Best for
Best for engineering organisations that want planning, code, CI/CD and security on one platform.
- Small and mid-sized
- Enterprise
No tools match
Press / to search, arrow keys to move, Enter to open
Project Management Comparison
At a glance
Best for
Best for engineering organisations that want planning, code, CI/CD and security on one platform.
Best for
Best for teams already on Zoho that want project planning, timesheets and billing in one suite.
Cataleo does not name a winner. Both statements come from the vendors themselves.
| Criterion | GitLab | Zoho Projects |
|---|---|---|
| Starting price | Free plan; Premium $29 / user / month Premium is billed annually and includes 10,000 compute minutes and 500 GiB of storage a month; Ultimate is priced on request. The free plan is capped at five users per top-level group. GitLab Credits for AI features cost $1 each, extra compute minutes $10 per 1,000 and extra storage $5 a month per 10 GiB. Enterprise Agile Planning seats for non-developers cost $15 per user and month on Ultimate. | Not stated |
| Free trial | Free plan | 15-day free trial, no credit card required; free plan for up to 5 users |
| API | Yes, APIs and webhooks | Yes |
| Hosting | GitLab.com SaaS, single-tenant Dedicated or self-managed | Not stated |
| Task planning | Yes, an agile planning framework with epics, issues and tasks, kanban boards, milestones, roadmaps, issue weights, promotion of an issue to an epic and a planning hierarchy for portfolio work | Yes, work breakdown structure with milestones, task lists, tasks and subtasks; Classic, Plain and Kanban views plus Gantt charts with dependencies |
| Resource planning | Limited. Work is assigned to people and weighted, and weights roll up to the parent item as a measure of time, value or complexity, but GitLab's planning documentation describes no capacity, availability or workload view per person | Yes, resource allocation and utilization views |
| Time tracking | Yes, hours spent on issues, merge requests, epics and tasks, with estimates, detailed reports and standardised time units | Yes, timesheets with task timers and timesheet approval for payroll and client billing |
| Reporting and controlling | Yes, burnup and burndown charts, drill-down reports, code and productivity analytics, insights and health reporting, DORA4 metrics and the Value Streams Dashboard | Yes, dashboards for project status and budget health, plus earned value management comparing planned against actual |
| Integrations and API | Yes, APIs, webhooks and integrations, described by GitLab as how other tools plug into the platform | Yes, plus integrations with Zoho apps, Google Workspace, Microsoft 365, Slack, GitHub and Zapier, and 300+ apps via Zoho Flow |
| AI features | Yes | Yes |
| MCP-ready | No | stated Yes |
| Deployment | more entries Cloud (SaaS), Browser-based, On-premise | Cloud (SaaS), Browser-based |
| Support | Email helpdesk, Community forum | Phone, Chat |
| Onboarding | more entries Documentation and knowledge base, Video tutorials | Documentation and knowledge base |
| Company size | Small and mid-sized, Enterprise | Small and mid-sized, Enterprise |
| Integrations | more entries Jira, Slack, Microsoft Teams, Confluence, Jenkins, Datadog, GitHub, Asana, Linear, Redmine, Google Chat, Mattermost, Discord, Google Play, Apple App Store Connect, GitGuardian | Zoho CRM, Zoho Books, Zoho Desk, Zoho Cliq, Google Workspace, Microsoft 365, Slack, GitHub, Zapier |
Adds a column to the table, from the tools in this category.
Row where the values differ The small markers point at the lower number, the longer list or the stated feature. They describe the data, they are not a verdict.
The short version
Every line is one datapoint from the table above, picked automatically. Nothing here is written text.
The trade-offs
GitLab
Strengths
Limitations
Zoho Projects
Strengths
Limitations
Plans
GitLab
Zoho Projects
What users say
GitLab
No reviews yet. Be the first to review this tool. Every review is checked for fairness before it appears, and the vendor cannot have one removed.
Zoho Projects
No reviews yet. Be the first to review this tool. Every review is checked for fairness before it appears, and the vendor cannot have one removed.
Where this comes from
GitLab https://about.gitlab.com · checked against the official source on 2026-09-13
Zoho Projects https://www.zoho.com/projects/ · no check date recorded yet
This table lists factual criteria taken from information the vendors publish themselves. For how we put it together, see the methodology.