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Top 9 Best Bracketing Software of 2026

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Top 9 Best Bracketing Software of 2026

Top 10 ranking of bracketing software with comparison notes and tradeoffs for tournament organizers, featuring Battlefy, start.gg, and Toornament.

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

Gitnux editors write the brief first: the topic, the inclusion rules, and the frame for what belongs.

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 rankings. Editorial policy

Bracket software tools matter because they convert registration and results feeds into reliable competition structures, including seeding rules, bracket progression, and update workflows. This ranked list targets operators and technical evaluators who must compare configuration options, automation paths, and integration readiness using evidence-based testing across common event models.

Battlefy is the best pick if you’re running esports brackets and want consistent progression plus shared match status for event play, whereas Toornament fits teams that need bracket publishing and tracking with low operational overhead through an API-first setup.

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

Battlefy

Result submission drives automatic bracket advancement with match state tracking across rounds.

Best for: Fits when organizers need consistent bracket progression and shared match status for event play.

2

start.gg

Editor pick

Match reporting drives automatic bracket advancement with spectator-facing embedded bracket pages.

Best for: Fits when esports-style events need bracket state, match results, and spectator updates in one workflow.

3

Toornament

Editor pick

Event-branded bracket publishing tied directly to match result validation and advancement steps.

Best for: Fits when event teams need bracket publishing and progression tracking with low operational overhead.

Comparison Table

1
BattlefyBest overall
vertical specialist
9.2/10
Overall
2
vertical specialist
8.8/10
Overall
3
API-first
8.5/10
Overall
4
8.2/10
Overall
5
vertical specialist
7.8/10
Overall
6
7.6/10
Overall
7
7.2/10
Overall
8
enterprise
6.9/10
Overall
9
vertical specialist
6.6/10
Overall
#1

Battlefy

vertical specialist

Esports tournament software for brackets, registration, match reporting, and competitions.

9.2/10
Overall
Features9.1/10
Ease of Use9.3/10
Value9.1/10
Standout feature

Result submission drives automatic bracket advancement with match state tracking across rounds.

Battlefy’s core workflow is bracket generation tied to an event space where teams or individuals join, get organized, and play through scheduled matches. Bracket updates depend on match outcomes, so advancing logic is driven by result submission rather than manual relinking. Bracket visualization is a central surface for participants, while organizer controls handle match states and progression between rounds.

A key tradeoff is that complex formats beyond common elimination flows can require more manual coordination than tools built for Swiss or round-robin scheduling. Battlefy fits situations where an organizer team wants consistent match progression and clean public tracking, like local leagues or internal esports-style events with predictable rounds.

Pros
  • +Match-driven progression keeps brackets current as results are entered
  • +Bracket visualization gives participants a single shared view of status
  • +Organizer controls manage participant lists and match states within the event
  • +Exports and structured reporting make event documentation easier
Cons
  • –Less suited to Swiss-style formats that require ongoing pairing logic
  • –Advanced seeding and tie-break handling can demand careful setup discipline
  • –Bracket editing for mid-event changes can be more manual than automation-first tools
Use scenarios
  • Community esports admins

    Run single elimination ladders

    Progression stays synchronized round-to-round

  • Tournament organizers

    Track standings for multi-match events

    Fewer errors in manual tallying

Show 1 more scenario
  • Internal competition coordinators

    Coordinate teams with seeded draw

    Reduced chaos in early scheduling

    Teams join an event space and are placed into initial positions for early rounds.

Best for: Fits when organizers need consistent bracket progression and shared match status for event play.

#2

start.gg

vertical specialist

Event management software for esports tournaments, brackets, registration, and rankings.

8.8/10
Overall
Features8.9/10
Ease of Use9.0/10
Value8.6/10
Standout feature

Match reporting drives automatic bracket advancement with spectator-facing embedded bracket pages.

start.gg pairs bracket visualization with match entry and result validation, so bracket advancement follows reported outcomes rather than manual edits. Event organizers can manage participant lists, roster imports, and draw behavior using seeding or random draw, which reduces admin work during busy match days. Public-facing bracket pages support spectator use with mobile-responsive rendering and an embeddable widget for event sites.

A tradeoff appears when a tournament format needs deep custom scoring logic or nonstandard tie-break workflows, since start.gg is optimized around common bracket and match reporting flows rather than bespoke standings models. start.gg fits best when a tournament run needs consistent advancement, quick updates, and audience-readable bracket views during multiple rounds.

Pros
  • +Live match reporting updates bracket progression automatically
  • +Embeddable bracket views support spectator traffic across event pages
  • +Seeding and draw options reduce manual bracket rework
  • +Event workflow groups participants, matches, and results coherently
Cons
  • –Complex custom scoring and standings logic needs workaround planning
  • –Admin configuration becomes time-consuming for atypical formats
Use scenarios
  • community tournament admins

    Run multi-round bracket with live results

    Fewer manual bracket fixes

  • organizers of local leagues

    Seed entrants and manage draws

    Cleaner bracket generation

Show 1 more scenario
  • event marketing teams

    Embed live brackets on event pages

    More real-time audience visibility

    Publish embeddable bracket views that stay readable on mobile during match days.

Best for: Fits when esports-style events need bracket state, match results, and spectator updates in one workflow.

#3

Toornament

API-first

Tournament management infrastructure with brackets, APIs, registration, and competition data.

8.5/10
Overall
Features8.7/10
Ease of Use8.2/10
Value8.6/10
Standout feature

Event-branded bracket publishing tied directly to match result validation and advancement steps.

Toornament handles common tournament bracket generation needs such as single-elimination and double-elimination workflows, with automatic advancement after each match result is recorded. Bracket visualization stays consistent across the event lifecycle, with live score entry feeding result validation and downstream progression. Organizer controls cover participant registration, roster import workflows, and manual bracket adjustments when seeding or substitutions require it.

A practical tradeoff is that bracket publishing and live updates depend on correct match result entry, which adds operational burden during fast-moving competitions. Toornament fits best when organizers need event-branded bracket pages and reliable progression tracking without building a custom scheduling layer.

Pros
  • +Public bracket pages integrate match progression with live result entry
  • +Automatic advancement reduces manual moves between bracket rounds
  • +Seeded and random draw options simplify participant placement
  • +Event-centered admin flow keeps roster and bracket edits in one place
Cons
  • –Fast updates require disciplined match result entry workflow
  • –Export and import paths can require manual cleanup for edge cases
Use scenarios
  • Community tournament organizers

    Run single-elimination events with updates

    Fewer manual bracket corrections

  • League coordinators

    Manage double-elimination with seeding

    Consistent bracket integrity

Show 1 more scenario
  • Sports ops admins

    Import rosters and adjust later

    Shorter correction cycles

    Roster import plus manual bracket adjustments supports last-minute substitutions and seeding edits.

Best for: Fits when event teams need bracket publishing and progression tracking with low operational overhead.

#4

Challonge

SMB

Tournament management software for brackets, registration, seeding, and live results.

8.2/10
Overall
Features8.2/10
Ease of Use7.9/10
Value8.4/10
Standout feature

Embeddable bracket pages combined with an API for programmatic match updates.

Challonge generates and manages tournament brackets with quick bracket creation and ongoing match updates.

Pros
  • +API covers bracket and match CRUD for automation workflows
  • +CSV import speeds participant and result data entry
  • +Embedded bracket pages make sharing schedules straightforward
  • +Seeded and random draws reduce manual setup time
Cons
  • –Limited governance controls compared with team-workflow tools
  • –Bracket types beyond single and double elimination require more manual handling

Best for: Fits when community events need fast bracket setup, embedded results, and API-driven match updates.

#5

Smoothcomp

vertical specialist

Competition management software for martial arts, combat sports, and other events.

7.8/10
Overall
Features8.0/10
Ease of Use7.9/10
Value7.6/10
Standout feature

Automatic advancement tied to validated match results, so bracket progression updates from scoring with fewer manual changes.

Smoothcomp runs tournament bracket generation from event setup through match scoring and advancement updates. It supports seeded and random draws, bracket visualization, and result validation workflows that reduce manual bracket maintenance.

Pros
  • +Seeded and random draw workflows for controlled bracket placement
  • +Automatic advancement with bye management reduces manual edits
  • +CSV import for participant lists and team rosters speeds setup
  • +Consistent bracket visualization and result validation flows
Cons
  • –Less flexible for custom consolation formats than manual bracket editing
  • –API integration depth varies by event object coverage and actions
  • –Live scoring workflows can feel rigid for multi-venue events
  • –Advanced governance like fine-grained RBAC needs careful role design

Best for: Fits when tournament organizers need automated bracket updates, validated results, and structured scoring workflows.

#6

Tournify

SMB

Tournament planning software for schedules, brackets, teams, standings, and live updates.

7.6/10
Overall
Features7.7/10
Ease of Use7.6/10
Value7.4/10
Standout feature

Live score entry connected to automatic advancement updates the bracket progression without re-editing matches.

Tournify is a bracket generation and match scheduling tool used by organizations that need brackets to reflect participant registration and results updates across rounds. It supports common bracket formats, including seeded draws and automatic advancement, plus bracket visualization with live score entry.

Pros
  • +Automatic advancement reduces manual work between rounds
  • +Bracket visualization keeps the draw and match list in sync
  • +Participant import supports fast tournament setup
  • +Embeddable bracket pages fit venue and community workflows
Cons
  • –Advanced tie-break setup can require careful configuration choices
  • –API coverage for complex results and standings flows is limited

Best for: Fits when event staff need bracket updates driven by match results, plus an embeddable bracket view.

#7

Bracket HQ

SMB

Bracket creation software for single-elimination, double-elimination, and round-robin events.

7.2/10
Overall
Features6.9/10
Ease of Use7.4/10
Value7.5/10
Standout feature

Live match result handling that drives automatic progression and keeps round state aligned during the event.

Bracket HQ focuses on bracket generation and bracket visualization for sports and competition events, with tools built around seeded draws and ongoing result entry.

Pros
  • +Seeded draw workflow reduces manual fixing before bracket publication
  • +Automatic advancement keeps progression consistent across rounds
  • +Live score entry aligns match results with bracket advancement rules
  • +Bracket views are easy to share with participants and spectators
Cons
  • –Complex tournament formats need careful planning of rounds and match structure
  • –API access is not clearly positioned for high automation or custom provisioning
  • –Advanced tie-break configuration can be limiting for unusual rule sets
  • –Bulk roster updates are slower than typical spreadsheet-driven workflows

Best for: Fits when event staff need seeded bracket setup, live result entry, and consistent advancement without heavy customization.

#8

SportLoMo

enterprise

Sports management software covering registration, competition structures, scheduling, and results.

6.9/10
Overall
Features6.6/10
Ease of Use7.2/10
Value7.0/10
Standout feature

Result-linked bracket progression with organizer-friendly visualization for day-of match updates.

SportLoMo focuses on managing sports events with bracket generation that supports common tournament workflows like single-elimination structures. The system centers on team and participant management, then turns results into updated progress so organizers do not rebuild brackets manually.

Pros
  • +Bracket visualization ties matchup progression to reported match outcomes
  • +Team and participant setup supports roster-style imports for events
  • +Manual bracket adjustments are available when seeded draws need changes
  • +Event pages keep standings and results viewable during the bracket run
Cons
  • –API integration and extensibility are limited compared with automation-first tools
  • –Round-robin and Swiss-style scheduling coverage is not as comprehensive
  • –Live scoring depends on the bracket workflow rather than fully flexible custom states
  • –Governance controls for multi-organizer administration are less detailed than enterprise tools

Best for: Fits when sports organizers need predictable bracket handling with a lightweight event workflow and bracket visibility.

#9

TournamentSoftware

vertical specialist

Competition management software for racket sports draws, scheduling, results, and rankings.

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

Live match progression updates the published bracket view after each result entry without needing spreadsheet rework.

TournamentSoftware generates competition brackets and publishes them for participants through its bracket pages and match progression views. TournamentSoftware supports multiple competition formats, including single-elimination, double-elimination, and round-robin style scheduling, with automatic match advancement when results are entered.

Pros
  • +Bracket generation and advancement work end to end inside one event workflow
  • +Round-robin style match scheduling supports standings-style progression
  • +Event pages centralize participants, fixtures, and live score entry
  • +Bracket visualization stays aligned after result updates
Cons
  • –Public API surface and integration extensibility are limited for automation-heavy use
  • –Advanced governance controls like fine-grained RBAC and audit log are not clearly surfaced
  • –Seeding and bracket editing workflows can require manual intervention after initial setup
  • –Export and data interchange formats are narrower than spreadsheet-centric workflows

Best for: Fits when small event operators need fast bracket publishing with minimal system integration.

Conclusion

After evaluating 9 bracketing software, Battlefy 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
Battlefy

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

How to Choose the Right Bracketing Software

Bracketing software coordinates bracket generation, match scheduling, and live score entry so event staff can publish advancing matchups without spreadsheet rework. This guide covers Battlefy, start.gg, Toornament, Challonge, Smoothcomp, Tournify, Bracket HQ, SportLoMo, and TournamentSoftware based on how each tool handles match state and progression.

Battlefy ties result submission to automatic bracket advancement with shared match state tracking across rounds. start.gg adds embedded spectator-facing bracket pages that update as live match reporting progresses. Other tools in the list focus on event-branded publishing like Toornament or automation through programmatic updates like Challonge.

Bracketing Software that generates tournament brackets and advances rounds from match results

Bracketing software creates and manages tournament bracket structures for single-elimination, double-elimination, and formats that can include byes, seeded draws, and seeded or random placement workflows. The core workload usually includes bracket visualization, match result entry, and advancement so later rounds reflect completed matches.

Tools like Battlefy emphasize match-driven progression where entering results updates round state automatically. Challonge focuses on embeddable bracket pages combined with an API that supports programmatic bracket and match CRUD for automation workflows.

Bracket progression controls, automation coverage, and publication formats

The core feature set should tie match result entry to bracket advancement so round state updates without manual bracket edits. Battlefy, start.gg, and Smoothcomp all center automatic progression tied to live reporting or validated results so published outcomes remain aligned with match state.

The second priority is how the tool publishes bracket views to participants and spectators and how it supports automation through an API or imports. Challonge and start.gg emphasize embeddable bracket pages and embedded spectator updates, while Challonge adds an API plus CSV import to reduce manual setup work.

  • Result-driven automatic advancement with tracked match state

    Battlefy advances brackets automatically when match results are submitted and keeps round state consistent across rounds. Tournify connects live score entry to automatic advancement so staff avoid re-editing match outcomes.

  • Embeddable spectator views tied to live updates

    start.gg provides embedded bracket pages that update as live match reporting progresses for spectator traffic. Tournify also keeps bracket visualization synchronized with the draw and match list after score entry.

  • API and data import paths for programmatic match updates

    Challonge includes an API that supports programmatic bracket and match CRUD for automation workflows. Challonge also uses CSV import to accelerate participant and result data entry.

  • Seeding and draw workflows with bye management

    Smoothcomp supports seeded and random draw workflows and includes bye management to reduce manual edits. Bracket HQ uses a seeded draw workflow to reduce pre-publication fixes when staff handle seeded matchups.

  • Event-branded publishing tied to result validation

    Toornament links event-branded bracket publishing directly to match result validation and progression steps. Toornament also reduces manual moves between bracket rounds by automating advancement.

  • Live round state handling for consistent progression during events

    Bracket HQ focuses on live match result handling that drives automatic progression and keeps round state aligned during the event. TournamentSoftware similarly updates the published bracket view immediately after each result entry.

Choose by progression automation depth and your required publication and integration workflow

The first decision is whether bracket advancement is driven directly by match state changes from result entry. Battlefy, Smoothcomp, and Tournify all connect automatic advancement to validated or live-scored results, which reduces re-editing work and lowers the risk of inconsistent rounds.

The second decision is how the tool must be distributed and integrated. start.gg and Toornament focus on spectator-facing updates and event-branded publishing, while Challonge shifts effort to API-driven automation with CSV import, which matters when staff need programmatic match updates or pipeline integration.

  • Map event workflow to match-driven advancement

    If match results must automatically move teams into later rounds without manual bracket edits, prioritize Battlefy, Smoothcomp, or Tournify. If staff still need the bracket to update immediately after each result entry with minimal operational steps, compare TournamentSoftware and Bracket HQ for end-to-end event workflow handling.

  • Pick the publication model for participants and spectators

    If spectator traffic must see bracket progress embedded in other pages, prioritize start.gg or Challonge because both provide embeddable bracket pages. If organizers need event-branded publishing tied to validation and advancement with low overhead, prioritize Toornament.

  • Decide whether automation must be API-driven or handled inside the event UI

    If other systems will push or update bracket and match state, prioritize Challonge because it offers an API that covers bracket and match CRUD. If bracket operations stay within event staff workflows and rely on live score entry, prioritize Tournify or TournamentSoftware where progression updates happen inside the event workflow.

  • Confirm format fit for the formats that require ongoing pairing logic

    If Swiss-style formats with ongoing pairing logic are central, Battlefy is less suited per its fit notes, so use a tool that supports complex pairing workflows more directly. If formats stay closer to elimination with structured advancement, Smoothcomp and Bracket HQ fit the seeded draw and automatic advancement approach.

  • Stress test tie-break and custom scoring requirements

    If custom scoring and standings-style logic are part of the requirement, start.gg needs workaround planning when scoring and standings logic becomes complex. If tie-break setup must be precise for advancement correctness, validate Smoothcomp and Tournify against the tie-break rules staff intend to apply.

Which organizers should shortlist each option

Event organizers should pick tools that match how match state will be captured and how the bracket must be distributed. The best fit depends on whether the event relies on embedded spectator updates, event-branded publishing, or API-driven automation.

Operational complexity also matters because some tools require disciplined match result entry for fast updates and some tools have thinner governance and automation coverage for complex formats.

  • Esports and community operators running live matches with spectator updates

    start.gg fits events where live match reporting must update bracket progression automatically and where spectator-facing embedded pages reduce manual refresh work.

  • Tournament staff who want bracket progression tied directly to staff-entered results

    Battlefy fits organizers who need consistent bracket progression and shared match status across rounds because result submission advances the bracket automatically.

  • Event teams that need event-branded bracket publishing with low operational overhead

    Toornament fits teams that want bracket publishing linked directly to match result validation and automatic advancement steps.

  • Operators building an automation pipeline for bracket and match updates

    Challonge fits automation-heavy workflows because its API supports bracket and match CRUD and its CSV import accelerates bulk setup.

  • Sports organizers who run bracket updates on day-of with roster-style setup

    SportLoMo fits sports organizers who want organizer-friendly visualization tied to reported match outcomes and who need roster-style imports for team and participant setup.

Common bracket tool pitfalls that cause wrong progression or heavy admin work

Many failures come from choosing a tool that advances brackets automatically but does not match the event’s scoring, tie-break rules, or format complexity. Other failures come from choosing a tool with limited governance or API coverage for the automation expectations of the organizer.

The guidance below targets specific mismatches visible in the tools’ workflow strengths and stated limitations.

  • Assuming Swiss-style pairing logic will work smoothly in a result-driven elimination workflow

    Battlefy is less suited to Swiss-style formats that require ongoing pairing logic, so validate the exact pairing and advancement behavior before committing.

  • Underestimating how tie-break and custom scoring logic affects advancement correctness

    start.gg needs workaround planning for complex custom scoring and standings logic, so map scoring inputs to the advancement rules before event launch.

  • Relying on API-driven automation without confirming API coverage for the event objects needed

    Smoothcomp states that API integration depth varies by event object coverage and actions, so confirm the specific bracket and scoring objects required by the automation.

  • Publishing fast without enforcing disciplined match result entry workflow

    Toornament’s fast updates require disciplined match result entry workflow, so define who enters results and when before enabling public progression pages.

  • Treating governance controls as sufficient when automation needs RBAC and audit visibility

    TournamentSoftware does not clearly surface advanced governance controls like fine-grained RBAC and audit log, so large teams should validate governance needs early.

How We Selected and Ranked These Tools

We evaluated Battlefy, start.gg, Toornament, Challonge, Smoothcomp, Tournify, Bracket HQ, SportLoMo, and TournamentSoftware using feature coverage for match state tracking and bracket advancement, plus ease of running the event workflow. We weighted features at 40% because bracket progression correctness depends on result submission driving advancement across rounds.

We weighted ease at 30% and value at 30% based on how much manual re-editing staff avoid during live result entry and bracket publication. Battlefy ranked first because match-driven progression keeps brackets current as results are entered and its bracket visualization provides a shared status view across rounds.

Frequently Asked Questions About Bracketing Software

How does match-result automation differ between Battlefy, start.gg, and Challonge?
Battlefy advances winners automatically based on submitted results while tracking match state across rounds. start.gg ties match reporting to bracket progression and updates spectator-facing embedded views as results change. Challonge links match result validation to advancement steps and keeps event-branded bracket pages in sync.
Which tools provide an API for programmatic bracket and match updates?
Challonge offers an API for bracket and match management workflows. start.gg supports event configuration and public publishing with integration-focused access paths, often used for automation around match reporting. Tournify also supports API access for pushing results and synchronizing fixtures into external systems.
How should organizations handle bracket updates when results arrive late, and what breaks if the timeline is inconsistent?
Battlefy keeps round alignment by updating existing matches and advancing winners based on the current result state instead of rebuilding the bracket. start.gg propagates updates through the bracket after match reporting, but changing earlier results can require re-submission to preserve progression correctness. TournamentSoftware updates the published bracket view after each result entry, so missed or corrected inputs can leave stakeholders viewing an outdated progression state.
When do embeddable bracket pages matter more than internal-only bracket views?
start.gg embeds bracket views for spectators so live match outcomes propagate to public pages. Challonge also emphasizes embedding by making its bracket pages easy to include for participants and spectators. Tournify pairs live score entry with an embeddable bracket view so external partners can see updates without exporting files.
Which platform workflows better support seeded draws and random draws with minimal manual bracket adjustment?
Challonge supports seeded and random draw options with automatic advancement rules that keep progression consistent after each match result. Smoothcomp supports seeded and random draws plus automation around bye handling to reduce manual edits. Bracket HQ uses seeded draws and structured round progression to keep live result entry from forcing bracket rework.
What data formats and imports can reduce setup time for participant registration and match data?
Challonge provides CSV import for participants and match data so bracket setup can start from existing spreadsheets. Smoothcomp focuses on event setup through roster and scoring workflows that reduce manual bracket maintenance. Tournify supports importing teams or participants and then drives bracket updates from validated match outcomes.
How do admins manage participant and roster changes during an active event?
Battlefy provides admin tools for managing participants and updating matches without rebuilding the bracket, which reduces disruption mid-event. Smoothcomp includes governed access for event data and roster import controls to keep scoring and advancement consistent. TournamentSoftware centers administration on building events and updating match outcomes so the published bracket visualization stays aligned.
Where does extensibility show up for tournament operations, and what tradeoff comes with heavier integration?
Challonge and Tournify support API-driven workflows so external systems can push results and synchronize fixtures. start.gg prioritizes spectator-facing embedded bracket pages tied to bracket state, which can limit the amount of custom external orchestration compared with API-first tools. TournamentSoftware is mainly used through its web interface, so automation artifacts are comparatively limited for custom pipelines.
What security controls exist for access management, and how do audit-style behaviors differ across tools?
Smoothcomp positions event data scoring and access as governed, which supports RBAC-like control boundaries around who can change bracket and scoring inputs. Battlefy emphasizes admin operations that update match data without rebuilding the bracket, which helps keep state changes scoped to event administrators. start.gg and Challonge focus on live workflows and publishing, so access control is typically centered on match reporting permissions rather than deep operational governance.
When would a sports-specific bracket tool like SportLoMo be a better fit than broader bracket managers like Battlefy?
SportLoMo is designed around sports event workflows and produces single-elimination structures while converting results into updated progress without manual bracket rebuilds. Battlefy targets consistent bracket progression and shared match status across event play, which can fit community and multi-round formats beyond sports-only structures. TournamentSoftware can cover single-elimination, double-elimination, and round-robin style scheduling, which matters when format variety drives the tool choice.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

Vendor-funded 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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