Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
A side-by-side editorial comparison of Celoxis and Todoist — release velocity, themes, recent moves, and the top alternatives to consider.
Celoxis's public feed is vertical-specific SEO comparison content — no product feature releases visible.
Celoxis is an enterprise project management platform targeting PMOs at mid-to-large organizations. Its public changelog is a high-volume SEO content operation — daily articles comparing PM tools across verticals (legal, aerospace, logistics, creative, telecom) and publishing dashboard examples and evaluation frameworks. No specific product feature releases are visible in the last 10 entries.
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
The entries SparkPulse tracks for Todoist are help-center index pages rather than dated release notes, so the detail is thin. They show a 2026 built around getting tasks into the app with less typing: Ramble turns spoken thoughts into tasks (January), came to Wear OS in beta (March), and Task Capture scans notes, photos and files for tasks (beta, April). Later months cover urgency triage and capturing tasks wherever they appear, while the experimental track retired Goals and simplified Quick Add.
Celoxis is an enterprise project management platform targeting PMOs at mid-to-large organizations. Its public changelog is a high-volume SEO content operation — daily articles comparing PM tools across verticals (legal, aerospace, logistics, creative, telecom) and publishing dashboard examples and evaluation frameworks. No specific product feature releases are visible in the last 10 entries.
The content strategy is aggressively vertical — each article targets a specific industry segment (law firms, aviation, logistics, creative agencies, startups) with PM software comparisons where Celoxis positions itself. This breadth suggests the product is pursuing a portfolio/enterprise PM use case across many industries rather than specializing. The content volume is high but the product release signal is zero from this channel.
Without a feature release log, the product direction is opaque. The consistent emphasis on portfolio tracking, resource leveling, and Gantt-based scheduling across comparison articles suggests these are core areas of investment, but no specific next feature can be confirmed.
The entries SparkPulse tracks for Todoist are help-center index pages rather than dated release notes, so the detail is thin. They show a 2026 built around getting tasks into the app with less typing: Ramble turns spoken thoughts into tasks (January), came to Wear OS in beta (March), and Task Capture scans notes, photos and files for tasks (beta, April). Later months cover urgency triage and capturing tasks wherever they appear, while the experimental track retired Goals and simplified Quick Add.
The pattern is AI-assisted capture spreading across inputs and devices: speech first, then images and documents, then other surfaces. The experimental channel is being used to test and prune, as the retired Goals beta shows, so not every beta becomes a permanent feature.
Expect Task Capture and Ramble to leave beta or spread to more platforms; the index pages don't give dates, so timing is unclear.
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 Celoxis or Todoist.
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.
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.
SmartSuite adds a scheduled JavaScript runtime with secrets and run history.
See all Celoxis alternatives → · See all Todoist alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Celoxis is currently shipping more aggressively (velocity 5.0 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Celoxis is currently shipping more aggressively (velocity 5.0 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.
Top Celoxis alternatives in PM are ranked by recent ship velocity. Browse the "Celoxis alternatives" section above for the current picks, or visit /alternatives/celoxis for the full list with editorial commentary on each.
Top Todoist alternatives in PM are ranked by recent ship velocity. Browse the "Todoist alternatives" section above for the current picks, or visit /alternatives/todoist for the full list with editorial commentary on each.