Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
A side-by-side editorial comparison of Float and Productboard — release velocity, themes, recent moves, and the top alternatives to consider.
Float is moving from who's-free scheduling toward staffing on experience and pricing on rate cards.
Float's 2026 releases add commercial and intelligence layers on top of its core scheduler: multi-currency rate cards, a Rates tab, and AI experience profiles that surface who has done similar work before. API and Zapier coverage for project templates and rate cards keeps those layers open to automation. The October releases are scheduler polish: clearer role display, then calendar event statuses, faster allocation entry and project update improvements.
Productboard v2 adds exact-match text filters as the data model keeps widening.
Productboard's v2 API spent the summer closing v1 parity gaps, then in September made entity types an open, workspace-specific string. Since then the data model has kept widening: rich text accepts tables and checklists, relationships hold their own field values, and as of October 15 entity search supports exact-match filtering on text fields.
Float's 2026 releases add commercial and intelligence layers on top of its core scheduler: multi-currency rate cards, a Rates tab, and AI experience profiles that surface who has done similar work before. API and Zapier coverage for project templates and rate cards keeps those layers open to automation. The October releases are scheduler polish: clearer role display, then calendar event statuses, faster allocation entry and project update improvements.
The product is reaching from resource availability into project economics and staffing judgment. Rates, roles and experience data are becoming first-class objects, while October's work tightens the daily scheduling loop that those layers sit on.
Expect role- and rate-aware forecasting next, such as budget or margin projections tied to the roles assigned in a plan. The entries show the data model forming but not yet the forecasting output.
Productboard's v2 API spent the summer closing v1 parity gaps, then in September made entity types an open, workspace-specific string. Since then the data model has kept widening: rich text accepts tables and checklists, relationships hold their own field values, and as of October 15 entity search supports exact-match filtering on text fields.
With parity mostly done, v2 is extending the data model and making it queryable. Workspace-defined entity types and relationship fields push schema decisions into each workspace's configuration, and filter operators like eq let integrations match records precisely instead of scanning with contains.
Expect filtering and search to reach relationship fields next, following the pattern of new data shapes gaining query operators a few weeks later. Whether the beta customer score endpoint leaves beta isn't signalled by the entries.
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 Productboard.
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
Camunda opens the 8.11 cycle with job-worker fixes and variable metadata across gRPC, REST and MCP.
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
Atarim's AI experts now propose changes to live pages as drafts, and the app runs on phones.
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
See all Float alternatives → · See all Productboard alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Productboard 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Productboard 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.
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.
Top Productboard alternatives in PM are ranked by recent ship velocity. Browse the "Productboard alternatives" section above for the current picks, or visit /alternatives/productboard for the full list with editorial commentary on each.