal API access. Recent shipping has focused on Goals & Planning panel polish (drag-and-drop, deep hierarchy, performance) and shared Saved Views with workspace defaults.
Float vs ZenHub: 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.
ZenHub
0.0PM
GitHub-native PM remodels around sub-issues and opens up to AI clients via MCP.
◆ Current state
ZenHub is in the middle of a structural realignment with GitHub. The April 2025 Epics-and-Projects-to-Sub-issues migration restructured the core data model on top of GitHub's sub-issue primitive, replacing Roadmap with Timeline and unlocking deeper hierarchy. The Fall 2025 release added a Zenhub MCP Server connecting Claude Desktop, Claude Code, Gemini CLI, Cursor, and Windsurf to ZenHub, plus universal API access. Recent shipping has focused on Goals & Planning panel polish (drag-and-drop, deep hierarchy, performance) and shared Saved Views with workspace defaults.
◆ Where it's heading
Two parallel arcs are visible. First, ZenHub is doubling down on its GitHub-native moat — moving the data model on top of GitHub primitives (sub-issues, projects, issue types) means its differentiation gets stronger as GitHub itself improves rather than weaker. Second, it's deliberately positioning itself in the AI-coding-tool ecosystem via MCP, betting that PM context belongs in the same surface developers already use. The May 2025 GitHub permissions update (the first scope change in 11 years) signals that even mundane plumbing is being modernized.
◆ Prediction
Expect tighter integration between MCP and the Goals & Planning hierarchy (agents that can plan a sprint, not just answer questions), additional AI-client coverage as new IDE-side MCP hosts emerge, and continued GitHub feature parity as GitHub adds more native PM primitives.
Alternatives to Float and ZenHub
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 ZenHub.
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 Float alternatives → · See all ZenHub alternatives →
Recent activity from Float and ZenHub
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 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 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
- 10mo agoZenHubShared Saved Views and Workspace Defaults
- 1y agoZenHubFall 2025 release — Zenhub MCP Server, universal API access, Goals & Planning polish ⚡
- 1y agoZenHubWhat's new in Zenhub in July
- 1y agoZenHubWhat's new in Zenhub in June
- 1y agoZenHubRequest for new GitHub permissions
- 1y agoZenHubMigration of Epics & Projects to Sub-issues ⚡
Frequently asked questions
What is the difference between Float and ZenHub?
They serve adjacent needs but don't currently overlap on shipped themes. Float is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 Float better than ZenHub?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Float is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 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 ZenHub?
Top ZenHub alternatives in PM are ranked by recent ship velocity. Browse the "ZenHub alternatives" section above for the current picks, or visit /alternatives/zenhub for the full list with editorial commentary on each.