US BUYER’S GUIDE · 8 PRODUCTS

Benefits administration

Will this system improve benefits enrollment and reconciliation for our actual workforce?

US enrollment, payroll deductions, plan access, and benefits reporting.

Research desk · Oct 20, 2026 · Methodology

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Highest documented score first. Fit adds up the 28 feature checks below, including AI, across documented plans. Entry price does not include every capability. Unknown evidence appears as a range.

Product / good fit for	Pricing context	Documented fit	Next step
Gusto Small US employers that want payroll and benefits in one operational workflow.	$49.00monthly base + $6/personSimple	68–100/100 documented fit 68% evidence coverage	Full research →
Rippling Companies that need workflows and reporting across several employee-related systems.	Custom quoteper employee/month plus base and modulesConfigured platform	64–100/100 documented fit 64% evidence coverage	Full research →
Paychex Flex US employers that want payroll technology with configurable service support.	Custom quoteconfigured packagePaychex Flex	36–100/100 documented fit 36% evidence coverage	Full research →
Deel US companies coordinating domestic employees and an international workforce.	Custom quoteconfigured US payroll/HR packageUS payroll	32–100/100 documented fit 32% evidence coverage	Full research →
ADP Workforce Now US employers coordinating payroll and people operations across teams and locations.	Custom quoteconfigured subscriptionWorkforce Now	31–100/100 documented fit 31% evidence coverage	Full research →
OnPay Small employers wanting straightforward multistate payroll pricing.	$49.00monthly base + $6/workerPayroll Essentials	31–100/100 documented fit 31% evidence coverage	Full research →
Justworks Small employers comparing payroll-only service with a supported PEO arrangement.	$50.00monthly base + $8/employeePayroll	30–100/100 documented fit 30% evidence coverage	Full research →
BambooHR Growing employers building a coherent employee database and lifecycle process.	Custom quoteper employee/month or small-company flat feeCore / Pro / Elite	29–98/100 documented fit 31% evidence coverage	Full research →

BEYOND A FEATURE CHECKMARK

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28 weighted checks: core capabilities contribute 32 points and workflow depth contributes 68. AI is included at the weight shown for this category. Expand Evidence for scope and sources, or ask for the same demonstration from each supplier.

Show checksShowing fewer rows does not change the score.

Benefits administration features for all 8 products
Feature / base weight	Gusto 68–100/100 documented fit Core capabilities29.6–32 / 32 pts9/10 checks with established status Workflow depth38.5–68 / 68 pts8/18 checks with established status	Rippling 64–100/100 documented fit Core capabilities25.6–32 / 32 pts8/10 checks with established status Workflow depth38.4–68 / 68 pts8/18 checks with established status	Paychex Flex 36–100/100 documented fit Core capabilities25.6–32 / 32 pts8/10 checks with established status Workflow depth10.4–68 / 68 pts2/18 checks with established status	Deel 32–100/100 documented fit Core capabilities11.2–32 / 32 pts3/10 checks with established status Workflow depth20.8–68 / 68 pts4/18 checks with established status	ADP Workforce Now 31–100/100 documented fit Core capabilities16.8–32 / 32 pts5/10 checks with established status Workflow depth14.4–68 / 68 pts3/18 checks with established status	OnPay 31–100/100 documented fit Core capabilities20.8–32 / 32 pts6/10 checks with established status Workflow depth10.4–68 / 68 pts2/18 checks with established status	Justworks 30–100/100 documented fit Core capabilities22.4–32 / 32 pts7/10 checks with established status Workflow depth7.2–68 / 68 pts2/18 checks with established status	BambooHR 29–98/100 documented fit Core capabilities12.8–29.6 / 32 pts5/10 checks with established status Workflow depth16–68 / 68 pts4/18 checks with established status
Core capabilityOnline employee enrollment4 points · Let employees make benefit elections electronically.	Supported4 / 4 pts Evidence Employee benefit enrollment is documented. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence The benefits product supports employee enrollment. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Employee self-service enrollment is documented. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Benefit enrollment is available through the selected employment service. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Benefits enrollment administration is documented. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Employee and dependent enrollment is documented. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Employee enrollment is supported. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Employee enrollment workflows are documented. Official documentation · Oct 15, 2026Source
Core capabilityLife-event changes4 points · Process benefit changes outside open enrollment following a life event.	Supported4 / 4 pts Evidence Life-event administration is documented. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish life-event changes at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish life-event changes at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish life-event changes at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence Mobile benefits tools support life-event updates. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish life-event changes at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence Life-event support is documented. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish life-event changes at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Depth checkEligibility groups and rules5.6 points · Apply benefit eligibility or waiting-period rules to defined employee groups. Ask for a demonstration Show how a new hire becomes eligible while an ineligible worker is excluded. A scenario to run with the supplier; not a completed product test.	Supported5.6 / 5.6 pts Evidence Employment-status changes affect eligibility and trigger enrollment invitations or carrier updates. Official documentation · Oct 15, 2026Source	Supported5.6 / 5.6 pts Evidence Administrators configure waiting periods and benefit contribution schemes. Official documentation · Oct 15, 2026Source	Supported5.6 / 5.6 pts Evidence Benefit-specific custom fields and eligibility rules determine a worker’s plan eligibility. Official documentation · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: eligibility groups and rules. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: eligibility groups and rules. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: eligibility groups and rules. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: eligibility groups and rules. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: eligibility groups and rules. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Depth checkLife-event evidence and review6.4 points · Collect or review dependent or life-event information/documents before a benefit change is finalized. Ask for a demonstration Process a marriage or dependent change and show the supporting evidence and review step. A scenario to run with the supplier; not a completed product test.	Supported6.4 / 6.4 pts Evidence Brokers review life-event tasks and enrollment forms before carrier submission. Official documentation · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence Dependent proof-of-relationship documents are reviewed; uncertain cases route to a person. Official documentation · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: life-event evidence and review. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: life-event evidence and review. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence Evidence-of-insurability connections expose approved, denied and pending applications for review. Official documentation · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: life-event evidence and review. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: life-event evidence and review. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: life-event evidence and review. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Core capabilityBenefit deductions to payroll4 points · Send or apply benefit deductions in the connected payroll.	Supported4 / 4 pts Evidence Deductions connect directly to payroll. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Benefit deductions synchronize automatically with payroll. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Benefits connect to payroll deductions. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Payroll deduction connection depends on the employment/payroll package. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Benefits-to-payroll connection depends on module configuration. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Benefit deductions are automated. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence The benefits service applies payroll deductions. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Deduction connection requires subscribed payroll. Official documentation · Oct 15, 2026Source
Core capabilityElection changes to payroll4 points · Update payroll when benefit elections change.	Supported4 / 4 pts Evidence Benefit changes feed automatic payroll deductions. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Benefit changes update payroll through automatic synchronization. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Enrollment data synchronizes with payroll. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish election changes to payroll at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish election changes to payroll at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence Enrollment and payroll deduction data are connected. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish election changes to payroll at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed documentation does not establish election changes to payroll at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Depth checkEffective-dated deduction updates5.6 points · Apply benefit-election changes to payroll according to effective dates. Ask for a demonstration Change coverage mid-month and show the intended first payroll deduction. A scenario to run with the supplier; not a completed product test.	Supported5.6 / 5.6 pts Evidence The broker confirms the effective date before deductions start on the next payroll. Official documentation · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: effective-dated deduction updates. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed help covers benefit pay frequency and eligibility override dates, but does not establish effective-dated election changes flowing into payroll. Ask for that exact workflow. Not verified · Oct 15, 2026Source	Supported5.6 / 5.6 pts Evidence Benefit premiums can become recurring payroll items with scheduled start/end dates. Official documentation · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: effective-dated deduction updates. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: effective-dated deduction updates. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: effective-dated deduction updates. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–5.6 / 5.6 pts Evidence The reviewed evidence does not establish this advanced behavior: effective-dated deduction updates. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Depth checkRetroactive deduction correction6.4 points · Support retroactive benefit correction or catch-up deductions with a reviewable adjustment. Ask for a demonstration Correct a benefit election that was entered after payroll closed and show the adjustment. A scenario to run with the supplier; not a completed product test.	Supported6.4 / 6.4 pts Evidence Late carrier processing generates corrections to catch up missed deductions. Official documentation · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence Retroactive benefit changes generate adjustment previews before payroll. Official documentation · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: retroactive deduction correction. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence Retroactive stops require the payroll implementation manager; the documented service route supports correction. Official documentation · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: retroactive deduction correction. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported6.4 / 6.4 pts Evidence A run-specific voluntary-deduction override supports correction without changing the regular amount. Official documentation · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: retroactive deduction correction. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–6.4 / 6.4 pts Evidence The reviewed evidence does not establish this advanced behavior: retroactive deduction correction. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Core capabilityUS benefit-plan options3.2 points · Provide access to or administration of US employee benefit plans.	Supported3.2 / 3.2 pts Evidence Plan eligibility and available coverage apply. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Available benefits require employer plan configuration. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Coverage is supplied through the selected provider or agency. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence US PEO service provides benefit-plan options. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish us benefit-plan options at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Health-plan availability depends on the employer arrangement. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Available plans depend on location, carrier and service package. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish us benefit-plan options at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Core capabilityExisting broker or plan connection3.2 points · Document a route for retaining an existing broker or benefit arrangement.	Supported3.2 / 3.2 pts Evidence Broker integration eligibility and fees apply. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Broker connections depend on the configured arrangement. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence The benefits product documents using an existing provider. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish existing broker or plan connection at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish existing broker or plan connection at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Broker-of-record and existing-broker options are explicitly documented. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish existing broker or plan connection at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed documentation does not establish existing broker or plan connection at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Depth checkCarrier enrollment transmission4.8 points · Send enrollment data to a carrier through a documented connection or file workflow. Ask for a demonstration Follow one approved election from the system to the carrier, including a failed transfer. A scenario to run with the supplier; not a completed product test.	Supported4.8 / 4.8 pts Evidence Broker tasks support submitting enrollment forms and recording carrier confirmation. Official documentation · Oct 15, 2026Source	Supported4.8 / 4.8 pts Evidence Carrier/broker connections transmit enrollment changes without manual re-entry. Official documentation · Oct 15, 2026Source	Supported4.8 / 4.8 pts Evidence Benefits Administration connects enrollment administration to national and regional carriers. Official documentation · Oct 15, 2026Source	Supported4.8 / 4.8 pts Evidence Deel Payroll–US handles enrollment, contribution and deduction data for benefit providers. Official documentation · Oct 15, 2026Source	Supported4.8 / 4.8 pts Evidence Workforce Now supports carrier exchange by API or EDI, including eligibility and life events. Official documentation · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: carrier enrollment transmission. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: carrier enrollment transmission. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported4.8 / 4.8 pts Evidence Carrier connections send enrollment changes directly to supported providers. Official documentation · Oct 15, 2026Source
Depth checkDifferent plans or contributions by group4.8 points · Configure different benefit offers or employer contributions for eligible employee groups. Ask for a demonstration Give two eligible classes different contributions and show each employee’s enrollment view. A scenario to run with the supplier; not a completed product test.	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: different plans or contributions by group. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported4.8 / 4.8 pts Evidence Benefit contributions and waiting periods can be customized across employer entities. Official documentation · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: different plans or contributions by group. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: different plans or contributions by group. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: different plans or contributions by group. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: different plans or contributions by group. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: different plans or contributions by group. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4.8 / 4.8 pts Evidence The reviewed evidence does not establish this advanced behavior: different plans or contributions by group. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Core capabilityEnrollment visibility2.4 points · See employee enrollment or plan-election information.	Supported2.4 / 2.4 pts Evidence Administrators can review employee enrollment. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Shared benefits data is available to administrators. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Enrollment and eligibility are visible to administrators. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish enrollment visibility at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Benefits administration is connected to workforce information. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Employee and dependent enrollment records are administered. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Plan and enrollment information is available. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Benefits administrators can view enrollment information. Official documentation · Oct 15, 2026Source
Core capabilityBenefits reports or cost insight2.4 points · Produce benefit-related reports, dashboards or deduction/cost insights.	Supported2.4 / 2.4 pts Evidence Benefits reporting support is documented. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Shared benefit data can be used for reporting. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Benefits dashboards and advanced reports are documented. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish benefits reports or cost insight at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish benefits reports or cost insight at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish benefits reports or cost insight at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence Benefits insights are documented. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish benefits reports or cost insight at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source
Depth checkIncomplete-enrollment tracking3.2 points · Identify employees with missing elections or outstanding enrollment tasks. Ask for a demonstration Show a list of employees who have not completed enrollment and the next action for each. A scenario to run with the supplier; not a completed product test.	Supported3.2 / 3.2 pts Evidence Enrollment tasks expose in-progress and completed states for follow-up. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Enrollment tracking compares completion with deadlines and supports targeted reminders. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: incomplete-enrollment tracking. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: incomplete-enrollment tracking. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Enrollment dashboards and eligibility/enrollment activity reports track workforce completion. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: incomplete-enrollment tracking. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: incomplete-enrollment tracking. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: incomplete-enrollment tracking. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source
Depth checkExport enrollment or deduction details4 points · Export detailed enrollment, deduction or contribution rows for reconciliation. Ask for a demonstration Export election and deduction rows and reconcile one employee against payroll or a carrier bill. A scenario to run with the supplier; not a completed product test.	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: export enrollment or deduction details. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: export enrollment or deduction details. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: export enrollment or deduction details. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence Bulk payroll-contract editing downloads a CSV of recurring values for review and correction. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: export enrollment or deduction details. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence The payroll summary exports deduction/benefit rows with worker and department filters. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Custom payroll reports include deduction and employer-contribution detail; manual deductions are aggregated by type. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence Enrollment data can be exported to CSV or carrier reporting forms. Official documentation · Oct 15, 2026Source
Core capabilityAI benefits questions2.4 points · Ask AI questions about benefits, plan information or deductions.	Supported2.4 / 2.4 pts Evidence Gus answers benefits questions. Official documentation · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence AI can answer personalized benefit questions within existing permissions. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai benefits questions at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence HR and policy AI answers are documented, but benefit-plan-specific answer grounding was not established by the reviewed source. Not verified · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence ADP Assist provides HR and benefits guidance in the mobile experience. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai benefits questions at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence External AI assistants can query benefit deductions through MCP. Official documentation · Oct 15, 2026Source	Not supported0 / 2.4 pts Evidence The Employee Benefits Assistant is marked coming soon, rather than currently available. Official documentation · Oct 15, 2026Source
Core capabilityAI benefits administration help2.4 points · Use AI to prepare benefit materials, import rates or surface benefit-related operational signals.	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai benefits administration help at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai benefits administration help at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence WISE surfaces benefits eligibility signals. Official documentation · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai benefits administration help at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai benefits administration help at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai benefits administration help at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Not verified0–2.4 / 2.4 pts Evidence The reviewed documentation does not establish ai benefits administration help at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified · Oct 15, 2026Source	Supported2.4 / 2.4 pts Evidence AI prepares carrier-rate imports and enrollment guidance in subscribed benefits modules; open beta. Official documentation · Oct 15, 2026Source
Depth checkAI grounded in relevant benefit information3.2 points · Tie benefit answers to the employer’s actual plan, elections, deductions or approved benefit content. Ask for a demonstration Ask a plan-specific benefit question and show which approved information supports the answer. A scenario to run with the supplier; not a completed product test.	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: ai grounded in relevant benefit information. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Personalized AI benefit answers use permitted employee/benefit information. Official documentation · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: ai grounded in relevant benefit information. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: ai grounded in relevant benefit information. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: ai grounded in relevant benefit information. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–3.2 / 3.2 pts Evidence The reviewed evidence does not establish this advanced behavior: ai grounded in relevant benefit information. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence MCP exposes live deduction data to a compatible external AI assistant. Official documentation · Oct 15, 2026Source	Supported3.2 / 3.2 pts Evidence Enrollment guidance uses plan information, while rate import reads carrier documents; the separate year-round assistant is still coming soon. Official documentation · Oct 15, 2026Source
Depth checkHuman review or escalation of benefit AI4 points · Provide a documented human review or support escalation route for AI benefit guidance or changes. Ask for a demonstration Ask an ambiguous benefit question or request a change and show how a person reviews or resolves it. A scenario to run with the supplier; not a completed product test.	Supported4 / 4 pts Evidence Gus supports escalation to Gusto support rather than requiring reliance on the generated answer. Official documentation · Oct 15, 2026Source	Supported4 / 4 pts Evidence AI-proposed changes require human approval; unsupported actions are not performed. Official documentation · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human review or escalation of benefit ai. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human review or escalation of benefit ai. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human review or escalation of benefit ai. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human review or escalation of benefit ai. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Not verified0–4 / 4 pts Evidence The reviewed evidence does not establish this advanced behavior: human review or escalation of benefit ai. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified · Oct 15, 2026Source	Supported4 / 4 pts Evidence AI-prepared carrier rate imports require administrator review before import. Official documentation · Oct 15, 2026Source
Depth checkExplain the inputs behind an AI benefit recommendation2.5 points · Demonstrate “Explain the inputs behind an AI benefit recommendation” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Explain the inputs behind an AI benefit recommendation” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkAlert when a dependent approaches an eligibility age limit2.5 points · Demonstrate “Alert when a dependent approaches an eligibility age limit” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Alert when a dependent approaches an eligibility age limit” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkLock routine elections outside an enrolment window2.5 points · Demonstrate “Lock routine elections outside an enrolment window” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Lock routine elections outside an enrolment window” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Supported2.5 / 2.5 pts Evidence Routine benefit changes are limited to enrolment periods, with a separate route for qualifying life events. US Gusto-managed health benefit enrolment; qualifying life events and new-hire windows remain separate; not a claim about every benefit product. Official documentation · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkApply expiry or carry-over rules to unused allowances2.5 points · Demonstrate “Apply expiry or carry-over rules to unused allowances” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Apply expiry or carry-over rules to unused allowances” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkAllocate eligible lines of a mixed receipt2.5 points · Demonstrate “Allocate eligible lines of a mixed receipt” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Allocate eligible lines of a mixed receipt” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkSuppress small groups in anonymous usage reports2.5 points · Demonstrate “Suppress small groups in anonymous usage reports” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Suppress small groups in anonymous usage reports” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkIdentify merchants in benefit-wallet transactions2.5 points · Demonstrate “Identify merchants in benefit-wallet transactions” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Identify merchants in benefit-wallet transactions” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkFreeze and replace a lost benefit card2.5 points · Demonstrate “Freeze and replace a lost benefit card” with a sample record; show the result, permissions and required plan. Ask for a demonstration Demonstrate “Freeze and replace a lost benefit card” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source	Not verified0–2.5 / 2.5 pts Evidence This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source

WHAT WE MEASURE

The criteria behind the score.

The established 20 checks contribute 80 points. Eight new operational checks contribute 20 points. AI checks are included in their own group and are excluded when AI priority is set to zero. These assess documented capability scope, not measured performance. Adjust group priorities in the comparison tool.

See the complete calculation →

Enrollment workflows 20%
Employees need accurate enrollment and life-event workflows.
Payroll deduction sync 20%
Deductions must follow elections and effective dates.
Plans & broker options 16%
Existing broker and carrier relationships affect the switch.
Benefits visibility 12%
Administrators need to reconcile enrollment and costs.
AI benefits assistance 14.5%
AI explanations need plan grounding and clear limitations.
Operational detail 17.5%
Specific workflow, integration and control checks beyond the established rubric.

THE PRACTICAL BUYER’S GUIDE

How to choose benefits administration.

Benefits software, an insurance broker, a benefits marketplace, and a professional employer organization solve related but different problems. Start by deciding whether you want to retain existing plans and advisors, obtain new coverage, or change the employment-service arrangement. Then compare enrollment, employee explanations, payroll deductions, and reporting. A platform fee is not the insurance premium, and a nationwide provider name does not establish that a particular plan fits every employee's location. This category covers operational software and services rather than recommending insurance coverage. Bring the benefits administrator, payroll owner, and current advisor into the evaluation early enough to catch carrier, eligibility, and renewal constraints.

Compare the operating model before the interface

Ask each provider to identify precisely what it supplies: software, brokerage, administration, payroll, or a PEO arrangement. Establish who handles employee questions, carrier changes, and unresolved enrollment problems. If you want to keep your broker, verify that the specific relationship and plans can be supported and whether an additional fee applies. If you want new plans, request options for your real employee locations and eligibility groups. Treat a demo's sample medical plan as an interface example, not proof of availability. Make renewal timing part of the implementation plan so the software decision does not accidentally become an unplanned coverage change.

Test the difficult enrollment changes

Demonstrate a new hire, a qualifying change, a dependent update, a waived election, and a termination using anonymized examples. Follow each change through approval, effective date, payroll deduction, and the administrator's report. Ask how retroactive corrections are surfaced and how a mismatch is reconciled. Let an employee compare plans on a phone and find the relevant documents without help from the presenter. The system should reduce confusing handoffs, but your team still needs a clear owner for exceptions. Keep a list of the carrier connections and files involved rather than accepting the word integrated without checking the actual data flow.

Budget for the complete benefit operation

Separate platform and administration charges from premiums, employer contributions, advisor fees, and optional services. A per-benefits-eligible-employee charge can behave differently from a per-enrolled-participant charge; use the correct population in the comparison. Ask how employee-count changes and renewals affect billing. For AI assistance, require answers based on your current plan documents and a visible route to a person when the information is incomplete. Do not substitute a generated explanation for the official plan information. Distinguish features available now from a vendor's coming-soon employee assistant, and include that distinction in your final purchasing decision.

What changes the total cost?

Administration or PEO fees versus insurance premiums and employer contributions.
Existing broker integrations, participant charges, and optional services.
Carrier connections, renewal transitions, and payroll reconciliation work.

Where purchases go wrong

Treating benefits access as guaranteed coverage for every location.
Comparing PEO fees directly with software-only administration.
Accepting generic AI explanations without the relevant current plan documents.

Bring these questions to the demo

Can we retain our exact broker and plans, and at what cost?
Show a life-event change reaching the correct payroll deduction.
Who resolves a mismatch between enrollment and carrier records?
Which AI answers cite our documents, and how does an employee reach a person?

Questions buyers ask

Are premiums included in software pricing?

Usually the platform price and insurance costs are different items. Obtain a quote that separates each fee and contribution.

Is a PEO the same as benefits software?

No. It is a different service arrangement. Evaluate its responsibilities and contract separately from interface features.

Can we keep our existing benefits?

Some providers support transfers or broker connections, subject to eligibility and plan support. Verify your specific arrangement before committing.

Benefits administration

Compare the options.

Gusto

Rippling

Paychex Flex

Deel

ADP Workforce Now

OnPay

Justworks

BambooHR