GITNUXSOFTWARE REVIEW
General KnowledgeTop 10 Best School Consulting Services of 2026
Guide to school consulting services, comparing options like New Teacher Center, Hanover Research, and TNTP for districts and education leaders.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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New Teacher Center is the best choice for schools that need multi-month instructional leadership coaching with consistent walkthrough-and-feedback routines because its cycles connect admin expectations to teacher practice, while Hanover Research is a strong alternative for districts seeking governance-ready evidence-to-action planning since it turns evaluation findings into implementation monitoring steps.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
New Teacher Center
Instructional leadership coaching pairs admin walkthrough expectations with teacher feedback routines across the school.
Best for: Fits when schools need multi-month coaching with consistent walkthrough protocols and data-team facilitation.
Hanover Research
Editor pickEvidence-to-action improvement planning that connects evaluation findings to board-ready implementation monitoring steps.
Best for: Fits when districts need credible whole-school evidence synthesis for board, accreditation, and implementation planning.
TNTP
Editor pickInstructional walkthrough and teacher observation protocols are treated as an operating system for change, not a one-off activity.
Best for: Fits when districts need execution monitoring for instructional priorities across multiple schools.
Comparison Table
New Teacher Center
specialistNew Teacher Center provides coaching and professional learning for teachers, principals, and education systems.
Instructional leadership coaching pairs admin walkthrough expectations with teacher feedback routines across the school.
New Teacher Center’s core consulting centers on instructional leadership coaching for administrators and teacher coaching for instructional staff, paired with schoolwide evaluation activities that inform next-step priorities. Coaching delivery focuses on classroom observation protocols, feedback routines, and professional learning communities that keep attention on measurable instructional behaviors. Whole-school work typically combines assessment analysis with facilitation of data-team discussions so action plans align to student needs and instructional targets.
A practical tradeoff appears when schools need highly customized reporting workflows or deep software-driven automation, because the service model depends more on coaching structure than on a configurable technology layer. New Teacher Center fits best when a district or school wants sustained implementation monitoring across a season of professional learning and coaching, especially when staff roles require clear governance, coaching cadence, and consistent walkthrough expectations.
- +Structured coaching cycles connect administrator walkthroughs to teacher practice
- +Whole-school evaluation supports prioritized, phased implementation planning
- +Facilitated data-team routines translate assessment results into next steps
- +Professional learning communities reinforce feedback and practice refinement
- –Service delivery requires staff availability for coaching and walkthrough schedules
- –Less suited for teams seeking heavy automation or system-integrated analytics
- –Onboarding can lag if district leadership does not set coaching cadence early
- –Depth varies when schools need compliance-heavy specialization beyond coaching
Instructional leadership teams
Run coaching cycles for instructional change
More consistent observation and feedback
School improvement leaders
Execute whole-school evaluation and plan
Clear priorities with implementation monitoring
Show 2 more scenarios
Data-team facilitators
Turn assessment analysis into actions
Action plans aligned to needs
Facilitation focuses on translating assessment patterns into instructional decisions and PLC agendas.
Teacher professional learning leaders
Strengthen PLC practice and routines
More practice-linked professional learning
PLC facilitation uses coaching artifacts and feedback norms to improve practice refinement.
Best for: Fits when schools need multi-month coaching with consistent walkthrough protocols and data-team facilitation.
Hanover Research
enterprise_vendorHanover Research provides education research, strategic planning, benchmarking, and program evaluation services.
Evidence-to-action improvement planning that connects evaluation findings to board-ready implementation monitoring steps.
Hanover Research fits K-12 leaders who need evaluation frameworks, improvement plan content, and cross-functional facilitation that translate into concrete next steps. Engagements commonly include assessment analysis, curriculum audit support, and school climate inputs that feed planning, prioritization, and professional learning community direction. The firm’s distinctiveness is its emphasis on producing decision-ready artifacts and governance-safe narratives that support board review.
A common tradeoff is that tightly scoped timelines can limit iterative cycles for stakeholder feedback, especially when multiple departments must supply inputs. Hanover Research is a strong fit for situations like accreditation readiness work that requires coherent evidence mapping and action planning, or whole-school evaluation efforts that must unify instructional, student support, and climate findings into one improvement roadmap.
- +Produces governance-ready improvement plan and evaluation artifacts
- +Turns assessment analysis into operational recommendations
- +Designs evaluation approaches that align to school improvement workflows
- +Supports instructional leadership routines and stakeholder engagement
- –Iterative feedback cycles can be constrained in compressed timelines
- –Requires strong internal data access and coordination to hit throughput goals
- –Some engagements lean more on advisory outputs than system buildouts
- –Customization depth can vary by functional area and staffing
District assessment and data teams
Assessment analysis for program decisions
Clear next steps for instruction
K-12 school improvement leaders
Whole-school evaluation to improvement roadmap
Unified improvement roadmap
Show 2 more scenarios
Curriculum and instructional leadership
Curriculum audit and standards alignment
Aligned curriculum direction
Advisory work supports curriculum review findings and standards alignment guidance tied to leadership practice.
MTSS and student support leadership
Program evaluation for student services
Sharper support service decisions
Consultants review student support workflows and recommend structured refinement actions for MTSS delivery.
Best for: Fits when districts need credible whole-school evidence synthesis for board, accreditation, and implementation planning.
TNTP
agencyTNTP advises education systems on instructional quality, teacher development, school culture, and student outcomes.
Instructional walkthrough and teacher observation protocols are treated as an operating system for change, not a one-off activity.
TNTP works with district and school teams to design improvement plans that connect instructional priorities to delivery mechanics like instructional walkthrough cycles and educator coaching routines. The engagement model typically combines whole-school evaluation inputs with structured support for leaders, including teacher observation protocols and data-team facilitation for translating assessment findings into action. This approach fits leaders who want a consulting partner that can guide implementation monitoring and use recurring observation and data meetings to drive coherence across schools.
A tradeoff of TNTP is that results depend on leadership time, staff participation, and disciplined follow-through on the coaching and walkthrough cadence. TNTP is a strong fit for situations where instructional priorities are already selected and the main gap is execution consistency, such as districtwide rollout of a new literacy approach or sustained improvement across multiple schools. Teams that need a purely technical deliverable without ongoing routines and leadership coaching typically see less value from the engagement structure.
- +Ties instructional leadership coaching to daily classroom walkthrough cycles
- +Uses assessment analysis to set actionable instructional targets
- +Supports whole-school evaluation inputs and planning into execution routines
- +Facilitates data-team meetings that convert findings into next steps
- –Requires consistent leadership bandwidth to maintain walkthrough and coaching cadence
- –Outcomes vary when school teams lack decision-making authority
- –Change work can move slower when staff adoption is uneven
- –Less suitable for one-time plans without recurring support structures
Superintendents and chiefs
Turn around instruction across schools
More consistent instructional delivery
Instructional leadership teams
Implement observation protocol with coaching
Clearer instructional expectations
Show 2 more scenarios
Data and assessment teams
Convert assessment analysis into action
Faster instructional targeting
TNTP facilitates data-team facilitation to translate assessment trends into meeting agendas and next steps.
School leaders
Strengthen school improvement planning
Stronger plan-to-practice alignment
TNTP helps align improvement plans to recurring implementation monitoring and stakeholder engagement routines.
Best for: Fits when districts need execution monitoring for instructional priorities across multiple schools.
WestEd
enterprise_vendorWestEd delivers education consulting, school improvement, assessment, and professional learning services.
Whole-school evaluation and improvement planning that translates research findings into stakeholder-ready action cycles for staff teams.
WestEd offers school consulting grounded in education research and focused implementation support for district and school teams. The work commonly centers on evaluation design, improvement planning facilitation, and instructional leadership coaching tied to measurable practice shifts.
- +Research-backed improvement planning with implementation monitoring artifacts
- +Instructional leadership coaching aligned to observed practice and team routines
- +Curriculum audits that map learning goals to classroom-level expectations
- +Facilitation of data-team work to drive meeting-to-action cycles
- –Engagements require strong district scheduling coordination for classroom access
- –Not designed for ad hoc requests that need rapid turnaround without planning
- –Whole-school scope can feel heavy for small teams with limited bandwidth
- –Less suited to purely product-based automation needs without added consulting time
Best for: Fits when districts need research-grounded whole-school evaluation and instruction-focused coaching with facilitator support.
EAB
enterprise_vendorEAB advises education institutions on strategy, enrollment, student success, and organizational performance.
Strategic plan implementation monitoring that converts leadership priorities into recurring, board-facing execution checkpoints.
EAB delivers school consulting work centered on strategic planning execution, whole-school evaluation, and district-wide change management support for K-12 leadership teams. Its core capability is turning leadership priorities into operational plans, board-ready materials, and staff-facing implementation routines that drive measurable progress across departments.
- +Produces board-ready strategic plan artifacts tied to implementation milestones
- +Facilitates data-team routines that convert meeting outputs into action steps
- +Supports instructional leadership coaching aligned to walkthrough and observation cycles
- +Builds stakeholder engagement workflows into improvement planning delivery
- –Requires active district participation to keep implementation monitoring on track
- –Documentation handoffs can feel heavier than short advisory engagements
- –Integration with existing district tooling is limited to engagement workflows
- –Deep specialization can narrow coverage outside the planned improvement scope
Best for: Fits when district leaders need managed strategic execution and whole-school evaluation support for multi-team change.
SchoolWorks
specialistSchoolWorks provides school improvement consulting, quality reviews, leadership coaching, and compliance support.
Implementation monitoring that ties whole-school evaluation outputs to walkthrough routines, decision points, and follow-up governance reporting.
SchoolWorks focuses on school consulting engagements that combine whole-school evaluation work with implementation planning for K-12 leaders. Core offerings typically include instructional leadership coaching, curriculum audit support, and data-team facilitation geared toward turning findings into action plans.
- +Consultants translate evaluation findings into implementation monitoring checkpoints
- +Instructional leadership coaching is structured for walkthrough cycles and feedback
- +Curriculum audit work includes standards-alignment framing for next steps
- +Data-team facilitation supports consistent meeting routines and action tracking
- –Engagements depend heavily on available internal leadership time and access
- –Reporting depth may vary by focus area and requires clear success criteria upfront
- –Automation and API integration are not the central delivery mechanism
- –Whole-school initiatives can outgrow timelines if stakeholder cadence is low
Best for: Fits when district or school teams need structured coaching plus follow-up planning after diagnostics.
Bellwether
agencyBellwether provides education strategy, organizational effectiveness, policy, and talent consulting.
Whole-school evaluation deliverables that translate findings into leadership workflows and implementation commitments, with governance-ready framing.
Bellwether is a school consulting service that differentiates through research-to-practice framing and cross-site lesson drawing, not just on-site coaching. Core work centers on whole-school evaluation, instructional leadership coaching, and improvement planning that results in named actions for school leaders and district teams.
- +Improvement planning grounded in published research synthesis and implementation detail
- +Whole-school evaluation outputs map directly to leadership actions and next-step plans
- +Data-team facilitation supports recurring routines for school leaders and staff
- +Governance-oriented reporting helps boards understand progress and tradeoffs
- –Structured facilitation can require sustained leadership attendance to work
- –Curriculum audit depth may lag if rapid, detailed subject mapping is the only goal
- –Program-level diagnostics can be less granular for highly specific compliance tasks
- –Integration with internal systems is limited when districts expect automation and data feeds
Best for: Fits when district leaders need research-informed evaluation, improvement planning, and governance-ready implementation monitoring.
Education Northwest
specialistEducation Northwest supports schools and districts with improvement planning, evaluation, coaching, and equity work.
Whole-school evaluation reporting paired with implementation monitoring guidance for school leadership teams.
Education Northwest pairs school improvement planning and whole-school evaluation with facilitation for instructional leadership teams. The firm’s consulting work is organized around evidence review, stakeholder engagement, and practical action planning tied to school priorities.
- +Strengthens instructional leadership planning with evidence-to-action workflows
- +Builds whole-school evaluation findings into clear next-step recommendations
- +Facilitates data-team routines that support ongoing instructional decisions
- +Coaches school leaders on implementation monitoring and progress review
- –Requires leader time to translate findings into weekly or monthly routines
- –May not suit teams wanting turnkey curriculum buildouts without added work
Best for: Fits when districts need research-led school improvement planning and evaluation-to-action facilitation.
Cognia
specialistCognia provides school improvement, accreditation, evaluation, and strategic planning services.
Cognia’s consulting model pairs whole-school evaluation with ongoing instructional leadership coaching and implementation monitoring, not one-time feedback.
Cognia delivers school consulting services built around whole-school evaluation and accreditation readiness workflows that align policies, instruction, and student support to common improvement expectations. The core work typically centers on instructional leadership coaching, multi-stakeholder review of school operations, and implementation monitoring tied to improvement planning cycles.
- +Strong whole-school evaluation process tied to improvement planning cycles
- +Instructional leadership coaching support for administrators and teacher leaders
- +Curriculum audit outputs that connect standards alignment to classroom instruction
- +Structured follow-up for implementation monitoring across the school year
- –Requires steady leadership time to complete reviews and implement changes
- –Workflow complexity can strain schools that lack clear internal ownership
Best for: Fits when district or school leaders need guided evaluation and improvement planning with accreditation-aligned expectations.
Leading Educators
specialistLeading Educators partners with districts on professional learning, instructional systems, and leadership development.
Coaching plus data-team facilitation that converts curriculum audit results into leadership actions for ongoing implementation monitoring.
Leading Educators supports K-12 schools with whole-school improvement planning work that connects instructional leadership coaching to schoolwide implementation monitoring. Core services center on curriculum audit and standards alignment guidance, assessment analysis for instruction, and data-team facilitation that turns findings into action cycles.
- +Instructional leadership coaching ties classroom practice to schoolwide improvement work
- +Curriculum audit and standards alignment support fits schools preparing for accreditation readiness
- +Data-team facilitation helps translate assessment analysis into meeting-ready action steps
- +Stakeholder engagement guidance supports board governance review and message alignment
- –Outcomes depend heavily on leadership capacity to implement recommendations consistently
- –Limited evidence of a built-in automation or integration surface for operational reporting
- –Program fit can be constrained when schools need narrow, single-program technical compliance
- –Change management support still requires school ownership of timelines and follow-through
Best for: Fits when district or school leaders need structured, leadership-led improvement planning across multiple teams and cycles.
Conclusion
After evaluating 10 school consulting, New Teacher Center 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.
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 School Consulting
This buyer’s guide covers school consulting services used by K-12 leaders, including McREL International, TNTP, New Teacher Center, Cognia, Mass Insight Education, Education Northwest, Hanover Research, Leading Educators, Public Impact, and Bellwether.
Coverage emphasizes how each provider turns evidence into instructional leadership coaching, data-team workflows, and whole-school evaluation outputs that can drive implementation monitoring across schools. McREL International is included for leadership-action coaching tied to structured classroom walkthrough protocols and feedback routines. TNTP and New Teacher Center are included for evidence-to-coaching practice cycles built around walkthrough evidence and observation protocols.
School Consulting that converts evidence into coached instructional change and whole-school improvement planning
School consulting in K-12 most often centers on turning observation and assessment evidence into coaching cycles, leadership workflows, and improvement planning artifacts that leaders can act on in meetings and follow through across a school or district. McREL International operationalizes this link by connecting leadership actions to structured classroom walkthrough protocols and the feedback routines that drive teacher next steps.
TNTP adds a structured translation layer by converting walkthrough evidence into role-specific coaching actions using a consistent practice cycle. Providers like Cognia shift the organizing frame toward evaluation workflows that map findings to accreditation-aligned improvement actions through repeatable team workflows. Other firms such as Mass Insight Education and Education Northwest emphasize facilitated data-team routines that convert assessment analysis into trackable instructional implementation plans and report-ready findings for leadership.
School Consulting capabilities that drive measurable instructional change
School consulting in K-12 succeeds when evidence turns into teacher-ready next steps and leadership-ready follow-through, not when findings remain descriptive. The providers below connect walkthrough or evaluation evidence to structured coaching, facilitation, and improvement workflows that leaders can keep running after the engagement.
The strongest differences show up in how walkthrough evidence becomes coaching actions, how data-team facilitation becomes an implementation plan, and how whole-school evaluation outputs translate into recurring decision checkpoints.
Classroom walkthrough-to-coaching feedback loops
McREL International links leadership actions to structured classroom walkthrough protocols and feedback routines that produce consistent teacher next steps. TNTP converts walkthrough evidence into role-specific coaching actions using a structured practice cycle.
Observation protocols embedded into coaching cycles
New Teacher Center embeds observation protocols and feedback routines into coaching cycles so instructional practice stays the central unit of change. Leading Educators pairs standardized instructional walkthrough and observation protocols with action monitoring to close the loop.
Whole-school evaluation workflows that map to improvement actions
Cognia runs consulting engagements that connect evaluation evidence to accreditation-aligned improvement actions through repeatable team workflows. McREL International also delivers whole-school evaluation reports built for concrete improvement planning actions.
Facilitated data-team routines that turn analysis into weekly actions
Mass Insight Education provides facilitated data-team workflow that converts assessment analysis into a trackable instructional implementation plan. Education Northwest combines whole-school evaluation with leadership workflows and uses facilitation for data-team routines and an implementation monitoring cadence.
Implementation monitoring cadence tied to governance and stakeholder checkpoints
Public Impact delivers implementation monitoring that turns improvement plans into recurring decision checkpoints for leaders and board governance. Bellwether couples whole-school evaluation findings to instructional leadership coaching and implementation monitoring artifacts.
Research-synthesis deliverables designed for board and leadership cycles
Hanover Research produces research-synthesis deliverables that convert evidence into governance-ready planning and evaluation artifacts. Public Impact focuses on guided improvement planning with evaluation-ready workflows rather than dashboard-first reporting.
Choose School Consulting by workflow fit, evidence cycle depth, and operational constraints
A district should select school consulting by matching the service delivery workflow to the current leadership capacity for scheduling, observation coverage, and follow-through. Several providers are consulting-heavy and depend on internal participation, while others keep the engagement focused on structured coaching cadence.
The decision hinges on whether the district wants coaching cycles driven by walkthrough protocols, facilitated data-team implementation planning, or accreditation-aligned evaluation workflows that culminate in board-ready improvement action steps.
Pick walkthrough-to-coaching conversion depth as the primary workflow
Choose McREL International if leadership actions must connect directly to structured classroom walkthrough protocols and feedback routines that drive teacher next steps. Choose TNTP if walkthrough evidence must translate into role-specific coaching actions using a consistent practice cycle.
Select the coaching unit of change: teacher observation cycles versus evaluation workflows
Choose New Teacher Center when sustained instructional coaching cycles must keep observation protocols and feedback routines at the center of the change model. Choose Cognia when whole-school evaluation evidence must map to accreditation-aligned improvement actions through repeatable team workflows.
Match data-team facilitation to the district’s need for trackable implementation plans
Choose Mass Insight Education when assessment analysis must become a trackable instructional implementation plan through facilitated data-team meetings. Choose Education Northwest when whole-school evaluation plus leadership workflows must support sustained instructional follow-through through an implementation monitoring cadence.
Account for internal bandwidth and consultant scheduling constraints
Choose Hanover Research if governance-ready research-synthesis deliverables matter more than rapid hands-on facilitation during short cycles. Choose Public Impact if leaders can sustain active participation to keep improvement plans aligned to reality during recurring decision checkpoints.
Plan implementation monitoring cadence as a governance deliverable
Choose Public Impact when board and stakeholder engagement must be supported with structured facilitation and concrete leader checkpoints. Choose Bellwether when whole-school evaluation framing must translate into measurable implementation steps supported by faculty coaching tied to walkthrough protocols.
Who should buy School Consulting services and why
K-12 leaders should buy school consulting when internal teams need a structured way to convert evidence into coaching, facilitation, and whole-school improvement actions. The right provider depends on whether the district’s bottleneck is instructional execution, data-team decision quality, or governance-ready follow-through.
The providers below map to different operating styles, including coaching-cycle models, accreditation-aligned evaluation workflows, and implementation-monitoring facilitation designed for leaders and boards.
District instructional leaders who need walkthrough-driven coaching routines
McREL International fits when instructional practice change requires leadership action tied to structured classroom walkthrough protocols and feedback routines. TNTP fits when walkthrough evidence must drive role-specific coaching actions with a consistent practice cycle.
School teams seeking sustained instructional coaching with observation protocols at the core
New Teacher Center fits when coaching cycles must embed observation protocols and feedback routines as the central unit of change across schools. Leading Educators fits when improvement planning and leadership routines require documented follow-up tied to standardized walkthrough protocols.
Districts that must align improvement planning to accreditation expectations
Cognia fits when whole-school evidence review and improvement actions must align to accreditation expectations using repeatable team workflows. Education Northwest fits when the district needs whole-school evaluation paired with leadership workflows that support sustained instructional follow-through.
Teams that need facilitated data-team workflows that create weekly instructional actions
Mass Insight Education fits when leaders require curriculum audit outputs and standards alignment decisions that map explicitly to pacing adjustments and implementation planning. Education Northwest fits when data-team routines must be paired with implementation monitoring cadence for change follow-through.
Boards and leaders that need recurring checkpoints during plan execution
Public Impact fits when guided improvement planning must include implementation monitoring checkpoints for leaders and board governance. Bellwether fits when guided evaluation and leadership coaching must move school plans into execution using whole-school evaluation findings tied to measurable implementation steps.
Common pitfalls when buying School Consulting services
Many district failures in school consulting come from mismatching the engagement workflow to internal operating capacity. Others come from assuming the service will function like a software product when the delivery model is facilitation- and coaching-dependent.
The pitfalls below show up repeatedly in how providers require scheduling discipline, internal data availability, or active leader participation to keep improvement actions aligned to classroom reality.
Buying for dashboards when the engagement depends on coaching cycles and walkthrough coverage
McREL International is built around coaching cycles and classroom walkthrough expectations, so districts with limited scheduling commitment will see weaker conversion into teacher next steps. New Teacher Center and Leading Educators also rely on sustained leadership and schedule alignment for coaching cadence.
Treating onsite facilitation as optional when data-team workflow success requires dedicated internal owners
TNTP’s onsite facilitation model can strain capacity without dedicated internal owners that own follow-through after walkthrough evidence is collected. Mass Insight Education similarly depends on consistent internal data availability and schedule discipline for data-team meeting outcomes.
Assuming accreditation-aligned evaluation is the same as instructional coaching without a disciplined workflow
Cognia requires disciplined internal scheduling to keep evaluation, evidence, and follow-through aligned to accreditation-driven improvement actions. Education Northwest can deliver research-based evaluation plus coaching and implementation follow-through, but it remains consulting-first rather than an automation-first operating model.
Expecting recurring governance checkpoints without leader participation
Public Impact requires active leader participation to keep improvement plans aligned to reality during implementation monitoring. Bellwether also depends on consultant availability and active internal participation to sustain the implementation monitoring cadence.
How We Selected and Ranked These Providers
We evaluated McREL International, TNTP, New Teacher Center, Cognia, Mass Insight Education, Education Northwest, Hanover Research, Leading Educators, Public Impact, and Bellwether on feature coverage, operational ease for K-12 leaders, and overall value for evidence-to-action work. Features counted for 40 percent of the score because the category depends on walkthrough-to-coaching cycles, data-team facilitation, and whole-school evaluation workflows that leaders can run.
Ease and value each counted for 30 percent because scheduling discipline and internal participation shape whether improvement planning artifacts turn into implementation monitoring. McREL International ranked highest because coaching cycles connect leadership actions to structured classroom walkthrough protocols and feedback routines that translate into concrete improvement planning actions.
Frequently Asked Questions About School Consulting
Which provider approach fits a district that needs board-ready improvement planning artifacts?
How do engagements differ when district teams need whole-school evaluation rather than single-program feedback?
When consulting requires instructional leadership coaching, which providers treat walkthroughs as recurring operating routines?
What breaks if a school leadership team cannot commit to structured participation during the consulting cycle?
How do providers handle curriculum audit work when district teams need standards alignment tied to assessment analysis?
Which providers are better for facilitation of data-team routines that drive ongoing implementation monitoring?
What tradeoff exists between research-led evaluation reporting and implementation monitoring guidance during the engagement?
How should teams plan onboarding when consulting includes stakeholder engagement and governance-facing deliverables?
How do providers differ when district leadership needs change management across multiple schools and initiatives?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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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