Choose a capacity planning tool by the decision it must support, the resources and time periods it can represent, and the plan features your process requires. A task-centered team already working in ClickUp may need its Workload view. A consultancy scheduling people across projects may need a dedicated resource scheduler such as Float or Resource Guru.
Capacity planning matches available resource capacity for a defined period with planned demand. A workload display, resource schedule, time tracker, and capacity forecast are related, but they answer different questions. This comparison covers six products using official documentation and pricing checked on October 27, 2026. Prices, plan names, and entitlements change, so recheck the linked vendor pages before purchasing.
The goal is not to name one universal winner. It is to identify the lightest tool that represents your resources, availability, planned work, and review decisions at the time grain you actually use, such as a week or month.
How to choose a capacity planning tool
Start with the planning decision, then test the data required to make it. A team deciding whether assigned work fits a person’s weekly schedule needs different functionality from a professional-services business forecasting future bookings, utilization, and project costs.
- Task-centered workload review: evaluate ClickUp Workload view for task, sprint-point, time-estimate, or capacity-percentage views.
- People and resource scheduling: compare Resource Guru and Float, including billing for scheduled people, non-login users, placeholders, and other resources.
- Time-derived workload analysis: evaluate Toggl when recorded time is central, and check whether longer-range capacity planning requires its separate Capacity Management add-on.
- Broader work management: distinguish Smartsheet plan-level workload tracking from its separately positioned Resource Management product.
- Professional-services planning: assess Scoro’s selected application combination and confirm that it includes the Resource app and required reports.
Choose the simplest tool that represents the required resources, planning period, availability, and review decision without hiding the data your team needs to act.
Compare six tools by the planning job they support
This is a documented-capability comparison, not a universal ranking. The costs below are selected public figures checked on October 27, 2026. Confirm the current billing basis, plan limits, and feature entitlements before treating any price as a buying estimate.
| Tool | Strongest documented planning use | Cost or entitlement to verify |
|---|---|---|
| ClickUp | Workload view measures tasks, sprint points, time estimates, or percentage of capacity, with day, week, and month views. | Pricing and plan entitlements are dynamic. Check ClickUp pricing and confirm access for the relevant roles. |
| Resource Guru | Schedules people and other resources, with leave management and utilization reporting. | Public plans list Grasshopper at $5, Blackbelt at $8, and Master at $12 per person monthly. Billing can also depend on non-login people, placeholders, and other resources. See Resource Guru pricing. |
| Float | Provides resource scheduling, capacity management, and time-off management. Time tracking, cost estimation, and advanced reporting depend on plan. | Starter is $7 and Pro is $12 per scheduled person monthly. Enterprise is custom. Check the feature split at Float pricing. |
| Toggl | Uses time tracking and team capacity signals for workload and utilization analysis. Longer-range capacity views and forecasts are offered through Capacity Management. | Starter is $12 and Premium is $24 per user monthly. Capacity Management is listed separately at $6 per user monthly. See Toggl pricing. |
| Smartsheet | Offers workload tracking in Business and higher plans, while Resource Management is positioned as a separate premium product. | Business is listed at $19 per member monthly with annual billing or $24 with monthly billing. Confirm the separate Resource Management product if capacity planning is required. |
| Scoro | Its relevant application combination includes resource bookings, a planner, availability indicators, time off, utilization reports, and team-performance reports. | Pricing starts from $15 per user monthly for configurable combinations. Verify that the selected combination includes the Resource app at Scoro pricing. |
Compare the actual billing unit, not just the displayed per-user figure. Resource Guru can charge for people who do not log in and for other resource types. Float bills by scheduled person. Toggl lists capacity management separately. Scoro’s resource features depend on the chosen application combination. Confirm time tracking, reporting, API access, approvals, and other required entitlements in writing.
Define the metric before comparing dashboards
Capacity is the working time a person or resource can supply during a defined period. Availability is that capacity after subtracting leave, holidays, and other blocked time. Planned hours are future assignments. Actual hours are recorded work. Billable hours are the portion of actual work classified as billable. Utilization is a ratio, not another name for assigned workload.
A practical field contract keeps those values distinct:
capacity_hours: scheduled working capacity for the period.unavailable_hours: approved leave, holidays, and other blocked time.available_hours: capacity less unavailable hours.planned_hours,actual_hours, andbillable_hours: separate measures with defined sources.utilization_definitionandutilization_value: the formula and its result.
A common utilization formula is billable hours divided by available hours or worked hours, multiplied by 100. Those denominators are not interchangeable. Before comparing reports, write down the numerator, denominator, reporting period, and treatment of leave, holidays, and non-billable work. Reject comparisons between teams using different definitions.
A workload percentage can mean assigned hours divided by configured capacity, while utilization usually means billable hours divided by a defined hours denominator. Hypothetically, 25% of a 40-hour weekly capacity is 10 assigned hours, while 18 billable hours divided by 32 available hours is 56.25% utilization. Keep the measures separate in reports.
ClickUp documents that Workload view can measure by percentage of capacity and convert that percentage to hours using the person’s capacity. The calculation depends on the workspace schedule and individual overrides. Holidays and non-working days affect capacity. Promethean Research reports 70% to 90% for production staff and 60% to 80% for account management as agency-oriented guidance, not universal targets. Establish a company-specific baseline unless you have a benchmark with a suitable methodology.
A practical evaluation workflow before you buy
Use the same representative planning period and definitions in every product trial. Include ordinary work and the exceptions that expose whether a schedule is usable: part-time hours, leave, tentative assignments, missing estimates, overlapping bookings, and work outside a person’s schedule.
For a ClickUp trial, configure the workspace schedule and individual capacity overrides, assign tasks, add time estimates, and review Workload by day, week, or month. A task with no assignee or estimate should be corrected or routed for review, not treated as spare capacity. The ClickUp Workload view documentation describes the supported measures and schedule behavior.
Use one decision pattern for each product
| Product or workflow | Inputs and review | Decision and fallback |
|---|---|---|
| ClickUp Workload | Assignee, task, estimate or points, planned dates, workspace schedule, and individual capacity. Review daily, weekly, or monthly workload. | Use the view for planner review. Route missing estimates, unassigned tasks, and out-of-schedule dates to correction instead of interpreting blanks as available capacity. |
| ClickUp templates | Install a resource-planning, resource-allocation, or employee-workload template, then adapt fields, statuses, and views to the organization’s process. | Require assignee, dates, estimate, and project as a proposed local rule. Add a Capacity Review status and an override reason. The template pages document structure, not automatic approval or validation. |
| Float or Resource Guru | Resource identity, project, dates, allocation, leave, and the billing classification for scheduled people, placeholders, or other resources. | Compare available hours and bookings in the schedule. If the selected plan lacks a needed report, time feature, or integration, record the gap as a procurement exception rather than building an undocumented workaround. |
| Toggl capacity analysis | User, project, task, time entry, billable status, estimates, PTO, holidays, and the selected Capacity Management option where longer-range planning is needed. | Reconcile project IDs and separate billable, non-billable, PTO, and untracked time before aggregation. If the denominator is unclear, stop the utilization report and resolve the metric definition. |
| Smartsheet or Scoro | Required features, time-off treatment, utilization reports, selected plan or application combination, billing basis, and integration needs. | Obtain written entitlement confirmation and test the workflow in a trial. Do not assume Smartsheet Resource Management is included in a base plan or that Scoro’s Resource app is included in every combination. |
AI is optional in this process. It may suggest a skill classification from task text or summarize a workload risk for a planner. It should not decide permissions, validate hours, approve an exception, or replace deterministic checks for dates, required fields, unavailable time, or hard capacity limits.
Implement capacity review with a clear data grain
Use separate records for capacity, bookings, time entries, and utilization summaries. One capacity row represents one resource and defined period, such as a person and week. One booking row represents one resource, project, task, and interval. One time-entry row represents one source event. One utilization row represents one resource, reporting period, and formula.
Preserve provenance for every imported or calculated record. Useful fields include source_system, source_record_id, source_updated_at, retrieved_at, and calculation_version. A booking key should distinguish the resource, project, task, interval, source system, and source revision when multiple observations can exist.
The following is a hypothetical booking record, not a vendor-specific schema:
{
"resource_id": "resource_104",
"project_id": "project_32",
"task_id": "task_872",
"start_date": "2026-11-02",
"end_date": "2026-11-06",
"planned_hours": 6,
"source_system": "planning_workspace",
"source_record_id": "booking_501",
"source_updated_at": "2026-10-27T14:20:00Z",
"retrieved_at": "2026-10-27T14:30:00Z",
"calculation_version": "capacity_v1"
}Do not deduplicate on resource plus date alone. Separate projects, tasks, bookings, revisions, source systems, and time entries can legitimately share a date. A time-entry key might use source system plus source time-entry ID. A capacity key might use resource, period, and capacity version. A utilization summary key should include the resource, reporting period, utilization definition, and aggregation version.
When concurrent writers are possible, a read-then-create sequence can create duplicates. Use a database-enforced unique constraint with an atomic upsert or transaction. These are proposed implementation practices, not features established by the product pages. The reviewed vendor materials do not establish a common API schema, retry behavior, or concurrency model across the six products, so verify a specific connector before planning automated write-back.
ClickUp’s Resource Planning Template is an installable List template with documented statuses, custom fields, and List, Gantt, Workload, and Calendar views. Its Resource Allocation Template and Employee Workload Template provide other structures for organizing assignments. Treat these as configuration starting points. Required fields, approval routing, provenance, and concurrency-safe synchronization must be designed and configured separately.
Make the decision and assign ownership
Name one system of record for capacity, one for approved work assignments, and one source for time entries. If those records live in different applications, define which system owns each field and who resolves conflicting updates. Assign a planning owner to correct missing data and an exception approver to authorize documented over-capacity decisions.
After a limited pilot, track measures your own records can support: unassigned planned hours, missing estimates, over-capacity periods, and forecast-versus-actual variance. Review whether the data was complete and whether the report helped the planner make the intended decision. Do not infer productivity gains or return on investment from adoption alone.
- A named system of record exists for capacity, assignments, and time.
- The utilization numerator, denominator, period, and leave treatment are written down.
- A data owner and an exception approver are named.
- The required plan features and billing units are confirmed in the selected subscription.
- A pilot review date and measurable data-quality checks are set.
If the selected process uses ClickUp, ConsultEvo can help translate documented workload fields into a configured operating process through ClickUp setup and automation. An existing workspace can also be reviewed through a ClickUp audit.