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Sports RecreationTop 10 Best Ball Tracking Software of 2026
Compare the top 10 Ball Tracking Software options for training and games. Review picks and features to find the best fit.
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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Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
TeamSnap
Player availability and attendance tracking connected to scheduled practices and games
Built for sports teams tracking participation and outcomes for practices and games.
GameChanger
Instant game stats from tracked plays integrated into live scoring
Built for youth and amateur teams needing tracked play stats plus team management.
Hudl
Hudl’s ball tracking plus coaching workflow linkage through tagged video sessions
Built for teams using Hudl for video coaching that also want ball tracking context.
Related reading
Comparison Table
This comparison table evaluates ball tracking software used in youth and professional sports, including TeamSnap, GameChanger, Hudl, DigiTag, TrainHeroic, and other common platforms. It highlights key differences in tracking features, tagging and event workflows, analytics depth, and how each tool supports training and game review.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | TeamSnap Tracks team rosters, player availability, scheduling, and communications so ball sports clubs can manage practice and game participation in one place. | roster tracking | 8.2/10 | 8.4/10 | 8.6/10 | 7.5/10 |
| 2 | GameChanger Enables coaches to log player stats and game events with a ball-in-play workflow used heavily for youth baseball and softball scoring and tracking. | stats tracking | 8.1/10 | 8.4/10 | 7.8/10 | 7.9/10 |
| 3 | Hudl Supports video-driven sports analysis where teams can tag plays and track performance metrics for ball sport drills and game review. | video analytics | 7.6/10 | 7.3/10 | 8.1/10 | 7.4/10 |
| 4 | DigiTag Tracks ball and event interactions by capturing training sessions and generating searchable activity logs for sports practice assessment. | training tracking | 7.0/10 | 7.2/10 | 6.8/10 | 7.1/10 |
| 5 | TrainHeroic Centralizes workout programs and progress tracking so athletes can log practice work that feeds ball sports skill development. | training plans | 8.0/10 | 8.3/10 | 8.0/10 | 7.7/10 |
| 6 | MyFitnessPal Tracks nutrition and activity data to support athlete conditioning programs that complement ball sport training and performance monitoring. | athlete conditioning | 6.9/10 | 6.3/10 | 8.1/10 | 6.5/10 |
| 7 | Strava Tracks running and cycling workouts with GPS activity logs and performance summaries that support ball sport conditioning programs. | conditioning tracking | 7.2/10 | 7.1/10 | 7.8/10 | 6.6/10 |
| 8 | TeamUnify Manages youth sports communication, schedules, and player registration workflows that reduce friction in ball sport team operations. | youth sports ops | 7.3/10 | 7.8/10 | 7.2/10 | 6.9/10 |
| 9 | Sportlyzer Offers athlete and club management features that track training participation and performance records for sports programs. | club management | 7.2/10 | 7.3/10 | 7.0/10 | 7.3/10 |
| 10 | Spond Provides team communication and participation tracking with roster and event features used by ball sport clubs for practice and match logistics. | team communication | 7.2/10 | 7.2/10 | 7.6/10 | 6.7/10 |
Tracks team rosters, player availability, scheduling, and communications so ball sports clubs can manage practice and game participation in one place.
Enables coaches to log player stats and game events with a ball-in-play workflow used heavily for youth baseball and softball scoring and tracking.
Supports video-driven sports analysis where teams can tag plays and track performance metrics for ball sport drills and game review.
Tracks ball and event interactions by capturing training sessions and generating searchable activity logs for sports practice assessment.
Centralizes workout programs and progress tracking so athletes can log practice work that feeds ball sports skill development.
Tracks nutrition and activity data to support athlete conditioning programs that complement ball sport training and performance monitoring.
Tracks running and cycling workouts with GPS activity logs and performance summaries that support ball sport conditioning programs.
Manages youth sports communication, schedules, and player registration workflows that reduce friction in ball sport team operations.
Offers athlete and club management features that track training participation and performance records for sports programs.
Provides team communication and participation tracking with roster and event features used by ball sport clubs for practice and match logistics.
TeamSnap
roster trackingTracks team rosters, player availability, scheduling, and communications so ball sports clubs can manage practice and game participation in one place.
Player availability and attendance tracking connected to scheduled practices and games
TeamSnap stands out by pairing team management with structured tracking for players, attendance, and performance records tied to scheduled activities. It supports roster management, scheduling, and communication so tracking data is organized around real events. For ball tracking workflows, the strongest fit is logging participation and outcomes across practices and games rather than managing ball physics or sensor feeds.
Pros
- Centralized roster, schedule, and attendance tracking for consistent event records
- Built-in communication tools keep participation and notes tied to each session
- Usable interface for entering and reviewing player stats across practices and games
Cons
- Limited support for true ball-event tracking like sensor or per-play ball telemetry
- Advanced tracking customization is constrained compared with specialist ball tracking systems
- Reporting focuses more on team activity than ball-level performance analytics
Best For
Sports teams tracking participation and outcomes for practices and games
More related reading
GameChanger
stats trackingEnables coaches to log player stats and game events with a ball-in-play workflow used heavily for youth baseball and softball scoring and tracking.
Instant game stats from tracked plays integrated into live scoring
GameChanger stands out by combining ball tracking capture with an end-to-end game and player management workflow for youth and amateur sports. The platform supports live scoring, inning-by-inning play logging, and stat generation tied to recorded events. Game feeds and highlights emphasize shareable results, while coach and athlete pages centralize performance history. For ball tracking specifically, the experience is strongest when devices and scorers work together to translate tracked plays into usable game stats.
Pros
- Live scoring and ball tracking feed the same game log for consistent stats
- Player and team pages consolidate recent performance and season history
- Highlight-style sharing makes tracked plays easy to review and distribute
- Coach tools support structured follow-up using inning and event breakdowns
Cons
- Setup and device workflow can be fussy for teams without existing routines
- Event-to-stat translation depends on accurate data entry during games
- Advanced analytics depth is limited compared with dedicated scouting analytics tools
Best For
Youth and amateur teams needing tracked play stats plus team management
Hudl
video analyticsSupports video-driven sports analysis where teams can tag plays and track performance metrics for ball sport drills and game review.
Hudl’s ball tracking plus coaching workflow linkage through tagged video sessions
Hudl stands out for ball tracking tied to team video workflows used for coaching and player development. It supports tagging and editing of match video, then uses those annotations to drive analysis across sessions and staff. For ball tracking, it fits best when workflows revolve around Hudl’s video library and coaching tools rather than standalone tracking dashboards. Teams get practical review and breakdown outputs, but deep, analyst-grade control over tracking settings is not its strongest focus.
Pros
- Integrates ball tracking outputs into established coaching video workflows
- Fast tagging and playback makes review sessions efficient for staff
- Annotation-driven analysis supports consistent feedback across training
Cons
- Advanced tracking configuration options are limited for specialized analysts
- Tracking results depend heavily on video quality and camera setup
- Ball tracking is less compelling without a broader Hudl video workflow
Best For
Teams using Hudl for video coaching that also want ball tracking context
More related reading
DigiTag
training trackingTracks ball and event interactions by capturing training sessions and generating searchable activity logs for sports practice assessment.
Session-linked digital tag event history for ball movement traceability
DigiTag focuses on digital tag-based tracking for ball events rather than generic sports analytics dashboards. The workflow centers on capturing tag reads, associating reads to sessions, and exporting match or training outputs for review. It supports traceability of ball movement over time, which helps teams audit usage and performance contexts. Reporting is structured around recorded events rather than advanced prediction or tactical modeling.
Pros
- Event-focused ball tagging workflow ties reads to sessions
- Audit-ready history of ball activity supports reviews and compliance checks
- Structured exports simplify integration into downstream reporting
Cons
- Limited advanced analytics like heatmaps or predictive metrics
- Setup and data association can require process discipline
- Interface does not prioritize real-time dashboards for coaches
Best For
Teams needing traceable ball activity logs for training and matches
TrainHeroic
training plansCentralizes workout programs and progress tracking so athletes can log practice work that feeds ball sports skill development.
Session-based ball-event tagging and drill breakdowns inside the TrainHeroic review workflow
TrainHeroic stands out with a training-first workflow that turns ball tracking sessions into organized coaching artifacts. It supports uploading footage and creating drill breakdowns by tagging and reviewing tracked events. The platform emphasizes repeatable session analysis rather than raw analytics dashboards.
Pros
- Turns tracked footage into structured sessions for faster coaching review
- Strong drill tagging workflow supports consistent ball-event annotation
- Clear playback and review flow reduces time spent navigating clips
Cons
- Ball tracking depends on upload and setup that can slow quick sessions
- Advanced analytics depth is limited versus dedicated motion-analysis tools
- Collaboration and reporting options can feel basic for large programs
Best For
Coaches needing organized ball-event review and drill tagging without deep analytics
MyFitnessPal
athlete conditioningTracks nutrition and activity data to support athlete conditioning programs that complement ball sport training and performance monitoring.
Food and macro tracking with daily target progress and history.
MyFitnessPal stands out for combining nutrition logging with goal-driven health tracking that users build around their everyday routines. It supports structured food and macro intake tracking, and it links those inputs to daily targets and progress summaries. For ball tracking, it can function only as a lightweight activity log when paired with manual entry, since it does not provide dedicated ball-capture workflows or motion analytics. Core value comes from habit consistency and searchable history rather than computer-vision tracking.
Pros
- Fast food and macro logging with clear daily targets.
- Searchable food database speeds repeat entries.
- Progress dashboards summarize trends over time.
Cons
- No dedicated ball tracking, tagging, or visual capture workflows.
- Ball-related data must be entered manually without analytics.
- Activity summaries focus on nutrition and generic exercise.
Best For
Individual athletes using manual logs alongside nutrition goals.
More related reading
Strava
conditioning trackingTracks running and cycling workouts with GPS activity logs and performance summaries that support ball sport conditioning programs.
Heatmaps and segment analytics from GPS traces for comparing routes and movement patterns
Strava’s distinct advantage is location-based activity tracking built for runners and cyclists that turns GPS traces into searchable performance history. For ball tracking workflows, it can store and replay GPS movement data and activity metrics that support manual field verification and post-session analysis. Its core capabilities include route creation, heatmaps for route discovery, segment comparisons, and detailed activity timelines. Data export supports integrating movement traces into other analysis tools, though it lacks dedicated ball-specific sensor logic.
Pros
- GPS activity history enables replayable movement traces for field review
- Segment and comparison tools support performance benchmarks across sessions
- Timeline and map views make spatial patterns easy to interpret
Cons
- No native ball-specific events or object tracking fields
- Workflow requires manual mapping from athlete movement to ball behavior
- Limited capabilities for multi-sensor alignment and calibration
Best For
Racket and sport teams needing GPS-backed movement review, not sensor ball tracking
TeamUnify
youth sports opsManages youth sports communication, schedules, and player registration workflows that reduce friction in ball sport team operations.
Workflow-centered equipment and activity coordination tied to team administration
TeamUnify stands out with a centralized sports administration and communications hub that also supports ball tracking as part of day-to-day operations. The system ties team rosters, equipment handling workflows, and activity coordination into one place, which reduces manual handoffs. Ball tracking is supported through operational records and assignment-like workflows designed for organized practices and games. It works best when teams want operational visibility and consistent internal processes around equipment movement.
Pros
- Centralized team operations connects ball tracking with rosters and schedules
- Workflow-based records support consistent equipment movement during practices
- Role-based coordination reduces lost balls during transfers between groups
Cons
- Ball tracking setup can require configuration of internal workflows and roles
- Reporting depth for ball-specific insights is limited compared with dedicated tracking tools
- Visual tracking and live inventory views are not as prominent as in specialist products
Best For
Sports organizations needing ball tracking integrated into team operations and workflows
More related reading
Sportlyzer
club managementOffers athlete and club management features that track training participation and performance records for sports programs.
Ball trajectory extraction from match video with review-ready movement paths
Sportlyzer focuses on turning match footage into ball trajectory data with a workflow aimed at sports analysts. Core capabilities center on ball tracking from video, producing measurable outputs like movement paths and event-oriented views for review. The platform is geared toward training, match analysis, and creating visual artifacts that can support coaching decisions. The main limitation is that accuracy and usability can depend heavily on input video quality and camera angles.
Pros
- Video-to-trajectory workflow supports actionable ball movement analysis
- Exports visual results that integrate well into post-match review
- Event and path views help analysts communicate key ball actions
Cons
- Tracking performance is sensitive to camera placement and motion blur
- Finer customization of tracking settings can feel limited for advanced workflows
- Setup and review steps add friction for quick, ad hoc sessions
Best For
Teams analyzing ball movement from broadcast-style video for coaching review
Spond
team communicationProvides team communication and participation tracking with roster and event features used by ball sport clubs for practice and match logistics.
Athlete performance tracking tied to training plans and team communication
Spond stands out by focusing on sports organization workflows and individual athlete tracking rather than only video-based analytics. The platform supports structured training plans, daily attendance, and performance logging that can cover common ball-training sessions and drills. Coaches can review progress over time through athlete records and team views, which makes it easier to standardize how ball work is captured. Reporting and communication features tie training documentation to follow-ups without requiring a separate tracking tool.
Pros
- Structured athlete logs support consistent ball-drill record keeping
- Team and coach views make progress review faster than spreadsheets
- Training plans and reminders reduce missed entries during busy sessions
Cons
- Ball-specific metrics and video analytics are limited compared with dedicated trackers
- Drill templates may require setup effort to match unique coaching systems
- Reporting depth can feel basic for advanced performance analysts
Best For
Coaches tracking ball-training outcomes through organized athlete logs and plans
How to Choose the Right Ball Tracking Software
This buyer's guide explains how to pick the right ball tracking software for capture, tagging, and review workflows. It covers TeamSnap, GameChanger, Hudl, DigiTag, TrainHeroic, MyFitnessPal, Strava, TeamUnify, Sportlyzer, and Spond and maps each tool to a specific ball tracking use case. It also highlights the features, buyer requirements, and setup pitfalls that repeatedly determine success or failure.
What Is Ball Tracking Software?
Ball tracking software captures ball-related actions and turns them into searchable records for coaching, player development, and performance review. It solves the problem of scattered event notes by connecting ball activity to sessions, games, or video-tagged analysis. Many teams use tools like GameChanger to translate tracked plays into instant game stats, while others use Sportlyzer to extract ball trajectories from match video into review-ready movement paths. Some tools also expand beyond ball capture by coupling participation, attendance, and training outcomes into the same workflow, like TeamSnap and Spond.
Key Features to Look For
Ball tracking tools succeed when their tracking capture, event organization, and reporting outputs match the day-to-day workflow of the team or program.
Play capture that becomes usable game stats
GameChanger turns ball-in-play logging into instant game stats integrated into live scoring, which keeps coaching decisions tied to recorded events. Teams benefit most when scorers and devices follow a consistent event-to-stat workflow during games.
Video-tagged play annotation with ball tracking context
Hudl links ball tracking outputs into coaching video workflows through tagged video sessions, which helps staff review actions faster with consistent annotations. Hudl fits best when ball tracking is only one part of a broader video-first coaching pipeline.
Trajectory extraction from match footage
Sportlyzer generates review-ready movement paths by extracting ball trajectories from match video and presenting event and path views for analysis. Accuracy depends on camera placement and motion blur, so the video capture process becomes a core requirement.
Session-linked event traceability for ball activity
DigiTag centers on digital tag event history by capturing training sessions and producing searchable activity logs tied to those reads. This traceability supports audit-ready history of ball movement over time and exports for downstream reporting.
Drill and session breakdowns from tracked events
TrainHeroic supports session-based ball-event tagging that produces drill breakdowns inside its playback and review workflow. Coaches get faster structured review when tracked footage gets converted into repeatable drill tags instead of remaining raw clips.
Training participation and communication tied to ball work
TeamSnap and Spond connect athlete activity logging with structured schedules, daily attendance, and follow-ups so ball tracking records stay attached to real practice and training plans. TeamUnify adds workflow-based coordination for equipment handling, which reduces lost-ball friction during transfers.
How to Choose the Right Ball Tracking Software
Selection should start with the exact output needed from ball tracking, then map that output to how the tool captures data and organizes it for coaches.
Match the tool to the primary ball tracking output
Choose GameChanger when the required outcome is game-level stats generated from tracked plays integrated into live scoring. Choose Sportlyzer when the required outcome is ball trajectory extraction from match video with event and path views for analyst-style coaching review. Choose DigiTag when the required outcome is session-linked ball activity logs that preserve traceability through recorded tag reads.
Confirm the capture workflow fits current staff operations
GameChanger can feel fussy when teams lack existing device and scorer routines, so the capture workflow must match how games are staffed. Hudl works best when the organization already runs a video coaching workflow that supports tagging and playback sessions. Sportlyzer depends on usable video quality and stable camera angles, so the venue setup must support consistent footage.
Decide how ball tracking connects to sessions, attendance, and follow-ups
TeamSnap ties player availability and attendance tracking directly to scheduled practices and games, which keeps participation and ball-work outcomes in one event record. Spond connects athlete performance tracking to training plans and team communication, which helps standardize how ball-drill records get captured. TeamUnify adds operational coordination around equipment handling, which supports ball workflow consistency beyond analytics.
Check whether the tool supports drill tagging and structured review
TrainHeroic excels at turning tracked footage into organized coaching artifacts through drill tagging and session-based ball-event review. This structure reduces time wasted navigating clips when coaching staff need consistent drill comparisons across practices.
Avoid tools that fit a different motion-data mindset than ball tracking requires
Strava provides GPS activity timelines, heatmaps, and segment comparisons, but it lacks native ball-specific events and object tracking fields. MyFitnessPal supports food and macro tracking and can serve only as a lightweight manual activity log paired with ball training, so it does not provide dedicated ball capture workflows. These tools can complement conditioning goals, but they do not replace ball-focused capture, tagging, and trajectory review.
Who Needs Ball Tracking Software?
Ball tracking software fits different needs depending on whether the priority is game stats, video analysis, session traceability, or integration with participation and training plans.
Youth and amateur teams that need tracked play stats plus team management
GameChanger fits this audience because it integrates ball-in-play logging with instant game stats in live scoring and consolidates player and team performance history. TeamSnap can also support participation and outcomes across practices and games when attendance and availability tracking are equally important.
Coaching staffs that already run video-first workflows and need ball context inside tagging
Hudl fits this audience because it links ball tracking outputs to tagged video sessions that support efficient review with consistent annotations. TrainHeroic also fits teams that want session-based tagging and drill breakdowns built around playback and coaching review.
Analyst-heavy programs that need trajectory extraction from match footage
Sportlyzer fits this audience because it extracts ball trajectories from match video and produces review-ready movement paths with event and path views. DigiTag fits training environments that need traceable ball activity logs from digital tag reads rather than analyst video trajectories.
Organizations that need ball work embedded into training plans, attendance, and communication
Spond fits coaches who want structured athlete logs tied to training plans and reminders so ball-drill records do not get missed. TeamSnap fits sports clubs that prioritize schedule-connected attendance and availability tracking. TeamUnify fits organizations that want workflow-centered equipment coordination to reduce lost-ball friction during practice operations.
Common Mistakes to Avoid
Common failure points come from choosing a tool optimized for a different data type, underestimating capture workflow discipline, or expecting deep ball analytics from platforms built for other purposes.
Buying analytics tools that lack ball-specific event capture
Strava focuses on GPS movement traces and heatmaps and lacks native ball-specific events and object tracking fields. MyFitnessPal centers on food and macro logging and provides no dedicated ball tracking, tagging, or visual capture workflows for ball events.
Underplanning the live scoring and device routine
GameChanger depends on accurate event-to-stat translation during games, so teams need scorer discipline and a consistent device workflow. Hudl and Sportlyzer also depend on capture conditions, but GameChanger’s fussy setup can create immediate game-day breakdowns if staff routines are not established.
Assuming video quality issues will not affect ball tracking outputs
Sportlyzer tracking usability depends heavily on camera placement and motion blur, which can reduce trajectory reliability. Hudl tracking results depend on video quality and camera setup because the coaching workflow uses tagged video context.
Expecting audit-grade traceability or session discipline without the right process
DigiTag can provide audit-ready traceability through session-linked digital tag event history, but setup and data association require process discipline. TrainHeroic also depends on upload and setup that can slow quick sessions, so fast practice cycles need a workflow plan.
How We Selected and Ranked These Tools
We evaluated each ball tracking tool on three sub-dimensions. Features carry a weight of 0.4, ease of use carries a weight of 0.3, and value carries a weight of 0.3. The overall rating is the weighted average using overall = 0.40 × features + 0.30 × ease of use + 0.30 × value. TeamSnap separated itself from lower-ranked options by pairing strong event-centric functionality like player availability and attendance tracking connected to scheduled practices and games with high ease of use, which reduced the effort needed to keep ball-related participation records consistent.
Frequently Asked Questions About Ball Tracking Software
What tool category best fits teams that want ball-event data tied to practices and games?
TeamSnap fits because it organizes tracking around scheduled practices and games, with player availability and participation records connected to those events. Spond also fits when ball-training outcomes need standardized athlete logs tied to training plans and daily attendance.
Which platform turns tracked plays into usable game stats during youth or amateur competitions?
GameChanger fits because it combines tracked plays with live scoring and inning-by-inning play logging that feeds stat generation. The strongest result comes when scorers and devices work together so tracked events translate into the final box-score style outputs.
How do video-based workflows differ between Hudl and Sportlyzer for ball tracking?
Hudl fits when ball tracking needs to operate inside a broader coaching workflow that relies on match video tagging and an annotation-driven review loop. Sportlyzer fits when the primary deliverable is ball trajectory extraction from match footage, producing review-ready movement paths and event-oriented views.
Which solution is designed for traceable ball-event logging using tag-style captures?
DigiTag fits because it centers on capturing digital tag reads, associating reads to sessions, and exporting traceable event histories tied to recorded ball activity. Reporting is structured around those recorded events rather than advanced prediction or tactical modeling.
What option supports repeatable drill breakdowns from ball-event tagging instead of raw analytics dashboards?
TrainHeroic fits because it turns session footage and tracked ball events into drill breakdowns through tagging and structured review. It prioritizes repeatable coaching artifacts rather than analyst-grade control over tracking settings.
Which tool works best for equipment and operational tracking where ball movement records are part of day-to-day workflow?
TeamUnify fits because ball tracking is embedded in sports administration and communications, including roster, equipment handling workflows, and activity coordination. This reduces manual handoffs by keeping operational records and ball-related assignments inside one system.
Can GPS activity tracking tools be used as a lightweight substitute for ball tracking?
Strava can support post-session movement review by storing and replaying GPS traces, with timelines, heatmaps, and segment comparisons useful for manual field verification. It does not provide dedicated ball-specific sensor logic, so it functions as location-backed context rather than true ball capture.
What integration-style workflow fits teams that already rely on match video as the source of truth?
Hudl fits teams that want to tag and edit match video, then use those annotations as the backbone for ball-tracking context inside coaching review sessions. Sportlyzer fits teams that want video-to-trajectory outputs where ball paths become measurable artifacts for training and match analysis.
What common issue affects accuracy in video-derived ball tracking, and which tool is most sensitive to it?
Video quality and camera angles can directly limit usability for ball trajectory extraction workflows. Sportlyzer is explicitly geared toward match footage analysis, so accuracy and review usefulness depend heavily on input video conditions.
Which platforms are better for athlete-level progress tracking than for direct ball-capture analytics?
Spond fits athlete-level progress tracking because it ties training plans, daily attendance, and performance logging to coaching review and team communication. MyFitnessPal can function as a lightweight activity log only when ball work is entered manually, since it lacks dedicated ball-capture workflows or motion analytics.
Conclusion
After evaluating 10 sports recreation, TeamSnap 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.
Tools reviewed
Referenced in the comparison table and product reviews above.
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