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Top 10 Best Karting Software of 2026

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Top 10 Best Karting Software of 2026

Karting software comparison for teams and track operators, outlining key features, where MYLAPS Speedhive fits, and tradeoffs across options.

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

Karting teams and venue operators use timing and race-management software to convert laps, heat results, and session data into consistent scoring, reports, and operational workflows. This comparison helps readers weigh the tradeoff between live timing and analytics depth versus integration, data model fit, and automation for race days.

MYLAPS Speedhive is the best overall pick for venues running frequent MYLAPS transponder heats because its race-week setup ties transponder timing, driver identity, and session workflows into one controlled event flow, while Semnox fits series operators who need heat and finals orchestration linked to entry management and results publication.

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

MYLAPS Speedhive

Race-week setup ties transponder timing, driver identity, and session workflows into one event administration flow.

Best for: Fits when venues run frequent karting heats on MYLAPS timing hardware and need controlled session workflows.

2

Semnox

Editor pick

Race-day heat and finals orchestration links session execution with results publication workflows.

Best for: Fits when series operators need one system for entry, sessions, and race-day results consistency.

3

Race Monitor

Editor pick

Race weekend workflow ties session configuration to outputs for officials, not only raw lap analysis.

Best for: Fits when race offices need session results, lap charts, and race documents tied to one timing workflow.

Comparison Table

1
MYLAPS SpeedhiveBest overall
motorsport timing
9.2/10
Overall
2
enterprise
8.9/10
Overall
3
API-first
8.8/10
Overall
4
vertical specialist
8.3/10
Overall
5
8.2/10
Overall
6
vertical specialist
7.9/10
Overall
7
7.5/10
Overall
8
vertical specialist
7.2/10
Overall
9
vertical specialist
6.8/10
Overall
10
vertical specialist
6.7/10
Overall
#1

MYLAPS Speedhive

motorsport timing

Results, timing data, and race analytics platform connected to MYLAPS timing hardware used in karting.

9.2/10
Overall
Features9.5/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Race-week setup ties transponder timing, driver identity, and session workflows into one event administration flow.

MYLAPS Speedhive centers on transponder-powered karting timing workflows built around MYLAPS hardware and race-day operations. It provides heat and session management plus results handling that feeds lap charts and post-session reporting without requiring manual recomputation.

Track-specific configuration supports consistent grid formation outputs and driver naming so session exports match on-event operations. The main differentiator is the tighter alignment to transponder timing and event administration flows compared with lap-chart-only tools.

Pros
  • +Built around MYLAPS transponder timing for consistent lap ingestion
  • +Heat and session workflow reduces rework when schedules change
  • +Track configuration helps keep driver identities stable across sessions
  • +Results processing supports lap charts generation from session timing
Cons
  • –Strong dependence on MYLAPS timing inputs can limit mixed-hardware use
  • –Advanced automation and API coverage can feel constrained versus specialist tools
  • –Custom reporting needs more setup than basic lap-chart viewers
  • –Admin governance controls may require careful operational discipline
Use scenarios
  • Race directors

    Publish heat results during sessions

    Faster, consistent result publishing

  • Timing operators

    Manage grid and driver naming

    Fewer naming and grid edits

Show 2 more scenarios
  • Event administrators

    Export session outputs matching event workflow

    Lower post-event cleanup

    It produces exports aligned to race-day operations so downstream documents match officials’ records.

  • Karting venue managers

    Standardize timing-to-report processes

    More predictable race throughput

    It provides a repeatable workflow that relies on transponder-driven session management for each weekend.

Best for: Fits when venues run frequent karting heats on MYLAPS timing hardware and need controlled session workflows.

#2

Semnox

enterprise

Venue management software for entertainment businesses with POS, self-service kiosks, online reservations, memberships, and attraction control.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Race-day heat and finals orchestration links session execution with results publication workflows.

Semnox is built for karting event operations that require more than lap charts, including session scheduling, race entry management, and results workflow for heat structures. Timing workflows are designed around transponder timing feeds and trackside coordination so staff can run sessions without shifting between unrelated tools. Administration tooling supports managing event configuration across meetings, which reduces rework when formats repeat. Results generation is oriented toward race-day publication needs for drivers, team staff, and race director outputs.

A tradeoff is that Semnox concentrates on event operations coverage rather than mobile-first driver viewing, so lap-analysis workflows may require more process steps for drivers and mechanics. It fits best for venues or series operators that run recurring formats and need predictable governance of session control, entry data, and publication outputs. When a venue already has a timing hardware stack and wants one operational system to manage race day end-to-end, Semnox aligns with that workflow model.

Pros
  • +Event operations coverage ties entry management to session control
  • +Transponder timing workflow supports race-day results generation
  • +Format orchestration reduces manual coordination during heats
  • +Venue administration supports repeated meetings with consistent setup
Cons
  • –Driver-focused lap analytics workflows take extra steps
  • –Event configuration requires disciplined setup to avoid format mistakes
Use scenarios
  • Karting venue operators

    Multiple meetings with repeat formats

    Lower race-day manual coordination

  • Race directors and marshals

    Run heats and finals on schedule

    Fewer last-minute process changes

Show 1 more scenario
  • Series organizers

    Orchestrate championship event structures

    More consistent competition output

    Semnox handles competition structure execution across qualifying and subsequent races.

Best for: Fits when series operators need one system for entry, sessions, and race-day results consistency.

#3

Race Monitor

API-first

Race Monitor distributes live timing and race results for motorsport events.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

Race weekend workflow ties session configuration to outputs for officials, not only raw lap analysis.

Race Monitor turns transponder timing into session results and lap charts that race directors can act on during heats, qualifying, and races. Race Monitor also supports venue operations around entries, grids, and race documents so officials can keep stewarding and reporting aligned to the same timing feed.

It includes workflow automation for recurring race weekends and reduces manual retyping across session setup, results publishing, and driver-facing outputs. Laptimer and RaceChrono compete on recording and analysis, while Race Monitor centers on event management around those timing outputs.

Pros
  • +Event-focused workflow keeps grid, entries, and results connected to timing sessions
  • +Lap chart output supports quick review of gaps and consistency per session
  • +Repeatable race weekend setup reduces per-event configuration work
  • +Operational documents align with the same session context used for results
Cons
  • –Session setup breadth can increase configuration effort for small clubs
  • –Live timing integration depends on how venues source their feed
Use scenarios
  • Race directors

    Validate lap charts during qualifying

    Reduced verification delays

  • Officials and marshals

    Create race documents per session

    Fewer mismatched documents

Show 2 more scenarios
  • Venue operations staff

    Run weekend workflows with automation

    Less manual race-day work

    It automates repeated steps across session setup and results publishing for recurring events.

  • Club organizers

    Handle entries and grids consistently

    More consistent race execution

    It maintains structured entries and grids linked to transponder-driven outputs for each session.

Best for: Fits when race offices need session results, lap charts, and race documents tied to one timing workflow.

#4

Camt.io

vertical specialist

Cloud timing and race management software used for karting and motorsport venues.

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

Event workflow status stays connected to results, so staff can audit session outcomes while running the next phase.

Camt.io covers the core cycle from session setup to results review, with administrative screens for managing races, participants, and session flow. Lap charts and session summaries are generated from timing data, which helps staff review performance without exporting to separate analysis tools.

Pros
  • +Session workflow ties entry handling to results review
  • +Lap chart outputs support fast post-session performance checks
  • +Administrative screens reduce tab-switching during busy race control
  • +Configuration supports recurring heat and qualifier formats
Cons
  • –Workflow mapping can feel heavy for one-off event formats
  • –Timing analysis depth depends on correct timing feed setup
  • –Advanced reporting takes extra clicks versus dedicated analytics tools
  • –Role separation requires careful permission assignment
Use scenarios
  • Race control teams

    Manage heats through qualifiers

    Fewer mistakes between sessions

  • Karting venues

    Standardize repeated event formats

    More consistent event operations

Show 2 more scenarios
  • Coaches and team managers

    Review laps after each heat

    Quicker driver debriefs

    Lap chart outputs make it practical to compare driver performance across sessions.

  • Championship organizers

    Aggregate session results for rankings

    Cleaner championship rollups

    Session results are organized for downstream points-style workflows used across an event calendar.

Best for: Fits when race control teams need session-driven workflow plus lap review in one place.

#5

ROLLER

SMB

Attraction venue software with online booking, waivers, POS, CRM, memberships, and reporting for activity-based businesses.

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

Session analysis and lap charts are designed as the results backbone that feeds downstream race workflow.

ROLLER supports transponder timing ingestion and generates lap charts from timing data, which reduces manual transcription for practice, qualifying, and heats. Session analysis is built around repeatable event structures, and results can be carried forward into later race artifacts. It fits teams that want the timing system to drive downstream documents used by race control and officials.

Pros
  • +Transponder timing feed converts into lap charts with fewer manual steps
  • +Session results flow into later event workflows for race-day consistency
  • +Repeatable event configuration supports recurring heat and session formats
  • +Event outputs align with karting officials’ need for structured documents
Cons
  • –Complex event formats can require careful upfront setup work
  • –Deep admin workflow coverage depends on chosen event configuration
  • –Feature set is less suited for ad hoc timing-only meetups
  • –Live operations can feel constrained without a practiced race-day procedure
Use scenarios
  • Karting race control teams

    Convert transponder laps into heat results

    Reduced transcription workload

  • Series organizers

    Run repeated formats across venues

    More consistent race-day operations

Show 1 more scenario
  • Championship administrators

    Maintain continuity from sessions to standings

    Less manual reconciliation

    Session outcomes support structured downstream processing for championship points workflows.

Best for: Fits when karting operators want timing data to drive consistent session analysis and race-day outputs.

#6

Alpha Timing

vertical specialist

Timing and event management software and services for karting and motorsport competitions.

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

Built-in lap chart generation that standardizes how timing inputs become official race-day reporting.

Alpha Timing handles karting lap timing workflows and post-session lap chart generation from transponder timing data. It supports session and heat handling for race day operations, with structured outputs used by race officials. The system focuses on turning timing inputs into consistent classification artifacts for reporting and driver updates.

Pros
  • +Turns transponder timing files into ready-to-use lap charts
  • +Session workflow supports practical heat and race handling
  • +Outputs remain consistent for repeatable race-day reporting
  • +Operator-centric controls fit stewarding and race staff use
Cons
  • –Less flexible integration surface than systems built around open APIs
  • –Requires disciplined session setup to avoid downstream classification errors
Use scenarios
  • Kart racing operators

    Generate lap charts after heats

    Consistent post-heat outputs

  • Race officials

    Produce driver update classifications

    Clearer driver communications

Show 2 more scenarios
  • Timing administrators

    Manage heat session capture

    Lower operational confusion

    It supports session and heat handling so timing workflows remain organized during race day.

  • Venue reporting coordinators

    Standardize classification formatting

    Less manual reformatting

    It outputs consistent classification artifacts that reduce formatting work across events.

Best for: Fits when kart venues need dependable lap chart generation and repeatable race staff reporting.

#7

Pit Pay

SMB

Pit Pay provides digital race registration, payment processing, and participant administration for motorsport events.

7.5/10
Overall
Features7.5/10
Ease of Use7.6/10
Value7.4/10
Standout feature

Official session and results workflow that ties race control decisions to published outcomes rather than only displaying laps.

Pit Pay targets karting venues that need session and results operations tied to trackside timing rather than standalone lap viewing.

Pros
  • +Event workflow orientation keeps session, entries, and results linked
  • +Admin tools reduce retyping when moving between heats and races
  • +Integration path supports pushing timing outputs into official results
  • +Operational controls fit multi-official karting days
Cons
  • –Less focused than timing-first tools for deep lap chart customization
  • –Automation depends on correct data capture from the timing source
  • –Setup effort increases when formats vary across the same event
  • –Reporting breadth lags specialized analytics and lap-centric apps
Use scenarios
  • Track operations teams

    Run session setup and results publishing

    Fewer manual handoffs

  • Race secretaries

    Publish consistent heat outcomes

    Quicker heat posting

Show 2 more scenarios
  • Venue administrators

    Process entries linked to session results

    Lower data rework

    It ties entry records to session outputs so changes propagate through published outcomes.

  • Event managers

    Coordinate race-day workflow execution

    More consistent race-day operations

    It provides a workflow that reduces the gap between trackside timing and published results.

Best for: Fits when karting venues need event operations control around transponder timing outputs.

#8

RaceAmerica

vertical specialist

RaceAmerica supplies timing, scoring, display, and race-management systems for motorsport venues.

7.2/10
Overall
Features7.2/10
Ease of Use7.2/10
Value7.2/10
Standout feature

Session-linked results publication that keeps transponder timing outputs tied to each heat and its lap chart.

RaceAmerica targets karting race operations with an event-first workflow that connects entries, scoring, and results publication. It supports transponder timing workflows and heat-style session tracking so lap chart generation stays tied to each session.

Pros
  • +Event workflow links entries, sessions, and published results
  • +Transponder timing fit reduces manual rekeying across sessions
  • +Structured session tracking supports lap chart generation per heat
  • +Administrative controls support multi-category event operations
Cons
  • –Live timing feed depth depends on venue timing setup and integration
  • –Heavier governance needs arise when many categories and classes run concurrently
  • –API surface is not as extensive as the most integration-heavy competitors
  • –Customization around stewards workflows can require process workarounds
Use scenarios
  • Meet organizers

    Coordinate entries and scoring across categories

    Fewer scoring coordination gaps

  • Timing and results staff

    Keep lap charts tied to sessions

    Less session-to-lap mismatch

Show 2 more scenarios
  • Operations managers

    Manage multi-event meet administration

    Faster meet wrap-up

    It supports administrative handling across multiple events so scoring and outputs remain organized.

  • Race secretaries

    Publish results with event workflow structure

    More consistent results release

    It uses the event-first data flow to produce results publication aligned to scoring records.

Best for: Fits when karting operators need consistent session tracking that feeds results publication across recurring events.

#9

Sodi WMS

vertical specialist

Management software from a major kart manufacturer for timing, control, and track operations.

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

Workflow-first event operations layer that ties session setup, grid handling, and staff checklists to a shared event record.

Sodi WMS is a karting software offering from sodikart.com that focuses on venue workflows rather than only timing and results publishing. It supports race entry management and event operations in one place, with structured handling for sessions, grids, and ongoing race administration.

Pros
  • +Event administration covers race entry and session lifecycle in one workflow
  • +Staff-oriented screens reduce manual data reentry during event operations
  • +Operational checklists support consistent handling across heats and races
  • +Configuration helps align event formats without changing the core flow
Cons
  • –Lap timing and analysis depth is less central than event operations
  • –Integration and API surface are not prominent compared with timing-first tools
Use scenarios
  • Track marshals

    Follow staff checklists for grids

    Fewer missed setup steps

  • Race control teams

    Coordinate sessions and race administration

    Better staff coordination

Show 2 more scenarios
  • Venue operations coordinators

    Manage entries across event day

    Less rekeying between roles

    It supports entry management that keeps event data structured for downstream session processing.

  • Event administrators

    Maintain repeatable event procedures

    More consistent event execution

    It standardizes operational steps into checklists that staff can reuse each weekend.

Best for: Fits when venues need coordinated event administration across staff, not only lap timing and charts.

#10

Alpha Live

vertical specialist

Live timing and event results platform for karting and other race series.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Session progression management ties captured timing results to heat and qualifying output in one governed workflow.

Alpha Live focuses on karting operations that need controlled workflows for race-day execution, not just lap visualization. The system centers on session capture and timing review, with a structure designed around heat and qualifying progression.

Pros
  • +Race-day workflows are organized around karting session progression
  • +Session timing review is built for heat and qualifying result review
  • +Event admin supports repeatable venue and track organization
  • +Output formats are oriented toward karting results publication needs
Cons
  • –Live timing feed integration needs a defined event setup workflow
  • –Telemetry import depth is narrower than general-purpose timing tools
Use scenarios
  • Race day supervisors

    Control heat and qualifying progression

    Fewer progression mistakes

  • Karting operations staff

    Manage entries and track organization

    Lower coordination friction

Show 2 more scenarios
  • Results coordinators

    Generate publish-ready event outputs

    More reliable publication

    It outputs results in formats used for downstream driver records after session capture.

  • Venue admins

    Enforce workflow consistency across events

    More repeatable race operations

    It applies controlled workflow structure so staff execute the same heat steps each weekend.

Best for: Fits when karting organizers need governed race execution and consistent session-to-results handling.

Conclusion

After evaluating 10 karting software, MYLAPS Speedhive 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
MYLAPS Speedhive

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 Karting Software

How do Semnox, Camt.io, and Race Monitor connect transponder timing to session results publication?
Semnox links transponder-driven timing integration to race-day heat and finals orchestration so session outcomes feed results publication for the same meeting. Camt.io keeps a session workflow status record attached to results so staff can review session outcomes before advancing the next phase. Race Monitor ties race weekend session configuration to lap charts and race documents so officials act on outputs derived from the same timing workflow.
When should a karting operator choose Laptimer-focused analysis like ROLLER instead of event-workflow tools like Sodi WMS?
ROLER treats timing data as the backbone that drives lap chart generation and consistent session analysis outputs, then carries those outcomes into downstream race workflows. Sodi WMS prioritizes venue workflows by turning operational steps into repeatable checklists with staff-visible screens. The tradeoff appears when admin coordination across roles matters, because Sodi WMS reduces rekeying across timing, race control, and track staff tasks while ROLLER emphasizes analysis as the results foundation.
What breaks if a team uses RaceChrono-style lap recording without an event session layer when managing heat matrices?
RaceAmerica can keep lap chart generation tied to each heat session so driver naming and session exports match the on-event operations flow. Tools focused mainly on lap analysis risk disconnected session state, which causes manual mapping when a heat matrix and progression rules require consistent entry and session identifiers. Race Monitor and MYLAPS Speedhive reduce this failure mode by binding session results and lap charts to the same transponder-powered administration workflow.
Which tool supports governed session progression across heat and qualifying formats: Alpha Live, Semnox, or Pit Pay?
Alpha Live is built around session progression management that ties captured timing results to heat and qualifying output in one governed workflow. Semnox supports rule-driven competition structures, including heat and finals orchestration connected to race-day results publication. Pit Pay focuses on session and results workflow control around trackside timing outputs, emphasizing fewer manual copy steps across session decisions and published outcomes.
How do MYLAPS Speedhive and Alpha Timing handle lap chart generation for official reporting artifacts?
MYLAPS Speedhive aligns transponder timing workflows with event administration flow so session exports produce lap charts without manual recomputation. Alpha Timing centers on structured outputs for race officials by generating lap charts from transponder timing data and then standardizing how those inputs become official reporting. The difference is coupling depth, since MYLAPS Speedhive aligns with MYLAPS hardware-driven operations while Alpha Timing emphasizes consistent lap chart artifacts and classification outputs.
How do operators migrate data when switching from spreadsheet-based results to Semnox or Camt.io?
Semnox and Camt.io both rely on a structured event workflow, so migration starts by mapping legacy entries, driver identity strings, and session definitions into the software data model before results import. If legacy results exist only as final spreadsheets with no session-level identifiers, lap chart generation cannot be tied to heat and session progression, which forces manual reconstruction. RaceAmerica and Race Monitor reduce that risk by treating session-linked results publication as part of the same operational throughput pipeline.
When does RBAC and audit log coverage matter for multi-staff race offices using Race Monitor or ROLLER?
Race Monitor targets race offices that need session results, lap charts, and race documents tied to one timing workflow, which increases the need for controlled admin roles when multiple officials publish outputs. ROLLER emphasizes session analysis and lap charts as the results backbone, so admin controls matter most when staff roles touch the same session configuration records. In both cases, audit log coverage determines whether late changes to session outcomes can be traced to the provisioning and configuration actions that produced published artifacts.
How should a venue approach API and integration planning when they need a live timing feed and downstream exports?
Race Monitor is designed to connect session workflow configuration to outputs for officials, which helps when downstream consumers require consistent session-scoped exports from the same timing workflow. MYLAPS Speedhive centers on transponder timing workflows aligned to MYLAPS hardware, which reduces mismatch risks between live timing feeds and exported lap charts. Semnox and RaceAmerica also connect event-first operational throughput to results publication, which supports integrations that consume heat-specific identifiers rather than only raw lap logs.
What integration tradeoff appears when a team uses Sodi WMS for checklist-driven event operations instead of a lap-chart-only tool?
Sodi WMS focuses on mapping operational steps into repeatable checklists tied to a shared event record across roles, so lap analysis remains a supporting output inside a broader administration layer. A lap-chart-only tool can generate charts, but it often lacks the checklist-driven provisioning of staff-visible workflows that keep scrutineering and race control actions aligned to the same session state. The tradeoff shows up in governance, since Sodi WMS reduces rekeying but increases reliance on configured event workflows.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Karting Software

What separates karting software is how it handles race-day operations, not the marketing around timing. In demos, we focus on data capture and control depth via criteria like session setup automation and results export format.

Session setup automation

Why it matters

Session setup automation reduces mistakes when you schedule practice, heats, and finals across multiple categories. It matters because karting calendars change often and staff time is limited.

How to check

Ask the demo team to create a full event from scratch using a template, then change one date and one class and rebuild it. Confirm which steps are pre-filled versus manual and whether the system blocks inconsistent combinations.

Results editing with audit trail

Why it matters

Results editing with audit trail protects you when disputes come up after posting provisional standings. In karting, small data changes happen, so traceability prevents confusion.

How to check

During the demo, request to submit results, then edit a lap/time or penalty and post again. Check whether the system records who changed what and when, and whether you can view or restore prior versions.

Results import and export formats

Why it matters

Data import and export formats affect how quickly your club moves data between timing tools, spreadsheets, and reports. This is often where teams lose time at the end of an event.

How to check

Ask for a sample export of final results and standings in at least two common formats. Then request an import of a small sample file for classes/drivers and confirm the mapping rules and error messages.

Driver and class data model

Why it matters

A clear driver and class data model keeps rosters accurate across events and prevents mixing categories. Karting often reuses drivers while changing class, number, and team details.

How to check

On the demo, create two drivers with similar names, then assign them to two classes with different numbers. Check whether the system separates driver identity from entries, and how it handles updates when you re-run an event.

Admin roles and access controls

Why it matters

Admin roles and access controls keep stewards, operators, and organizers from stepping on each other during posting and edits. That matters when multiple people work at the same time.

How to check

Request role creation in the demo: one operator who can enter results and one read-only user. Try to perform restricted actions and verify that the system blocks them and logs attempts where applicable.

Event provisioning and reuse

Why it matters

Event provisioning and reuse saves work across repeated race weekends at the same venue. It matters because karting events often follow similar class schedules and staff workflows.

How to check

Ask how the system copies a prior event structure and lets you modify only what changed. Check whether you can reuse competitors, classes, and settings without re-entering everything manually.

Red flags

  • Edits to results don’t show who changed the numbers and when.
  • Exports require manual cleanup before anyone can publish standings.
  • Session schedules are built step-by-step with no reusable templates.

Fit by situation

  • If you run frequent multi-class meetings, prioritize event provisioning and reuse.
  • If you expect disputes or late corrections, prioritize results editing with audit trail.
  • If your event staff relies on spreadsheets for reporting, prioritize results import and export formats.
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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