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Education LearningTop 10 Best Assessment Management Software of 2026
Top 10 assessment management software ranked by features and pricing. Side-by-side comparisons for teams evaluating Inspera Assessment, TAO, and iMocha.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
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Inspera Assessment is the best fit for institutions that need repeatable test construction, controlled delivery, and analysis across courses, whereas TAO works better for programs that want API-first, governed publishing and reusable assessment operations.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Inspera Assessment
End to end assessment workflow orchestration with configurable scoring and moderation that ties results back to item decisions.
Built for fits when institutions need repeatable test construction, controlled delivery, and analysis across many courses..
TAO
Editor pickTAO’s delivery and packaging workflow treats test runtime configuration as a first-class part of administration, not a side step.
Built for fits when assessment programs need controlled publishing, repeatable deployments, and governed content operations..
iMocha
Editor pickBuilt-in moderation queue that assigns reviewers and standardizes rubric-based scoring across repeated assessments.
Built for fits when teams need repeatable assessments with moderation workflows and automated result handoff..
Comparison Table
Inspera Assessment
enterpriseInspera Assessment supports secure digital exams, online proctoring, grading, and accessibility controls.
End to end assessment workflow orchestration with configurable scoring and moderation that ties results back to item decisions.
Inspera Assessment is built around assessment configuration, item reuse, and controlled release of test sessions, which helps institutions run large numbers of exams with repeatable structure. Authoring supports templates for consistent test construction and scoring setup, and it pairs with structured results analysis for item and cohort review. Automated scoring and moderation workflows reduce manual grading load when rubric-based or partial-credit designs are used.
A key tradeoff is that deeper workflows depend on the institution’s setup choices for items, tests, and scoring rules, which can add time before the first live session. It fits best when an organization needs repeated assessments across terms and wants controlled delivery plus reporting that supports item-level decisions.
- +Assessment blueprinting and reusable forms support consistent exam construction
- +Automated scoring workflows reduce manual grading across large cohorts
- +Security controls cover browser test sessions and remote proctoring integration
- +Results analysis supports item and cohort review for iterative improvement
- –Complex scoring rules require careful upfront configuration and staff training
- –Some advanced moderation workflows depend on role setup and process design
- –Custom integrations can require engineering effort for edge case data flows
- –Large item libraries demand disciplined naming and lifecycle governance
Assessment operations teams
Run recurring exams with governance
Repeatable sessions with fewer errors
Program directors
Align assessments to learning objectives
Clear alignment evidence
Show 2 more scenarios
Educators and moderators
Apply rubric grading with moderation
More consistent grading
Use configurable scoring and moderation workflows to manage exceptions and ensure consistent scoring.
IT and assessment platform admins
Integrate rosters and permissions
Lower administrative overhead
Manage user access and course rosters so students receive the correct test sessions.
Best for: Fits when institutions need repeatable test construction, controlled delivery, and analysis across many courses.
TAO
API-firstTAO provides open-source assessment authoring, delivery, scoring, and interoperability tools.
TAO’s delivery and packaging workflow treats test runtime configuration as a first-class part of administration, not a side step.
TAO provides a full assessment lifecycle with authoring, item organization, test assembly, and delivery orchestration, so teams can manage both formative and summative flows within one system. The automation surface is geared toward repeatable test packaging and deployment behavior rather than only manual content editing, which helps when multiple versions of a test must be managed. TAO also supports integration scenarios like identity and roster connections so delivery can align with operational enrollment processes.
A tradeoff is that TAO’s depth pushes more configuration work onto administrators than tools focused only on quiz creation. TAO fits best when assessments require controlled publishing and consistent runtime behavior across many learners, such as multi-class districts managing repeated test administrations.
- +End-to-end test workflow from authoring to delivery configuration
- +Reusable test components to manage multiple versions consistently
- +Automation hooks for repeatable packaging and administration runs
- +Integration-friendly design for roster and identity aligned delivery
- –Operational configuration takes more administrator effort than basic quiz tools
- –Psychometric and advanced analytics depth depends on enabled components
- –Complex governance workflows require careful content and publication discipline
- –Customization often needs technical support for deeper integrations
K to 12 assessment teams
Administering repeated district-wide tests
Consistent administration and version control
Higher education testing offices
Managing multi-course assessment deliveries
Faster standardized test operations
Show 2 more scenarios
Corporate compliance assessment owners
Governed certification and reassessment
Audit-ready operational consistency
Governed publishing workflows help maintain consistent delivery requirements for regulated training cycles.
Assessment technology teams
Building custom delivery integrations
Reduced manual administration work
Engineering teams can connect identity, enrollment, and delivery controls through TAO’s automation and integration points.
Best for: Fits when assessment programs need controlled publishing, repeatable deployments, and governed content operations.
iMocha
enterpriseiMocha provides skills assessments, test authoring, analytics, and talent evaluation workflows.
Built-in moderation queue that assigns reviewers and standardizes rubric-based scoring across repeated assessments.
iMocha supports structured assessments that can combine item banks, rating rubrics, and automated scoring for repeatable evaluations at scale. Workflow design emphasizes moderation, reviewer assignment, and controlled publication of results for hiring or performance processes. The automation and reporting surface centers on results visibility, export-ready outcomes, and review queues that reduce manual tracking after an assessment completes.
A tradeoff shows up when teams need advanced test design controls like blueprinting across learning objectives and complex scaling workflows. iMocha fits best for organizations that run frequent skills screenings or internal evaluations and need operational governance over who can manage assessments and review outcomes.
- +Strong reviewer moderation workflow for consistent scoring
- +Automated result packaging for faster downstream decisioning
- +Role-based controls for managing assessment operations
- +Repeatable assessment templates for high-throughput screening
- –Limited depth for advanced blueprinting across learning objectives
- –Psychometric analysis tooling is not geared for scaling-heavy teams
- –Test design controls can feel less granular than specialized systems
- –Complex workflows may require process discipline for governance
Talent acquisition operations teams
Moderated skills screening at scale
Faster hiring decisions
Learning and development teams
Internal readiness assessments with rubrics
More consistent evaluation
Show 1 more scenario
Assessment program managers
Governed assessment lifecycle operations
Reduced operational risk
Uses user roles to control who edits assessments and who approves results for release.
Best for: Fits when teams need repeatable assessments with moderation workflows and automated result handoff.
ClassMarker
SMBClassMarker supports online test creation, automated grading, certification, and result management.
Built-in test randomization tied to bank selection, supporting repeatable forms without custom scripting.
ClassMarker is an assessment management tool built around browser-based test creation and delivery.
It provides question banks, test templates, and scoring workflows designed for repeatable assessments across cohorts.
Item randomization and blueprint-style planning help maintain coverage goals while varying question selection.
Results reporting supports item and test level review for classroom and training programs.
- +Browser-based test authoring with inline question editing
- +Question bank supports reuse across multiple tests
- +Automatic scoring workflows reduce manual grading effort
- +Randomized question selection for consistent coverage
- –Advanced psychometric tooling is limited for IRT depth workflows
- –Accommodation handling is less granular than enterprise education suites
- –Automation options rely more on built-in features than extensible API
Best for: Fits when schools and training teams need repeatable assessments with randomization and fast scoring.
TestInvite
SMBTestInvite provides online assessments, candidate management, reporting, and remote proctoring.
Campaign-based candidate invitations tied to attempt scheduling and controlled access across test releases.
TestInvite organizes assessments around test campaigns that generate candidate invites and coordinate participation.
The core delivery workflow emphasizes attempt scheduling, controlled access, and submission handling for operational teams.
Results review centers on grading outcomes and review flow rather than deep psychometric tooling.
Admin capabilities focus on managing participants and test configuration for repeatable releases.
- +Invite-based delivery workflow reduces manual coordination for test attempts
- +Admin controls support managing test access and participant status per campaign
- +Results views support operational review of submissions and scoring outcomes
- +Configuration options cover common delivery and attempt constraints
- –Limited visibility into psychometric-grade analysis and scaling workflows
- –Question-level governance and item lifecycle controls feel narrower than specialist item banks
- –Advanced automation and API extensibility are less evident than integration-first competitors
- –Complex blueprints and standards mapping may require more manual handling
Best for: Fits when teams need campaign-driven assessments with invite workflows and practical grading review.
TestGorilla
SMBTestGorilla provides pre-employment tests, candidate screening, score reports, and assessment templates.
TestGorilla blueprint alignment and item reuse workflow helps standardize assessments across hiring cohorts without custom tooling.
TestGorilla is an assessment management product geared toward structured hiring and talent evaluation, with workflows that focus on building consistent tests and running them at scale. Its core capabilities center on assessment authoring, question banks, and blueprint-style alignment to learning objectives so teams can keep content organized across hiring cohorts.
TestGorilla also supports result review and analysis workflows that help stakeholders interpret candidate performance alongside the test design. Administration features include user controls for managing access and test visibility within recruiting and HR operations.
- +Blueprint-driven test creation keeps assessments aligned across roles
- +Question bank supports reuse of items across multiple tests
- +Candidate results include structured breakdowns for reviewer decisions
- +Admin controls limit access to tests, reports, and reporting views
- –Integration options may require workarounds for uncommon HR systems
- –Moderation workflows can feel light for complex item review chains
- –Advanced psychometrics depth is limited compared with specialist suites
- –Automation coverage is narrower for multi-stage assessment orchestration
Best for: Fits when recruiting teams need repeatable assessments with item reuse and controlled publishing for structured hiring.
Questionmark
enterpriseQuestionmark manages secure assessments, item banks, delivery, scoring, and reporting.
Guided item and blueprint workflows that enforce construction constraints while supporting online delivery and controlled item reuse.
Questionmark differentiates itself with assessment delivery and management built around item-level control for test construction and secure online delivery. Core capabilities cover assessment authoring, test blueprints, item banking workflows, and scoring configurations that support multiple item types and rubrics.
It also supports administration features like roster management, role-based access, and audit visibility for operations. Integration options focus on connecting assessment results to external systems through APIs and enterprise authentication patterns.
- +Item-level workflows support controlled test construction and reuse
- +Scoring configuration supports more than simple right or wrong items
- +Audit visibility supports governance during authoring and delivery operations
- +API support enables results and assessment metadata synchronization
- –Advanced configuration for secure delivery can require dedicated admin time
- –Complex moderation workflows need careful process design
- –Blueprint complexity can slow changes when blueprints are heavily constrained
- –Some integrations depend on IT work for authentication and data mapping
Best for: Fits when organizations need item-controlled assessment authoring with governed online delivery and audit visibility.
HackerRank
vertical specialistHackerRank evaluates technical candidates through coding tests, interviews, and skills assessments.
Automated execution and scoring for coding challenges inside structured assessment runs.
HackerRank combines assessment authoring with a large bank of programming problems and coding interview-style test formats, which differentiates it from tools that focus only on exam workflows. The service supports creating challenges, configuring execution requirements, and collecting automated results for coding responses.
It also fits environments that need structured technical screening and repeated candidate assessments using consistent templates. Integration support centers on syncing rosters and pushing results into hiring and learning workflows.
- +Strong coding-question formats with automated scoring execution
- +Item-like reuse via existing problem library and templates
- +Workflow fit for technical screening and recurring assessments
- +Results are structured for downstream review and reporting
- –Assessment design is less suited to complex rubric moderation
- –Item banking and randomization controls are limited for exam-grade blueprints
- –Security and proctoring options are not a core centerpiece for test rooms
- –Complex administration can require coordination across multiple settings
Best for: Fits when teams need repeatable coding assessments with automated scoring and consistent delivery.
ExamSoft
vertical specialistExamSoft supports secure exam authoring, offline delivery, grading, analytics, and accreditation workflows.
Exam session management that coordinates secure delivery with candidate targeting and post-exam analytics in one operational workflow.
ExamSoft manages high-stakes exam delivery with a workflow that ties together secure test-taking and post-exam results handling. It supports assessment authoring and publishing workflows that coordinate forms, rosters, and candidate access for both in-person and remote settings.
Reporting and analytics focus on item and test performance views that support review and moderation cycles. Admin tooling centers on configuration control, user governance, and operational auditability for exam sessions.
- +Session workflow ties exam publishing, roster targeting, and secure candidate access
- +Results reporting supports item review and moderation oriented examination cycles
- +Operational admin controls cover user governance and exam configuration
- +Remote-capable delivery supports controlled test sessions for offsite candidates
- –Authoring and test build workflows can require training to stay configuration-safe
- –Integration options depend heavily on institutional identity and roster sources
- –Automation depth is limited for custom operational steps beyond the core session workflow
- –Deep reporting often requires consistent item blueprinting discipline
Best for: Fits when institutions need secure exam session control plus item-level reporting for recurring assessments.
FlexiQuiz
SMBFlexiQuiz enables branded quizzes, exams, surveys, automated scoring, and detailed reports.
Built-in question randomization lets one assessment blueprint generate varied question sequences per learner.
FlexiQuiz targets teams that need end-to-end assessment workflows from authoring through delivery and reporting. It supports creating question sets, assigning assessments to rosters, and using question randomization to reduce form predictability.
Reporting emphasizes item-level and learner-level results so educators can review performance after a run. Admin workflows focus on organizing assessments and managing access for people involved in test creation and delivery.
- +Assessment creation flows connect from build to assignment without extra tooling
- +Question randomization supports multiple versions from the same assessment shell
- +Results view supports reviewing learner performance after test completion
- +Assignment and roster handling reduces manual coordination overhead
- –Moderation workflows for collaborative item review are limited versus larger suites
- –Automation depth for external systems integration and provisioning feels minimal
- –Advanced psychometric analysis coverage appears narrower than enterprise vendors
- –Operational governance features like detailed audit trails are not strong
Best for: Fits when schools or small programs need reliable online assessments with randomization and straightforward results review.
Conclusion
After evaluating 10 education learning, Inspera Assessment 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 assessment management software
This buyer's guide compares Inspera Assessment, TAO, iMocha, ClassMarker, TestInvite, TestGorilla, Questionmark, HackerRank, ExamSoft, and FlexiQuiz for assessment management software workflows. Each tool card emphasizes a different operational core, such as Inspera Assessment workflow orchestration with configurable scoring and moderation or TAO delivery packaging as a governed administration step.
The comparison favors integration depth, automation and API surface, and admin controls like role-driven moderation, test construction constraints, and session or access governance. The tools covered also vary in how much item control and blueprint discipline they enforce at authoring time versus at delivery time.
Assessment management software for governed test creation, delivery control, and result workflows
Assessment management software manages assessment authoring through test construction constraints, controlled delivery configuration, and end-to-end result workflows. It typically connects question banks to test blueprinting, scoring rules, moderation steps, and downstream reporting so programs can run repeatable assessments without manual coordination.
Inspera Assessment anchors orchestration by tying configurable scoring and moderation back to item decisions across many courses. TAO focuses on treating delivery and packaging configuration as part of administration so governed publishing and repeatable deployments stay consistent across test versions.
Governed assessment execution: scoring, moderation, and test delivery controls
Assessment management tools separate assessment quality from delivery risk by tying scoring configuration to item decisions and by running moderation workflows on a repeatable path. These capabilities also affect operational throughput because review, publishing, and results handoff must behave consistently across multiple courses, cohorts, and test versions.
End-to-end assessment workflow orchestration
Inspera Assessment connects blueprinting, configurable scoring, and moderation back to item decisions for repeatable outcomes across many courses. TAO runs authoring to delivery configuration as a governed publishing step so deployments stay consistent across test releases.
Moderation queues and rubric-based reviewer workflows
iMocha includes a built-in moderation queue that assigns reviewers and standardizes rubric-based scoring. Inspera Assessment also supports moderation that ties results back to item decisions, which reduces drift between item review and score outputs.
Test construction reuse and blueprint alignment
TestGorilla uses blueprint-driven creation and item reuse to keep assessments aligned across hiring cohorts without custom tooling. Questionmark enforces guided item and blueprint workflows that maintain construction constraints with governed online delivery.
Randomization tied to bank selection and assessment versions
ClassMarker provides built-in test randomization tied to bank selection so repeatable forms do not require custom scripting. FlexiQuiz generates varied question sequences per learner from a single assessment blueprint using built-in randomization.
Governed delivery packaging and repeatable deployment configuration
TAO treats delivery and packaging workflow as first-class administration so runtime configuration is governed like content operations. TestInvite uses campaign-based invitations tied to attempt scheduling and controlled access across test releases.
Secure session and candidate targeting operations
ExamSoft coordinates secure exam sessions with roster targeting and post-exam item review reporting in one operational workflow. Inspera Assessment centers moderation and scoring tied to item decisions, which supports recurring assessment cycles with controlled outcomes.
Automation depth for specialized assessment formats
HackerRank runs automated execution and scoring for coding challenges inside structured assessment runs. iMocha pairs moderation workflows with automated result packaging so downstream decisioning can consume results faster.
Choose by workflow philosophy: orchestration, governed publishing, or focused automation
Assessment management software can be organized around three operational philosophies: orchestration that runs end-to-end scoring and moderation, governed publishing that treats delivery configuration as controlled administration, or workflow automation tuned to specialized assessment formats. The decision framework below maps selection criteria to the highest-impact differences visible in the listed tools: configuration depth, moderation control, reuse discipline, randomization behavior, and operational governance scope.
Pick an orchestration-first workflow when scoring outcomes must track item decisions
Choose Inspera Assessment when the program needs configurable scoring and moderation that ties results back to item decisions across many courses. Choose Questionmark when construction constraints must be enforced by guided item and blueprint workflows with governed online delivery.
Treat delivery configuration as a governed publishing step when test versions must stay consistent
Choose TAO when delivery and packaging workflow must treat test runtime configuration as part of administration with reusable test components. Choose TestInvite when campaign-based invitations must control attempt scheduling and access across test releases.
Select moderation-first tools when reviewer throughput and rubric standardization drive outcomes
Choose iMocha when a built-in moderation queue must assign reviewers and standardize rubric-based scoring across repeated assessments. Choose Inspera Assessment when moderation workflows must connect directly to scoring rules tied to item decisions.
Use randomization-by-design tools when repeatability requires variability without custom scripting
Choose ClassMarker when randomization must be tied to bank selection for repeatable forms with controlled variation. Choose FlexiQuiz when one blueprint must generate varied question sequences per learner with built-in randomization.
Choose specialization for automation-heavy assessment formats rather than general exam authoring
Choose HackerRank when automated execution and scoring for coding challenges must run inside structured assessment runs. Choose ExamSoft when secure exam session management and post-exam item reporting must coordinate with candidate targeting.
Prefer reuse and blueprint alignment for structured roles and recurring cohorts
Choose TestGorilla when blueprint alignment and item reuse must standardize assessments across hiring cohorts with controlled publishing. Choose ClassMarker when browser-based authoring with question bank reuse supports fast scoring and consistent item reuse across multiple tests.
Who assessment management should fit best
Assessment teams usually buy for two outcomes: repeatable assessment construction and operational control over delivery, scoring, and moderation. The tools listed here target different operating units, so fit depends on whether the program needs end-to-end orchestration, governed publishing, or specialized automation.
Universities and multi-course assessment programs running recurring exams
Inspera Assessment supports repeatable test construction and analysis across many courses by connecting configurable scoring and moderation back to item decisions. ExamSoft supports secure exam session control plus item-level reporting for recurring assessment cycles.
Instructional designers and testing offices standardizing construction constraints
Questionmark provides guided item and blueprint workflows that enforce construction constraints while supporting governed online delivery and controlled item reuse. TestGorilla provides blueprint-driven test creation that keeps assessments aligned across roles using item reuse.
Teams that need reviewer throughput with standardized rubric-based scoring
iMocha includes a built-in moderation queue that standardizes rubric-based scoring by assigning reviewers for repeatable moderation operations. Inspera Assessment also supports moderation workflows tied to scoring configuration, which reduces grading drift.
Programs managing multiple test versions and governed delivery configuration
TAO treats delivery and packaging workflow as first-class administration so runtime configuration and reusable components stay consistent. TestInvite manages candidate access through campaign-based invitations tied to attempt scheduling and controlled test releases.
Recruiting and HR teams running cohort-based assessments
TestGorilla standardizes assessments across hiring cohorts through blueprint alignment and item reuse. TestGorilla moderation workflows can feel light for complex item review chains, so the program needs a clear review process design.
Common ways teams select the wrong assessment management model
Wrong-fit selections usually come from assuming that all tools treat scoring, moderation, and delivery configuration with the same governance depth. Other mistakes happen when randomization, moderation, or secure delivery requirements are underestimated relative to administrator effort and workflow complexity.
Selecting based on authoring ease while underestimating the scoring configuration effort
Inspera Assessment supports configurable scoring and moderation tied to item decisions, so complex scoring rules require careful upfront configuration and staff training. Choose TAO or Questionmark only when the team can support the governance workflow needed for consistent scoring and delivery configuration.
Assuming advanced analytics and psychometrics work out-of-the-box at scale
iMocha’s psychometric analysis tooling is not geared for scaling-heavy teams, so teams needing deep scaling workflows must validate analytics fit. ClassMarker has limited IRT depth workflows, so exam-grade IRT pipelines require additional validation of capability coverage.
Overlooking the operational admin time needed for secure delivery configuration
Questionmark notes that advanced configuration for secure delivery can require dedicated admin time, so provisioning and governance tasks must be resourced. ExamSoft supports secure exam session workflows, but authoring and test build workflows can require training to stay configuration-safe.
Choosing a tool with randomization but then expecting item governance controls to match exam-grade expectations
ClassMarker provides built-in randomization tied to bank selection, but advanced psychometric tooling is limited for IRT depth workflows. FlexiQuiz supports blueprint-driven randomization, but moderation workflows for collaborative item review are limited versus larger suites.
Buying a specialized platform for a general exam workflow without validating moderation and blueprint depth
HackerRank focuses on automated execution and scoring for coding challenges, and assessment design is less suited to complex rubric moderation. TestGorilla supports blueprint alignment and item reuse for hiring cohorts, but integration options may require workarounds for uncommon HR systems.
How We Selected and Ranked These Tools
We evaluated Inspera Assessment, TAO, iMocha, ClassMarker, TestInvite, TestGorilla, Questionmark, HackerRank, ExamSoft, and FlexiQuiz across features, ease, and value with features carrying 40%, and ease and value carrying 30% each. Features emphasized workflow orchestration that connects assessment construction to configurable scoring and moderation, with Inspera Assessment scoring highest on orchestration and moderation that ties results back to item decisions.
We gave additional weight to moderation queue behavior, test construction reuse and blueprint alignment, and delivery packaging workflows that keep test runtime configuration governed. Inspera Assessment ranked first because it combined end-to-end assessment workflow orchestration with configurable scoring and moderation and because it supported repeatable construction, controlled delivery, and analysis across many courses.
Frequently Asked Questions About assessment management software
How do Inspera Assessment and Questionmark handle item banking reuse across repeat test runs?
Which tools treat delivery runtime configuration as an administrative workflow stage rather than a publishing afterthought?
How does roster synchronization work in practice across HackerRank, Inspera Assessment, and ExamSoft?
What tradeoff appears when teams need item-level control versus campaign-level operational workflows?
Which platforms support API-based integrations or enterprise authentication patterns for automation and identity wiring?
How do moderation workflows differ between iMocha and Inspera Assessment?
When remote proctoring and browser lockdown are required, which tools cover them in the assessment delivery layer?
Where does question randomization fit in the workflow, and what breaks if it is expected during authoring only?
How do admin controls and RBAC map onto audit visibility in Questionmark and ExamSoft?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Education LearningTop 10 Best Assessment Software of 2026
- Education LearningTop 10 Best Student Assessment Software of 2026
- Technology Digital MediaTop 10 Best Network Assessment Software of 2026
- Employment WorkforceTop 10 Best 360 Assessment Software of 2026
- Education LearningTop 10 Best After School Management Software of 2026
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