Commissioned Research
Top 10 Best Sport Team Management Software of 2026

GITNUXSOFTWARE REVIEW

Sports & Recreation

Top 10 Best Sport Team Management Software of 2026

Editorial roundup comparing sport team management software options for managing rosters, schedules, and communication, including key tradeoffs teams review.

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

Agents extract product evidence with provenance, then collect written reviews and transcribe 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 our reviews. Editorial policy

Sport team management software matters because it turns rosters, schedules, messaging, and dues workflows into a shared operational data model that coaches and admins can run weekly without spreadsheet drift. This comparison helps evaluators weigh integration and automation depth against club-size fit, including how systems handle registration, attendance capture, and payment provisioning.

Spond is the best overall fit for clubs that want availability-driven coordination and team messaging in one place, because attendance lists update straight from member responses while keeping communication in the same workflow, whereas TeamUp is a strong alternative for coaches and admins who run schedule-first signups since its event-based availability ties roster participation to each practice or game entry.

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

Spond

Availability tracking drives attendance lists for training and games directly from member responses.

Best for: Fits when clubs need reliable availability-driven coordination and team messaging across practices and matches.

2

TeamUp

Editor pick

TeamUp’s event-driven availability and signup flow keeps roster participation tied to each practice or game calendar entry.

Best for: Fits when coaches and team admins need schedule-driven coordination with reliable attendance, roster visibility, and team messaging.

3

SportsEngine

Editor pick

Participant-facing portals tied to schedules and roster status reduce missed updates for families and staff.

Best for: Fits when clubs need registration, rosters, scheduling, and communication with API-based integrations.

Comparison Table

1
SpondBest overall
SMB
9.0/10
Overall
2
8.7/10
Overall
3
8.6/10
Overall
4
8.4/10
Overall
5
8.2/10
Overall
6
7.7/10
Overall
7
7.6/10
Overall
8
7.1/10
Overall
9
6.8/10
Overall
10
SMB
6.5/10
Overall
#1

Spond

SMB

Sports team management app for scheduling, communication, and payments.

9.0/10
Overall
Features9.0/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Availability tracking drives attendance lists for training and games directly from member responses.

Spond is a team management system that centers on team communication plus day-to-day coordination around training and matches. It supports availability tracking so coaches can generate participation-aware plans without spreadsheets or repeated manual reach-outs.

Scheduling, attendance lists, and member messaging connect in a workflow that reduces last-minute confirmations. Admin controls cover team roles and participation visibility for club or league organizers managing multiple teams.

Pros
  • +Availability tracking ties directly into who attends training and games
  • +Team communication and participation live in the same workflow
  • +Role-based access helps control what coaches, admins, and members can view
  • +Scheduling and attendance reduce the need for off-platform reminders
Cons
  • –Advanced tournament workflows like bracket generation need external tooling
  • –Some workflows require discipline to keep participation statuses current
  • –Integration depth with league systems depends on available exports and automation
  • –Stat keeping and live scoring coverage is limited compared to sports-specific score systems
Use scenarios
  • Club administrators and volunteers

    Coordinate squads with shared member structures

    More consistent club coordination

  • Team treasurers and organizers

    Request and track team-related payments

    Payments stay context-linked

Show 2 more scenarios
  • Youth team parents and players

    Receive updates in team message threads

    Families avoid separate tools

    Share reminders and availability requests through team-specific conversations connected to events.

  • League coordinators and staff

    Run recurring season events and changes

    Scheduling clarity for families

    Create recurring schedules and push schedule updates so participants see consistent calendars.

Best for: Fits when clubs need reliable availability-driven coordination and team messaging across practices and matches.

#2

TeamUp

SMB

Sports facility and class management software handling bookings, registrations, and scheduling.

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

TeamUp’s event-driven availability and signup flow keeps roster participation tied to each practice or game calendar entry.

TeamUp is a sport team management system used for organizing teams, practices, and games with structured schedules. It centers on group calendars, attendance and availability workflows, and a roster flow that links athletes to sessions.

Communication tools connect coaches, parents, and athletes to events so updates travel with the schedule. TeamUp also supports facility and volunteer style coordination so admins can manage operational details alongside the season plan.

Pros
  • +Calendar-first scheduling keeps practices and games in one operational timeline
  • +Attendance and signups reduce manual follow-ups after schedule changes
  • +Roster and team pages keep athlete and parent visibility aligned to events
  • +Built-in message threads tie announcements to specific team activity
Cons
  • –Advanced tournament workflows like bracket automation are not its core focus
  • –Many admin changes require careful coordination to avoid availability drift
  • –Reporting depth for detailed stats and standings is limited versus stats-centric tools
  • –Complex eligibility checks need external processes rather than built-in enforcement
Use scenarios
  • Sports operations teams

    Share calendars across multiple departments

    Fewer scheduling conflicts

  • Sports club administrators

    Manage recurring programs and attendance

    More connected memberships

Show 2 more scenarios
  • Fitness studio managers

    Run recurring classes with registrations

    Single class management workflow

    Studios schedule recurring classes, assign instructors, set capacity, and manage registrations in one workflow.

  • Martial arts program owners

    Organize students, classes, and records

    Clear participation records

    Schools manage student accounts, recurring classes, attendance, rank records, and family access for clarity.

Best for: Fits when coaches and team admins need schedule-driven coordination with reliable attendance, roster visibility, and team messaging.

#3

SportsEngine

SMB

Sports league and team management software offering registration, websites, and background checks.

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

Participant-facing portals tied to schedules and roster status reduce missed updates for families and staff.

SportsEngine covers club and league workflows that include registration intake, roster creation, and ongoing eligibility visibility for coaches and administrators. Scheduling supports creating and managing practices and games, plus distributing details to participant-facing portals for attendance and updates. Volunteer coordination features help manage non-athlete roles that support operations like events and coverage.

The main tradeoff is that deeper customization of workflows requires deliberate configuration choices and clear governance between admins, coaches, and volunteers. SportsEngine fits organizations that need consistent roster and registration workflows across multiple teams, and families need reliable communication tied to events.

Pros
  • +Registration to roster workflows keep athlete participation consistent
  • +Scheduling updates propagate to parent-facing and team-facing portals
  • +Volunteer role tracking supports event coverage coordination
  • +API supports syncing rosters, availability, and participation into other systems
Cons
  • –Workflow depth can require admin governance across leagues and teams
  • –Some advanced tournament and seeding workflows depend on specific configuration paths
  • –Custom reporting beyond standard views requires integration work
  • –Permission setup for multiple staff roles takes careful planning
Use scenarios
  • Club operations teams

    Run multi-team season registration and rosters

    Fewer manual roster corrections

  • League administrators

    Coordinate schedules across divisions

    Lower schedule-change confusion

Show 2 more scenarios
  • Coaching staff

    Manage availability and lineup preparation

    Clearer attendance planning

    Coaches use participation status and schedule visibility to coordinate practices and game readiness.

  • Volunteer coordinator teams

    Assign roles for events and coverage

    More reliable event staffing

    Admins track volunteer needs and assignments to support coverage for practices and games.

Best for: Fits when clubs need registration, rosters, scheduling, and communication with API-based integrations.

#4

TeamSnap

SMB

Youth and amateur sports team management platform for scheduling, rosters, and payments.

8.4/10
Overall
Features8.4/10
Ease of Use8.3/10
Value8.5/10
Standout feature

Team pages combine roster, event schedules, and attendance in one operational workflow for coaches and families.

TeamSnap organizes day-to-day team operations around roster management, event schedules, and parent or athlete-facing updates. Attendance and availability reduce manual follow-ups when coaches need to confirm who can attend practice or games. Messaging and shared team content keep communication tied to the schedule instead of separate channels. Governance depends on how the club or league configures team roles and onboarding for each season.

Pros
  • +Schedule, roster, and communication stay linked for each team
  • +Attendance and availability workflows reduce coach follow-up work
  • +Role-based access supports parent and coach interaction without manual sharing
  • +Season setup supports consistent repeat operations across teams
Cons
  • –Tournament bracket generation and playoff seeding are limited versus bracket-first tools
  • –Advanced stat keeping and play-by-play workflows are not a primary emphasis
  • –Custom governance and approvals require disciplined configuration choices
  • –Integration depth for specialized sports ops can be uneven by workflow
Use scenarios
  • Youth sports club admins

    Coordinate many teams per season

    Fewer manual schedule updates

  • Coaches

    Run weekly practice attendance

    Cleaner availability decisions

Show 2 more scenarios
  • Team managers

    Manage parent communications

    Less parent back-and-forth

    Managers send team messages tied to the schedule and collect operational responses in one place.

  • League operators

    Support club rosters across teams

    Faster season operations

    League staff oversee multiple teams’ operational coordination without building custom workflows.

Best for: Fits when clubs need roster and schedule ops with parent communication, and keep tournaments in separate systems.

#5

Pitchero

SMB

Club website and team management platform for sports organizations.

8.2/10
Overall
Features8.2/10
Ease of Use8.1/10
Value8.3/10
Standout feature

Public-facing team pages connect fixtures, results, and squad information to the same club administration flow.

Pitchero fits sport clubs that need a shared website plus day-to-day team administration in one place. It covers team and player pages, fixtures and results publishing, attendance and communications workflows, and a parent-facing portal for match updates.

Pros
  • +Team websites, fixtures, results, and squad pages stay tied together
  • +Role-based posting helps coaches and managers publish updates without site-wide access
  • +Attendance capture and match communications reduce duplicate messaging
  • +Club structure supports multi-team organizations with shared governance
Cons
  • –Advanced tournament automation like bracket generation needs external tooling
  • –Complex statkeeping and box score depth is limited for data-heavy analysts
  • –API and automation options are not as extensive as schedule-first platforms
  • –Eligibility workflows and waiver management require manual handling for many clubs
Use scenarios
  • Coaches and team managers

    Maintain rosters, roles, and team pages

    Shared roster view

  • Club administrators

    Publish club and match-day updates

    Less duplicate publishing

Show 2 more scenarios
  • Grassroots league organizers

    Run league pages and schedules

    Unified league operations

    League staff manage registrations, fixtures, results, standings, and member communications in one workflow.

  • Season and fixtures coordinators

    Plan recurring seasons and calendars

    Easier fixture sharing

    Administrators set up seasonal structures and fixture calendars shared with participating teams.

Best for: Fits when community clubs want public match publishing and internal team admin in one workflow.

#6

Team App

SMB

Sports team communication and management app for scheduling and messaging.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Instant, permissioned team feeds that combine roster context, availability requests, and event updates.

Team App is a team communication and operations workspace that centers on team pages, announcements, and role-based access for squads and clubs. It supports roster-focused messaging around practices, games, and availability so teams can reduce back-and-forth across parents, athletes, and staff.

Pros
  • +Role-based spaces separate athlete, staff, and parent communication
  • +Availability checkins reduce missed practices and last-minute gaps
  • +Media-rich announcements keep schedules and updates in one feed
  • +Member directory supports fast lookups for rosters and contacts
Cons
  • –Advanced tournament logic like bracket generation is not a core workflow
  • –Deep eligibility enforcement and waiver workflows need external systems
  • –Custom automation and integration depth are limited for complex clubs
  • –Large statkeeping and live score publishing are not the primary focus
Use scenarios
  • Youth coaches and team parents

    Share practice times and roster availability

    Families see clear team information

  • Club administrators overseeing multiple squads

    Run role-based announcements across teams

    Centralized communication across squads

Show 2 more scenarios
  • Club committees and coaching staff

    Distribute documents for operational handoffs

    Relevant documents stay available

    Teams keep governance files and preparation materials in member-accessible spaces.

  • Registrars and season organizers

    Align registrations with team rosters

    Cleaner participant lists for seasons

    Organizers collect participant signups and match them to roster-linked team information.

Best for: Fits when clubs need reliable team communication and availability tracking without building custom scheduling workflows.

#7

TeamStats

SMB

Sports team management app for statistics, scheduling, and communication.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Match-centric stat keeping tied to the scheduled game workflow for consistent reporting.

TeamStats organizes team activity into schedules for matches and practices and pairs those schedules with stat capture for game reporting. It also provides team communication so updates and roster-related changes can reach athletes and parents through the same team area. Integration coverage is narrower than enterprise sports platforms, with limited emphasis on governing body compliance workflows.

Pros
  • +Schedule and stat workflows stay connected during the season
  • +Team communication reduces parallel messaging across channels
  • +Usable team pages for athletes and parents without custom tooling
  • +Less setup than systems that require extensive league configuration
Cons
  • –Tournament bracket and standings logic is limited for complex formats
  • –Workflow automation for eligibility checks is not a first-class focus
  • –Deep integrations for background checks and medical records are limited
  • –Advanced multi-team admin governance controls feel minimal
Use scenarios
  • Youth club coaches

    Run weekly practices and games

    Fewer schedule coordination calls

  • Volunteer team managers

    Track lineup and results

    More predictable game-day admin

Show 2 more scenarios
  • Athlete families

    Follow team updates and fixtures

    Reduced missed information

    Uses the team area to view upcoming sessions and read post-game summaries.

  • School sports coordinators

    Maintain season reporting

    Faster end-of-season summaries

    Supports recurring seasonal schedules and stat history without heavy league setup.

Best for: Fits when single teams need schedules, communication, and game stats with low operational overhead.

#8

MonClubSportif

SMB

Sports team and association management software for scheduling, attendance, and communication.

7.1/10
Overall
Features7.1/10
Ease of Use7.2/10
Value7.0/10
Standout feature

Single hub for scheduling and attendance, keeping rosters and participation synchronized per team event.

MonClubSportif schedules practices and games, manages rosters, and centralizes club communications around team activity. The site is geared toward sports clubs that need day-to-day administration without stitching together multiple tools.

Pros
  • +Practice and game scheduling stays linked to team membership lists
  • +Team communication is organized by club activity instead of separate inboxes
  • +Coach-facing views simplify daily roster and attendance updates
  • +Availability tracking reduces manual follow-ups for event participation
Cons
  • –Tournament and bracket workflows are not a primary focus
  • –Referee assignment and official scheduling are limited compared with specialist tools
  • –Deep third-party integration and API extensibility are not evident for automation
  • –Advanced eligibility and compliance tracking needs external processes
Use scenarios
  • Club administrators and coaches

    Build teams using member and roster data

    Clearer team structure across seasons

  • Coaches and team managers

    Track availability and log participation

    Consistent records for each event

Show 2 more scenarios
  • Club staff and committee members

    Send updates with schedules and attendance

    Operational updates in shared workflows

    Staff share team and club communications tied to upcoming activities and participation information.

  • Season registration staff

    Create seasonal forms and collect details

    Less spreadsheet data entry

    Registration teams configure forms by season, age group, or division to capture participant information.

Best for: Fits when local clubs need roster, scheduling, and team coordination in one place.

#9

Teamer

SMB

Team communication and management tool for amateur sports organizations.

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

Event-linked communication and participation tracking tied to each practice and game calendar entry.

Teamer focuses on sport team operations with a season workflow that ties together roster management, practice scheduling, and game scheduling in one place. The core strength is its calendar-first execution with team communication around specific events, so attendance and coordination stay linked to each session.

Pros
  • +Calendar-driven practice and game planning keeps changes tied to attendance
  • +Team communication threads stay connected to individual events and rosters
  • +Availability tracking reduces last-minute messaging for coaching staff
  • +Role-based access supports separate coach, parent, and volunteer workflows
Cons
  • –Tournament bracket generation and advanced seeding workflows are limited
  • –Stat keeping and live scoring tools are not built for high-frequency updates
  • –Facility booking and resource constraints coverage is thin versus venue-first systems
  • –Custom workflow automation and API extensibility are limited for complex governance
Use scenarios
  • Multi-team club administrators

    Maintain schedules and messages across squads

    More consistent club-wide coordination

  • Coaches and team staff

    Select lineups from availability data

    More informed roster decisions

Show 2 more scenarios
  • Youth club administrators

    Run tryouts and assign season rosters

    Streamlined tryout-to-roster setup

    Teams connect participant evaluations to team placement and roster setup for the next season.

  • Coaches, families, volunteers

    Send updates for specific events

    Fewer disconnected messages

    Staff post practice, match, transport, and change notifications within the relevant squad or event context.

Best for: Fits when a club or school needs event-centered coordination across teams without heavy tournament and stat workflows.

#10

Heja

SMB

Sports team management app for communication, scheduling, and attendance.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

Schedule-first availability tracking that drives who attends practices and games from a single participation workflow.

Heja focuses on sport team operations with a fan-facing and parent-facing communication workflow paired with day-to-day team administration. It covers roster management, practice and game scheduling, and availability tracking so teams can coordinate without spreadsheet handoffs.

Pros
  • +Availability tracking links directly to practice and game attendance decisions
  • +Team messaging keeps parents and athletes synced around schedule changes
  • +Volunteer and staff coordination fits club and youth league workflows
  • +Schedule publishing reduces manual posting across team contacts
Cons
  • –Stat keeping and live scoring depth is limited compared with dedicated stat platforms
  • –Complex tournament workflows require careful setup and repeatable conventions
  • –Deep eligibility and waiver workflows depend on external processes for many leagues
  • –Bulk roster and import tooling is not as flexible as spreadsheet-first systems
Use scenarios
  • Youth team coaches and admins

    Publish practices and manage availability changes

    Fewer manual schedule coordination messages

  • Youth leagues and club administrators

    Organize fixtures across teams and divisions

    More consistent season setup

Show 2 more scenarios
  • Coaches, parents, and players

    Send targeted updates by team or event

    More relevant family communications

    Announcements and discussions can be scoped to specific teams, roles, roster groups, or events.

  • Team managers and club staff

    Record attendance for practices and games

    Faster visibility into attendance

    Coaches log participation against rostered activities to show who attended each session.

Best for: Fits when youth clubs need attendance-driven scheduling and family communication in one workflow.

Conclusion

After evaluating 10 sport team management software, Spond 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
Spond

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 Sport Team Management Software

How do SportsEngine and Teamer handle practice and game scheduling workflows for clubs with multiple teams?
SportsEngine runs practice and game scheduling as part of season registration and roster workflows, then ties updates to parent and athlete portals. Teamer executes scheduling calendar-first and links team communication to each specific practice or game entry, which keeps attendance coordination attached to the same event record.
What integration paths are used for roster and participation sync in SportsEngine compared with TeamSnap?
SportsEngine offers an API-based path for syncing participation and roster data into other systems. TeamSnap also supports integration for roster and schedule ops, but it is more often used as a single operational hub while tournaments and external stat workflows stay in separate systems.
Which tools provide role-based access for coaches, parents, and volunteers, and how does that affect daily administration?
TeamSnap includes role-based access for common team roles so coaches, players, and parents see the right controls for schedules and team pages. Teamer uses team roles with event permissions, so participation visibility and message posting depend on the role tied to each calendar event.
When does availability tracking feed into scheduling or attendance lists, and which tools make that coupling explicit?
Spond drives attendance lists from member availability responses, so training and match attendance reflect the latest replies. Heja also treats schedule-first availability as the source for who attends practices and games, which reduces manual confirmations compared with workflows that log availability after schedules are published.
Where does TeamStats fall short if a club needs deep league operations like standings, seeding, and bracket publishing?
TeamStats focuses on match and practice scheduling plus structured stat keeping tied to recurring team activity rather than deep league accounting. Clubs that need standings calculation, playoff bracketing, and league-grade workflows often pair TeamStats-style stat keeping with separate league management tools.
What breaks if roster changes are made after schedules are published, and which systems keep stakeholders aligned better?
If roster updates happen outside the schedule record, message recipients can miss context for the specific practice or game. Teamer keeps roster availability and event participation tracking linked to each calendar entry, while Pitchero connects public fixtures, results, and squad information to its club administration flow.
How do parent and athlete portals differ between SportsEngine and Pitchero for match updates?
SportsEngine connects schedules and roster status to parent and athlete portals tied to participation. Pitchero provides a parent-facing portal for match updates and combines fixtures and results publishing with internal administration so families see the public feed alongside squad pages.
Which tool is better suited for daily volunteer and staff coordination when communications must attach to specific sessions?
Teamer attaches communication and participation changes to each practice or game calendar entry, which helps staff coordinate around that event’s roster and attendance. MonClubSportif centralizes club communications around team activity and uses operational views for coaches and administrators, which works when coordination is primarily within the club’s scheduling and participation log.
What data migration tasks typically come up when moving roster and attendance history into these platforms?
Most clubs need a roster data model cleanup that maps player identifiers, roster lock status, and event participation logs into the new system’s roster and membership structure. SportsEngine and MonClubSportif usually require transferring member records and aligning prior schedules to ensure practice attendance and availability tracking match the target event timeline.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Sport Team Management Software

We see the biggest separation between sport team management software options in how they handle schedule correctness, roster lifecycle, and the day-to-day work around participation records. Before you judge the UI, compare how well each product keeps those three streams consistent as you make changes.

Schedule change history and conflict checks

Why it matters

Schedule change history and conflict checks determine whether your team can recover after late updates. If the schedule can be edited without breaking other dates, the rest of the system stays trustworthy.

How to check

In a demo, change a game date and then check whether the tool records what changed and why. Add a second event that overlaps and verify whether it warns you about conflicts for shared participants and resources.

Roster lifecycle and eligibility controls

Why it matters

Roster lifecycle and eligibility controls matter because participation rules change over a season. When the roster can be updated without leaving stale eligibility, coaches avoid mistakes and parents see consistent info.

How to check

Try moving a player between statuses (for example, active to inactive) and confirm what the system does to upcoming participation items. Ask the demo team to show how eligibility constraints are displayed and how changes propagate.

Participation tracking for attendance and playing time

Why it matters

Participation tracking for attendance and playing time is where many teams lose time at the end of games. If it’s hard to enter or easy to misreport, you’ll spend hours reconciling records later.

How to check

During the demo, enter attendance for one practice and one game, then enter playing time for a small lineup. Check whether reports reflect those entries consistently and whether edits after submission are auditable.

Stats workflows and season reports

Why it matters

Stats workflows and season reports show whether the tool matches how your coaches record results. Better stat capture typically leads to cleaner summaries for leaders and selectors.

How to check

Choose a sport and run a sample stats session: create a game, record a few stat events, and generate a season summary. Verify the reports are configurable enough for your staff’s categories without custom spreadsheets.

Team communication tied to events and roles

Why it matters

Team communication tied to events reduces message chaos when schedules move. When messages attach to specific dates and roles, you get fewer missed updates and fewer duplicated threads.

How to check

Send a message related to a practice, then change the practice time and resend or update the message. Confirm who receives updates based on role and event association, and whether delivery history is visible.

Data export, templates, and migration support

Why it matters

Data export, templates, and migration support decide how painful it is to switch later. Teams often need player lists, schedules, and participation history to move into spreadsheets or archives.

How to check

In the demo, export schedules and a sample season’s participation/stat reports. Ask whether exports include unique identifiers per player and whether you can import a roster file cleanly without manual rework.

Red flags

  • Edits to events don’t produce an understandable change history
  • Roster status changes don’t clearly affect upcoming participation
  • Participation or stats edits after the fact rewrite history silently

Fit by situation

  • If you regularly move games late in the week, prioritize schedule change history and conflict checks.
  • If coaches handle rosters in waves during the season, prioritize roster lifecycle and eligibility controls.
  • If you need clean records for end-of-season review, prioritize participation tracking for attendance and playing time.
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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