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Top 10 Best Productivity Manager Software of 2026

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Top 10 Best Productivity Manager Software of 2026

Compare productivity manager software tools for teams, with a shortlist of options like ClickUp and Monday.com and guidance on tradeoffs.

21 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Productivity manager software matters when teams need a shared data model for tasks, timelines, and follow-ups across tools like chat, email, and calendars. This comparison focuses on how each platform handles automation, integration coverage, and measurable reporting so analysts and operators can map workflow throughput to governance needs like roles and auditability.

ClickUp is the best pick for teams that want shared task data to power planning views because its status-driven automation updates owners and custom fields from event triggers across projects, whereas Todoist is a stronger fit for people who need fast inbox-to-recurring task capture thanks to natural-language due dates and recurrence rules.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

ClickUp

Status-driven automation that updates owners, custom fields, and task workflow from event triggers across projects.

Best for: Fits when teams need shared task data across planning views and want rule-based updates.

2

Monday.com

Editor pick

Gantt timeline planning that stays tied to the same task records used in Kanban boards and automation rules.

Best for: Fits when teams need configurable workflow boards with view switching and field-level automation for delivery tracking.

3

Todoist

Editor pick

Natural-language due dates plus recurring task rules reduce planning friction from the inbox.

Best for: Fits when task-first execution needs strong capture, recurrence, and automation.

Comparison Table

1
ClickUpBest overall
enterprise
9.4/10
Overall
2
enterprise
8.7/10
Overall
3
8.6/10
Overall
4
8.3/10
Overall
5
enterprise
8.0/10
Overall
6
7.9/10
Overall
7
vertical specialist
7.4/10
Overall
8
7.3/10
Overall
9
6.8/10
Overall
10
6.6/10
Overall
#1

ClickUp

enterprise

Productivity platform combining tasks, docs, goals, time tracking, and dashboards in one workspace.

9.4/10
Overall
Features9.4/10
Ease of Use9.4/10
Value9.4/10
Standout feature

Status-driven automation that updates owners, custom fields, and task workflow from event triggers across projects.

ClickUp fits teams that run mixed work with recurring tasks, dependencies, and shared task hierarchies spanning projects and spaces. The app supports extensive customization through custom fields, saved views, and structured task data that can drive filters across boards and lists. ClickUp also supports calendar sync and file attachments on tasks, which helps keep execution artifacts close to the work item.

A key tradeoff is that the breadth of configuration can make governance harder for large organizations because teams may create overlapping custom fields, inconsistent statuses, or divergent board filters. ClickUp works best when a productivity manager can define a status taxonomy and field schema for projects, then delegate automation safely across teams. It is also a strong fit when stakeholders want project timelines and sprint views side by side for the same work items.

Pros
  • +Multiple planning views stay tied to the same task records
  • +Task automation rules can update fields and assignees from events
  • +Saved views and filters support consistent reporting across boards
  • +Time tracking and effort estimates help connect planning to logs
Cons
  • –Workspace customization can drift without strong admin governance
  • –Automations can become hard to audit when rules multiply
Use scenarios
  • Program management teams

    Track milestones and dependencies across projects

    Fewer status emails and clearer handoffs

  • Product operations teams

    Run recurring intake and triage workflows

    Faster triage and consistent assignment

Show 2 more scenarios
  • Agile delivery teams

    Coordinate sprint backlog and execution

    More predictable sprint execution

    Agile-style boards and sprint reporting track work status while maintaining one task history.

  • Project managers

    Consolidate workload reporting for stakeholders

    Reduced manual reporting effort

    Dashboards roll up project status and workload metrics from shared saved views.

Best for: Fits when teams need shared task data across planning views and want rule-based updates.

#2

Monday.com

enterprise

Work operating system for managing projects, tasks, processes, and team productivity visually.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Gantt timeline planning that stays tied to the same task records used in Kanban boards and automation rules.

Monday.com builds work execution workflows by letting teams model tasks, dependencies, statuses, and due dates inside configurable boards. It supports visual planning across Kanban views, Gantt timelines, and calendar views with saved views and board-level filters to manage different slices of work.

Automation rules can update fields, move items across statuses, and trigger notifications based on changes. Reporting adds workload and project dashboards that summarize progress by board, team, and timeline.

Pros
  • +Boards combine Kanban, Gantt, and calendar views for the same underlying work items
  • +Automation rules can change statuses and field values based on item updates
  • +Saved views and filters keep large workspaces navigable without custom dashboards for every slice
  • +Dashboards summarize progress and workload across teams and projects
Cons
  • –Complex dependency and multi-step automation rules become hard to audit over time
  • –Advanced reporting often requires careful board design with consistent custom fields
Use scenarios
  • Operations managers and cross-functional teams

    Coordinate requests with automated status handoffs

    Fewer manual handoffs

  • Scrum teams and engineering leads

    Track sprint stages and completion rules

    Visible sprint progress

Show 2 more scenarios
  • Delivery leads and resource managers

    Plan workloads with timelines and allocations

    Clear workload visibility

    Use timeline and calendar views with custom fields and allocation-style planning to schedule assignments across delivery windows.

  • Program teams for organizational change

    Report initiative dependencies and adoption work

    Structured change execution

    Track initiative status, impacts, and stakeholder activity while using reporting to summarize progress across boards.

Best for: Fits when teams need configurable workflow boards with view switching and field-level automation for delivery tracking.

#3

Todoist

SMB

Task management app for organizing personal and team productivity with natural language input.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Natural-language due dates plus recurring task rules reduce planning friction from the inbox.

Todoist works best when task capture, follow-up, and prioritization are the core workflow instead of board-heavy project planning. It supports projects, subtasks, due dates, recurring rules, comments, and attachments, which keeps many execution loops inside one task record. Saved filters and labels let users build stable views for inbox processing, personal queues, and team-like shared workflows.

A notable tradeoff is that advanced team planning artifacts like sprint planning dashboards and workload balancing are not as first-class as task lists and recurring routines. Todoist fits situations where a person or a small group needs consistent capture and follow-through, plus calendar visibility, without managing formal capacity models. It also fits automation-heavy personal operations where API writes and connector-triggered tasks reduce manual re-entry.

Pros
  • +Recurring task rules handle long-running routines without re-entry
  • +Natural-language scheduling speeds due date setup from plain text
  • +Saved filters turn labels and priorities into repeatable queues
  • +REST API supports programmatic task and project updates
Cons
  • –Kanban and sprint artifacts are limited compared with project-first tools
  • –Workflow automation depends heavily on integrations and external triggers
Use scenarios
  • Solo knowledge workers

    Inbox zero with recurring commitments

    More consistent daily follow-through

  • Operations coordinators

    Calendar-driven task execution

    Fewer missed commitments

Show 2 more scenarios
  • RevOps and sales support

    API-driven lead and follow-up tasks

    Lower manual admin work

    Use the API to create tasks on events and update fields when outcomes change.

  • Small teams

    Shared task tracking without heavy planning

    Clearer ownership and timing

    Use projects, comments, and filters to coordinate work while keeping planning lightweight.

Best for: Fits when task-first execution needs strong capture, recurrence, and automation.

#4

Sunsama

SMB

Daily planner that consolidates tasks, email, and calendar into a focused daily workflow.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

A daily planning board that guides task execution by time blocks tied to the weekly review cycle.

Sunsama’s core planning model revolves around a day view that assigns tasks to specific time slots, which reduces time-block drift compared with agenda-only tools. It includes a weekly review routine to turn incoming tasks into the next set of execution targets. Calendar sync supports two-way changes so edits to scheduled items can reflect back into the planning context.

Pros
  • +Daily time-block planning maps tasks to execution windows
  • +Calendar sync keeps scheduled meetings and plan alignment tighter
  • +Weekly review workflow turns backlog inputs into next-day focus
  • +API and integrations support connecting external task sources
Cons
  • –Workspace governance controls are lighter than admin-first project tools
  • –Automation coverage can require extra integration work for custom flows
Use scenarios
  • Product management teams

    Turn roadmap tasks into day execution blocks

    More predictable daily throughput

  • Customer success leads

    Balance inbox tasks with scheduled calls

    Lower context-switch overhead

Show 2 more scenarios
  • Consulting teams

    Ingest client tasks and plan workdays

    Fewer missed deliverables

    Import tasks and keep project work aligned with meeting calendars.

  • Operations managers

    Standardize routine review and daily checklists

    More consistent follow-through

    Use recurring review structure to convert recurring tasks into daily execution items.

Best for: Fits when teams want time-block execution planning with weekly review and calendar-driven scheduling.

#5

Asana

enterprise

Project and task management platform for tracking team productivity across timelines and portfolios.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Automation rules can react to task changes by updating fields, owners, and dates across projects.

Asana organizes work into projects with tasks, assignees, due dates, and status updates, plus board and timeline views for day-to-day execution.

Pros
  • +Automation rules update fields and assignees without custom code
  • +Timeline view makes milestones and dependencies easier to communicate
  • +REST API and webhooks support custom workflow integration
  • +Saved views and filters reduce noise across large projects
Cons
  • –Complex reporting needs careful setup of custom fields and views
  • –Some advanced workflow patterns rely on third-party connectors
  • –Large project boards can feel slower when many tasks are added
  • –Automation rules can be hard to troubleshoot when multiple rules fire
Use scenarios
  • Project managers and delivery teams

    Plan milestones and task dependencies

    Progress tied to plans

  • Innovation and program teams

    Coordinate stage-gate initiative workflows

    Shared initiative status

Show 2 more scenarios
  • Product and cross-functional teams

    Connect roadmap items to delivery tasks

    Roadmap tracks delivery

    Arrange initiatives and roadmap timelines around the tasks used for execution to reflect ongoing delivery progress.

  • Product and software teams

    Manage sprint work and feature follow-through

    Visible ownership and status

    Use project views and task assignments to organize sprint tasks and monitor feature progress across cycles.

Best for: Fits when teams need visual project execution plus API-driven integrations and governance.

#6

Akiflow

SMB

Task consolidation tool that pulls tasks from Slack, Gmail, Notion, and other apps into one inbox.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Time-block scheduling that converts task capture into planned blocks and keeps those blocks synchronized with calendar edits.

Akiflow coordinates tasks across calendars and workflow views, then turns scheduling into a recurring planning habit. It supports time-block scheduling from work items, inbox-style capture, and recurring task rules that map to daily and weekly routines.

Pros
  • +Calendar-first scheduling turns tasks into time blocks tied to planned dates
  • +Two-way sync keeps task updates and calendar edits aligned
  • +Recurring task rules reduce rework for weekly and daily routines
  • +Webhook and integration actions support automated status and timing updates
Cons
  • –Automation setup requires careful mapping between tasks and calendar blocks
  • –Advanced reporting and portfolio views feel narrower than dedicated project management suites
  • –Data export and bulk operations can lag behind task-centric alternatives
  • –Complex cross-project dependency workflows are harder to model than in full PM tools
Use scenarios
  • Individual professionals

    Turn open tasks into daily schedules

    Calendar-based daily plan

  • Freelancers and knowledge workers

    Timebox deep work beside meetings

    Protected execution windows

Show 2 more scenarios
  • Individuals using life-planning routines

    Schedule goals as next actions

    Calendar-backed actions

    Convert goals and habit routines into scheduled next steps so long-term intentions map to calendar execution.

  • Consultants and operations professionals

    Consolidate requests before scheduling

    Fewer scattered task lists

    Bring tasks and follow-ups from multiple work tools into a single inbox view, then plan them across calendars.

Best for: Fits when teams need calendar-synchronized task scheduling with recurring planning and automation.

#7

Things

vertical specialist

Apple-native task manager following GTD methodology with project areas and daily logbook.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Daily review and planning flow designed around inbox, next actions, and projects.

Things from culturedcode pairs a GTD-style inbox workflow with an interface designed for quick capture, clear planning, and calm day execution. Core work centers on projects, next actions, areas of responsibility, and recurring tasks with flexible scheduling rules.

Pros
  • +GTD-style capture and review flows reduce task context-switch overhead
  • +Recurring tasks support practical schedules without building custom logic
  • +Two-way calendar sync keeps due dates aligned across tools
  • +Projects separate outcomes from next actions with clear visual structure
Cons
  • –Collaboration and shared-workspace administration are limited versus team-first managers
  • –Automation relies more on integrations than a rich REST API surface
  • –Advanced reporting like portfolio dashboards are not a core focus
  • –Custom fields and saved views are constrained compared with configurable task systems
Use scenarios
  • Freelancers and consultants

    Track repeating client delivery activities

    Routine commitments stay visible

  • Individuals and freelancers

    Place dated tasks next to events

    Easier time placement

Show 2 more scenarios
  • Individuals and small-business operators

    Manage scheduled maintenance checklists

    Predictable maintenance schedules

    Create repeating tasks for household and operational responsibilities so maintenance follows predictable cycles.

  • Individuals and small teams

    Break projects into checklists and next actions

    Execution by next action

    Organize multi-step goals into projects with next actions and checklists so execution proceeds one step at a time.

Best for: Fits when an individual or small group needs reliable daily planning with calendar sync.

#8

Routine

SMB

Personal productivity workspace combining tasks, notes, and calendar in a single interface.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

Status-aware routine execution that turns recurring plans into calendar-ready work items.

Routine is a productivity manager focused on recurring execution, time-blocking, and task-to-calendar clarity. Core workflows center on building a repeatable daily and weekly plan, syncing work into calendars, and handling status-driven follow-ups.

Pros
  • +Recurring task rules reduce re-planning for daily and weekly work
  • +Calendar sync keeps scheduled tasks aligned with execution
  • +View filters support weekly review and focus block planning
  • +Automation covers status changes with follow-up actions
Cons
  • –Advanced project tracking needs add-on task structure elsewhere
  • –Cross-tool automation can require careful mapping of statuses
  • –Reporting depth is limited compared with dedicated project trackers
  • –Team governance controls are less extensive than enterprise planning suites
Use scenarios
  • People using structured weekly review routines

    Review tasks and recurring commitments weekly

    Clear week outlook

  • Freelancers and professionals with daily deliverables

    Pair completion status with daily calendar plans

    Single status-aware plan

Show 2 more scenarios
  • People structuring priority work

    Assign tasks to calendar blocks

    Calendar-based priority view

    Place tasks into specific calendar blocks so intended execution times are visible during the day.

  • Small teams coordinating repeatable work

    Plan recurring team routines with shared updates

    More consistent recurring plans

    Use repeated task patterns and shared updates to keep routine plans consistent and status visible.

Best for: Fits when teams need repeatable schedules with calendar synchronization and rule-based follow-ups.

#9

TickTick

SMB

Task manager with built-in Pomodoro timer, calendar, habit tracker, and cross-platform sync.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Time-block scheduler combined with Pomodoro focus mode inside the task timeline flow.

TickTick organizes tasks into lists, Kanban boards, and calendar views with recurring task rules and status-based workflows. The tool adds time-block scheduling with a built-in focus mode and a Pomodoro timer, plus habit tracking for streak-based routines.

Pros
  • +Kanban, list, and calendar views keep the same task data in sync
  • +Recurring rules handle repeated tasks without manual re-entry
  • +Focus mode and Pomodoro timer support distraction-reduced work sessions
  • +Habit tracker and weekly review templates support recurring self-management
Cons
  • –Advanced team reporting and project governance are limited versus team-first suites
  • –API coverage varies by object type, so not every workflow is automatable
  • –Calendar and integration sync can require manual reconciliation after edits
Use scenarios
  • Individuals and solo operators

    Capture tasks and schedule them for the day

    Focused set of next actions

  • Writers and researchers

    Link markdown notes to tasks

    Task context stays available

Show 2 more scenarios
  • Freelancers and client-facing professionals

    Create dated follow-ups from interactions

    Fewer missed follow-ups

    Turn calls, messages, and project notes into dated next actions and recurring follow-ups to track client work.

  • Small teams and informal workgroups

    Coordinate shared tasks without heavy project setup

    Shared visibility into tasks

    Use shared lists, subtasks, checklists, and due dates to coordinate work with simple task visibility.

Best for: Fits when individuals or small groups need a single task system with time-block focus tools and lightweight automation.

#10

Motion

SMB

AI-powered scheduler that auto-assigns tasks to calendar time slots based on priority and deadlines.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Automatic time-block scheduling that continuously replans based on calendar constraints and task inputs.

Motion schedules focus and meeting time by generating an optimized calendar plan from availability and task inputs. It combines a task-to-calendar workflow with recurring planning patterns, so daily execution can be driven directly from scheduled blocks.

Pros
  • +Calendar-first planning reduces context-switch overhead during the workday
  • +Recurring scheduling patterns make repeated workflows less manual
  • +External calendar sync keeps execution and planning in the same timeline
  • +Task inputs translate into time-blocks without spreadsheet-style planning
Cons
  • –Deep project reporting is thinner than dedicated project portfolio tools
  • –Automation and rule behavior can require careful setup to match team norms
  • –Dependency-heavy planning still needs external task systems for full modeling
  • –Board-style work tracking is limited compared with Kanban-native tools
Use scenarios
  • Individuals and knowledge workers

    Review weekly priorities before scheduling

    Repeatable planning loop

  • Managers and client-facing coordinators

    Coordinate meeting times and recurring sessions

    Less scheduling back-and-forth

Show 2 more scenarios
  • Students and independent professionals

    Schedule study plans and recurring routines

    Recurring activities stay visible

    Set repeated work, study sessions, and habits so recurring activities stay visible with less manual scheduling.

  • Freelancers and individual project owners

    Plan milestones and tasks around available time

    Next actions stay connected

    Organize milestones, notes, attachments, and due dates so daily execution stays tied to the schedule.

Best for: Fits when planning time-blocks from tasks matters more than running complex project dashboards.

Conclusion

After evaluating 10 productivity manager software, ClickUp stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
ClickUp

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Productivity Manager Software

How do task-centric tools like Todoist handle recurrence without breaking weekly planning?
Todoist uses recurring tasks and natural-language due dates to keep repeatable work inside one task model. Filters and labels drive saved views, so recurring items stay visible across daily and weekly execution instead of requiring separate project logic.
When does ClickUp outperform a Kanban-only workflow for teams that need planning views and reporting in one place?
ClickUp fits when teams switch between Kanban boards, Gantt timelines, and sprint-style backlogs using the same underlying tasks. Its automation rules update owners, statuses, and fields from task events, and its project dashboards roll up progress without manual status collection.
Which tool is better for time-block execution planning built around a weekly review cycle?
Sunsama ties tasks to a daily schedule and uses the weekly review structure to shape the next day plan. Motion also generates scheduled blocks automatically, but Sunsama centers the workflow around the day plan canvas tied to review inputs.
How do tools like Asana and Monday.com support integrations for custom workflows beyond native connectors?
Asana provides a REST API and webhook-based event triggers so systems can sync tasks and react to task changes. Monday.com also supports automation rules tied to board events, but Asana’s combination of API plus webhooks is the more direct path for custom task synchronization logic.
What security controls should be checked when a workspace requires SSO and governance for multiple teams?
Asana includes administration features with role controls, audit reporting, and SSO governance for shared workspaces. Teams that need stronger provisioning patterns should evaluate whether SCIM or SSO enforcement is available beyond basic authentication.
How does data migration usually work for task systems when moving from CSV exports to a new productivity manager?
Todoist and Things commonly support file-based import paths, which reduce the need for complex transformation steps. ClickUp and Asana are often used when existing task data needs structured mapping into tasks, fields, and statuses across multiple planning views.
What breaks when automation rules update statuses across projects without a clear workflow contract?
ClickUp can propagate status-driven changes across projects through event triggers, which can cause unintended routing if field expectations differ by project. Monday.com automation also moves items across statuses, but inconsistent board configurations can produce mismatched assumptions about dependencies and due dates.
Where does offline-first behavior change the day-to-day experience compared with always-online editors?
TickTick supports offline-first behavior for local edits and syncs across devices afterward. Tools like Asana and ClickUp typically rely on server-mediated workflow updates, so offline changes depend on the client’s sync cadence rather than local-first edits.
Which setup is more suitable for teams that want calendar-driven planning with two-way updates and webhooks for automation?
Akiflow and Motion focus on calendar scheduling and then propagate timing and status decisions back into connected systems. Akiflow emphasizes two-way calendar synchronization and automation via integrations and webhooks, while Motion continuously replans based on calendar constraints and task inputs.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Productivity Manager Software

In productivity manager software, options mainly separate by how they handle workflow control and data continuity after the first setup: criterion like automation and API surface, data model and exports, and audit visibility decide whether the tool keeps up as your plans change. We look for configuration depth and tracking transparency so you can measure what actually happened, not just what you intended.

Automation and API surface coverage

Why it matters

Automation and API surface coverage matters because your productivity system will only stay consistent if routine actions can be triggered and updated without manual copying. If automation is shallow, your process fractures when you switch tasks, dates, or lists.

How to check

On a demo, ask for one workflow that updates multiple objects at once (for example, when a due date changes). Then ask what automation paths exist besides clicking, and whether the same workflow can be reproduced through API-based actions or supported integrations.

Task and project data model exports

Why it matters

Task and project data model exports matter because you need to move or reconstruct your productivity history without losing structure. If the data model is tightly coupled to the interface, future migration and reporting become guesswork.

How to check

Export a small sample (one project with sub-items and one status change). Check that exported fields preserve meaningful structure (who/what/when/status) and that you can re-import to recreate the same layout, at least in a practical test.

Configuration depth and templates

Why it matters

Configuration depth and templates matter because productivity plans differ: solo work vs teams, daily routines vs planning cycles. Good templates reduce drift by enforcing the same naming, fields, and transitions across new items.

How to check

Request a template for a simple personal workflow and a second one for a small team workflow. Confirm whether you can configure fields, views, and status transitions without hidden limitations, and whether the template produces consistent items for new projects.

Audit visibility for changes

Why it matters

Audit visibility for changes matters when you need to understand why a plan changed or who modified key items. Without an audit trail, productivity reports become “according to the UI” rather than evidence of activity.

How to check

Perform a controlled change in a demo: move an item to a new status and edit a key field. Then look for an audit-style log showing what changed, who changed it, and when.

Import continuity for existing work

Why it matters

Import continuity matters because productivity managers are rarely adopted from a blank slate. If importing breaks structure or collapses history, you’ll spend your first weeks cleaning data instead of using the system.

How to check

Ask the demo to import a realistic sample from a prior workflow export. Verify whether statuses, due dates, and any structured relationships keep their meaning, and whether duplicates are handled predictably.

Red flags

  • Automation feels like one-off rules with no reliable multi-step behavior
  • Exports lose structure so the history can’t be reconstructed
  • Audit trails don’t show who changed what and when

Fit by situation

  • If you plan to automate recurring updates across tasks and projects, prioritize Automation and API surface coverage.
  • If you expect to switch tools or need portable productivity history, prioritize Task and project data model exports.
  • If you adopt from an existing workflow with existing due dates and statuses, prioritize Import continuity for existing work.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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