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Technology Digital MediaTop 10 Best Audio Cleaning Software of 2026
Ranked roundup of audio cleaning software for removing noise and clicks, with editor-focused comparisons of iZotope RX, WavePad, Audacity, and Cedar Audio.
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%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
WavePad is the best fit for small teams that need quick, reliable artifact cleanup before mixing or publishing, while Audacity is the budget-friendly entry if you want waveform-first edits with repeatable plugin-style repair, and Cedar Audio works best for post teams needing repeatable restoration workflows across many files.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
WavePad
Batch processing with per-file effect application supports repeatable cleanup runs without manual rework.
Built for fits when small teams need fast artifact cleanup before mixing or publishing..
Audacity
Editor pickVST plugin hosting lets Audacity extend noise reduction and repair effects within the edit workflow.
Built for fits when editors need waveform-first cleanup with plugin effects for repeatable track repair..
Cedar Audio
Editor pickCedar DNS spectral denoising module that targets broadband noise suppression with repair-focused controls.
Built for fits when post teams need repeatable repair workflows for noise and clicks across many files..
Related reading
Comparison Table
WavePad
SMBAudio editor with noise reduction and restoration effects.
Batch processing with per-file effect application supports repeatable cleanup runs without manual rework.
WavePad is a timeline-based audio editor that includes dedicated cleanup effects for noise reduction, click and pop removal, and hum removal. Restoration work is typically done by selecting regions, previewing changes, and applying effects destructively or to copies depending on the project workflow. It also includes standard file handling such as decoding for common compressed formats and exporting to major PCM and lossless targets.
A tradeoff appears in deeper spectral repair scenarios where specialized frequency-domain workflows matter. WavePad works best when artifacts are consistent across a track or when a few effect passes can improve clarity quickly. Audio teams using it for podcast cleanup, rough ADR cleaning, or field recording cleanup can move from selection to export without changing tools.
- +Timeline workflow speeds artifact cleanup using region selection and preview
- +Includes click and pop removal plus hum removal for common field issues
- +Supports batch processing for repeating cleanup across file sets
- +Exports to widely used audio formats for downstream production
- –Spectral repair depth is limited versus dedicated restoration workstations
- –Advanced processing automation is not exposed through an external API
- –Some effects need careful parameter tuning per recording condition
- –Multi-track governance features like RBAC and audit logs are not included
Podcast production teams
Remove clicks and hiss from guest audio
Faster editing turnaround
Audio post editors
Stabilize field recording hum
Cleaner dialogue recordings
Show 2 more scenarios
Independent filmmakers
Improve handheld mic clarity quickly
More usable production audio
Creators can run noise reduction and broadband filtering on exports destined for picture lock.
Training content teams
Batch-fix noisy course lecture files
Consistent sound across courses
Teams can apply the same cleanup pass across multiple recordings for consistent results.
Best for: Fits when small teams need fast artifact cleanup before mixing or publishing.
More related reading
Audacity
SMBFree open-source audio editor with noise reduction capabilities.
VST plugin hosting lets Audacity extend noise reduction and repair effects within the edit workflow.
Audacity fits when noise reduction has to happen inside a repair-first editing loop, not only as a single-pass restoration. Its core capabilities include waveform editing, effect chains, and plugin-based processing, which helps when cleanup requires multiple steps across a track. The interface supports selecting regions and applying effects to those selections, which is useful for click/pop removal and hum cleanup on specific passages.
A key tradeoff is that Audacity lacks dedicated restoration intelligence like automatic de-reverb or advanced spectral denoising pipelines that specialized tools use. Audacity works well when a project needs targeted waveform edits plus a simple cleanup pass, such as removing a recurring buzz across a vocal track and then normalizing loudness for handoff.
- +Selection-based effect processing supports precise click/pop cleanup passes
- +Effect chains make repeatable noise workflows faster for editors
- +VST plugin hosting expands restoration choices beyond built-ins
- +Multi-track editing supports layered fixes and easy comparison
- –No built-in de-reverb automation like dedicated restoration suites
- –High-end spectral workflows depend on plugins and manual tuning
Podcast producers
Fix isolated clicks before publishing
Fewer audible distractions in edits
Voiceover editors
Reduce steady hum on recordings
Cleaner background for speech
Show 2 more scenarios
Studio engineers
Clean and export multi-track sessions
Faster iteration through repairs
Multi-track editing supports layered fixes across takes and exports for mix handoff.
Content ops teams
Standardize cleanup across many clips
More consistent audio across batches
Repeatable effect chains reduce per-clip effort for routine noise reduction tasks.
Best for: Fits when editors need waveform-first cleanup with plugin effects for repeatable track repair.
Cedar Audio
enterpriseHigh-end audio restoration systems for forensic and broadcast use.
Cedar DNS spectral denoising module that targets broadband noise suppression with repair-focused controls.
Cedar Audio targets practical audio restoration where artifact detection and targeted repair matter more than creative processing. Cedar DNS provides spectral denoising designed for consistent suppression of noise components across complex material, while Cedar De-Click handles transient-like defects with localized reconstruction behavior. Waveform editing is available for surgical changes, and the workflow supports export that fits remixing and post-production chains.
A tradeoff shows up in workflow planning because Cedar Audio’s strongest results come from dialing specific restoration modules and auditioning outcomes per segment. Cedar Audio fits when long program audio has repeatable defect types, such as hiss and intermittent clicks, and when batch export is needed for many episodes or takes.
- +Spectral denoising workflow using Cedar DNS for noise that spreads across frequencies
- +De-click processing that focuses on click and transient defect reconstruction
- +Surgical workflow that supports waveform editing for targeted fixes
- +Batch-oriented export supports repeatable restoration across many takes
- –Best results require module tuning and segment auditioning
- –Limited creative processing depth compared with DAW-centric toolchains
- –Some workflows feel more restoration-focused than mix-focused
- –Complex sessions may require careful gain staging between passes
Post-production editors
Restore broadcast audio with hiss
Cleaner dialogue for air
Podcast production teams
Remove intermittent clicks from archives
Fewer audible distractions
Show 2 more scenarios
Re-recording mixers
Repair damaged location recordings
Shorter cleanup time
Module-based restoration helps reduce multiple defect types before mixing and leveling.
Audio restoration technicians
Batch process episode archives
More files processed
Repeatable settings support batch export for consistent repair across many files.
Best for: Fits when post teams need repeatable repair workflows for noise and clicks across many files.
More related reading
iZotope RX
enterpriseAudio repair and restoration suite for post-production, music, and broadcast.
RX spectral editing and repair suite combines denoising with defect-specific tools like De-click and De-clip in one workspace.
iZotope RX is an audio restoration workflow centered on surgical waveform and spectral editing for removing noise, clicks, and other artifacts. RX pairs spectral denoising with targeted repair tools such as De-rust, De-clip, and De-click to address different defect types without forcing one-size-fits-all filtering.
The application also includes batchable processing and offline rendering options that fit newsroom, post-production, and archive cleanup tasks. Editing is supported across common file inputs and export formats used in audio restoration projects.
- +Spectral denoising toolchain supports precise, artifact-targeted cleanup
- +De-click and De-clip repair tools handle transient and distortion damage
- +Batch export workflows reduce repetition for large restoration sets
- +Plugin and standalone operation supports common editing and rendering paths
- –Fine-tuning denoising settings can slow work compared to simple filters
- –Advanced repair quality depends on good problem identification and segmentation
- –Some workflows still require manual selection and verification steps
- –Integration across multi-app pipelines takes more setup than basic editor plugins
Best for: Fits when audio restoration needs surgical spectral edits and repair tools on varied defect types.
Adobe Audition
enterpriseDigital audio workstation with noise reduction and restoration tools.
Non-destructive history and clip-based workflow lets restorations be iterated while staying anchored to timeline context.
Adobe Audition performs waveform-level audio editing with targeted cleanup workflows for noise and transient artifacts. It combines multi-track editing, spectral and time-domain processing, and built-in batch export so cleaned audio can be produced at scale.
Long sessions are handled through non-destructive editing patterns like clip history and track-based organization. Integration with the Adobe ecosystem improves handoff for editors working across Premiere and After Effects timelines.
- +Time and spectral workflow in one editor for mixed restoration tasks
- +Track timeline supports large sessions with repeatable cleanup passes
- +Batch export speeds consistent renders across many files
- +Deep integration with Premiere and After Effects for post handoff
- –Advanced restoration tools are less specialized than dedicated restoration suites
- –Spectral tools can be slower on dense, long recordings
- –Automation relies more on built-in batch than full API-driven pipelines
- –Third-party plugin coverage depends on supported plugin formats
Best for: Fits when post-production teams need audio cleanup inside a timeline-centric Adobe workflow.
Acon Digital Restoration Suite
specialistSuite of plugins for noise extraction and audio restoration.
Restoration modules pair with detection-based repair to correct clicks and pops using editable analysis results.
Acon Digital Restoration Suite targets audio cleaning for editors who need repeatable restoration workflows across many recordings. It combines waveform-level editing with restoration modules for de-noising, de-reverb, de-essing, hum removal, and click or pop repair.
Batch export and file-based processing fit high-throughput pipelines where edits must stay consistent between jobs. Compared with plugin-only tools, the suite emphasizes a standalone workflow that keeps restoration steps connected from detection to repair.
- +Integrated restoration suite covers hum, clicks, de-reverb, and de-essing in one workflow.
- +Batch processing supports exporting cleaned audio consistently across many files.
- +Waveform editing stays available alongside restoration modules for targeted repairs.
- +Detection-driven tools reduce manual trial-and-error on transient damage.
- –De-noising and artifact suppression can require parameter tuning per source.
- –Some workflows feel heavier than specialized editors focused on clicks only.
- –Fewer interoperability options than plugin-centric stacks that expect VST3 chaining.
- –Lacks clear, editor-facing automation surface for provisioning and pipeline control.
Best for: Fits when teams run repeatable restoration on many audio files and prefer a standalone restoration workflow.
More related reading
Sound Forge
enterpriseProfessional audio editing software with noise reduction.
Clip-focused repair workflow that ties edits, detection, and rendering back to the same editor timeline.
Sound Forge centers audio restoration inside a waveform-first editor, with repair tools tied directly to clip and spectral workflows. It supports common cleanup tasks like noise reduction, click and pop removal, and de-essing alongside detailed waveform editing for targeted fixes.
Batch-oriented export options help move from restoration to delivery without rebuilding a separate pipeline. Plugin hosting for compatible formats supports additional processing when the built-in toolset is not sufficient.
- +Waveform-first restoration tools keep edits and repair in one workspace
- +Batch export supports repeatable processing across multiple audio files
- +Click and pop workflows are practical for short transient defects
- +Plugin hosting lets external processors integrate into an edit chain
- –Spectral repair depth is narrower than dedicated restoration suites
- –Some advanced denoising and de-reverb workflows require more manual tuning
- –Automation and scripting coverage is limited for large-scale audio pipelines
- –Advanced monitoring features for artifacts are less granular than specialist tools
Best for: Fits when editors need direct waveform repair plus batch export for smaller restoration volumes.
Hindenburg Pro
SMBAudio editor optimized for radio and podcast production.
Speech-focused cleanup workflow with guided repair steps and clip-level iteration tied to visual editing.
Hindenburg Pro is an audio restoration and editing workstation aimed at broadcast-style cleanup workflows. It combines visual waveform editing with multistage processing that includes noise reduction, hum and buzz removal, and precise click/pop repair for spoken audio.
Clip-based handling and render/export controls support batch processing for consistent output across many takes. Strong project organization and moderation features help teams keep edits repeatable across productions.
- +Workflow built around speech cleanup with guided, repeatable correction steps
- +Visual edits tied closely to processing decisions for faster iteration on fixes
- +Batch render behavior supports consistent export across long session libraries
- +Project organization helps maintain edit history across multi-take sessions
- –Fewer deep spectral repair controls than dedicated spectral restoration suites
- –Advanced automation and extensibility is limited versus tools with broader scripting surfaces
- –Some parameter tuning relies on manual listening rather than explicit detectors
- –Not the strongest choice for highly surgical de-reverb and space redesign
Best for: Fits when broadcast or podcast teams need fast, repeatable speech cleanup across many takes.
More related reading
Ocenaudio
SMBCross-platform audio editor with noise reduction tools.
Real-time effect preview tied to selections, with immediate waveform and spectrum feedback for tuning denoise and de-click settings.
Ocenaudio performs waveform editing with a focus on real-time audio preview while applying noise reduction and other corrective effects. It supports standard audio file formats for import and export, then lets edits be made with detailed time and frequency views for targeted noise and click removal.
Batch processing enables repeated actions across files when the same cleaning recipe should be applied consistently. Project workflows stay centered on non-destructive selection-based processing for quick A-B comparisons.
- +Real-time preview supports fast A-B decisions during noise reduction and de-click work
- +Spectral and waveform views make it easier to target transient noise regions
- +Batch processing repeats a cleaning chain across multiple files
- +Tool layout keeps editing and effect parameters in a single workflow
- –Fewer advanced restoration modules than RX-style specialized repair suites
- –Limited automation surface compared with hosts that script effect parameters
- –Undo granularity depends on the processing path used for each edit
- –Plugin hosting options are narrower than full DAW effect ecosystems
Best for: Fits when individual editors need real-time previews and selection-driven cleanup for recordings with noise and clicks.
Waves Noise Reduction plugins
enterpriseCollection of noise reduction and restoration plugins.
Noise suppression parameters integrate tightly with Waves-style restoration workflows across hosted plugin formats.
Waves Noise Reduction plugins target everyday studio noise cleanup, including broadband hiss, hum, and residual background artifacts, inside Waves plugin workflows. Core processing centers on spectral denoising behavior plus controllable suppression stages, with parameters exposed for tuning thresholds and amount.
The set is typically used as a plugin stage in a larger chain for restoration work that also includes de-essing, dynamic cleanup, and export-ready rendering. Integration-wise, it fits common plugin hosting formats such as VST3 and AU and works well when consistent settings must be reused across many files.
- +Clean parameter controls for predictable suppression without heavy learning curve
- +Works as an inline plugin stage in host chains for batch-like workflows
- +Good results for steady noise like hiss and electrical hum with careful tuning
- +Consistent Waves UI patterns across the Waves restoration family
- –Less effective on complex, time-varying noise compared with dedicated restoration suites
- –Underperforming click or transient repair requires separate dedicated tools
- –No standalone restoration workflow, so inspection tools rely on the host
- –Tuning often needs multiple passes for low-level artifacts near speech
Best for: Fits when engineers need repeatable noise suppression as a plugin step inside an existing DAW chain.
Conclusion
After evaluating 10 technology digital media, WavePad 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 audio cleaning software
Audio cleaning software removes noise and clicks through targeted repair modules and selection-based processing, with WavePad, Audacity, and iZotope RX leading the lineup for different workflows. This guide covers ten tools including Cedar Audio, Adobe Audition, Acon Digital Restoration Suite, Sound Forge, Hindenburg Pro, Ocenaudio, and Waves Noise Reduction plugins.
The coverage emphasizes how each tool handles defect detection, spectral versus waveform repair, and repeatable cleanup runs across many files. It also highlights where API and automation surfaces matter, especially for teams that need external orchestration rather than manual cleanup.
Audio cleaning software for noise reduction, click-pop repair, and spectral restoration workflows
Audio cleaning software is built to correct recurring capture problems like broadband noise, transient clicks, hum, and speech-specific defects using dedicated repair tools and effect processing passes. Tools such as iZotope RX combine denoising with defect-specific repair like De-click and De-clip inside one spectral editing workspace for surgical cleanup.
WavePad and Audacity take a different approach by centering cleanup around editor workflows where selections drive effect processing and where repeatable passes matter. WavePad adds batch processing that applies per-file effects for repeatable cleanup runs, while Audacity supports VST plugin hosting to extend repair and noise reduction inside the edit timeline.
Audio cleaning feature checklist for noise, clicks, hum, and de-reverb repair
Audio cleaning workflows succeed when defect handling is specific, like click and pop repair that focuses on transient reconstruction or de-essing that targets speech harshness. This guide compares those defect-specific modules side by side across WavePad, Audacity, iZotope RX, Cedar Audio, and the rest of the lineup.
Batch processing and per-file repeatable cleanup runs
WavePad applies batch processing with per-file effect application, which supports repeatable cleanup runs without manual rework. Sound Forge also provides batch export for smaller restoration volumes, while Acon Digital Restoration Suite batches exports consistently across many audio files.
Spectral repair depth with defect-specific tools
iZotope RX combines spectral denoising with defect-specific repair like De-click and De-clip in one spectral editing workspace. Cedar Audio centers on Cedar DNS spectral denoising for broadband noise suppression plus De-click processing focused on transient defects.
Selection-based editing and effect chains for repeatable passes
Audacity supports selection-based effect processing and effect chains that speed up repeatable noise workflows for editors. Ocenaudio adds real-time effect preview tied to selections with immediate waveform and spectrum feedback for tuning denoise and de-click settings.
Timeline-centric cleanup that preserves session context
Adobe Audition uses a clip-based and non-destructive history workflow anchored to timeline context, which supports iterative restorations while staying tied to session placement. Sound Forge ties waveform-first repair, detection, and rendering back to the same editor timeline.
Detection-driven restoration with editable analysis results
Acon Digital Restoration Suite uses restoration modules paired with detection-based repair that corrects clicks and pops using editable analysis results. Hindenburg Pro provides a speech cleanup workflow with guided, repeatable correction steps that tie decisions to visual editing.
Standalone restoration workflow versus DAW hosting as an inline plugin step
Cedar Audio and iZotope RX target restoration-oriented editing workflows that concentrate spectral repair controls. Waves Noise Reduction plugins operate as an inline noise suppression stage inside existing DAW chains, while Audacity can host VST plugins to extend repair inside the edit workflow.
Choose by workflow shape: editor-first cleanup, restoration-suite spectral surgery, or plugin-stage noise suppression
The fastest path starts by matching cleanup work to the tool’s workflow shape. WavePad and Audacity build around editor operations that can be repeated via selections, regions, and effect chains, while iZotope RX and Cedar Audio concentrate on spectral repair modules aimed at defect reconstruction.
If cleanup must run across many files, prioritize batch-style repeatability
Choose WavePad when per-file effect application batch processing needs consistent cleanup behavior across files without manual rework. Choose Acon Digital Restoration Suite when batch processing must pair detection-based repair with module-driven restoration across hum, clicks, de-reverb, and de-essing in one workflow.
If defect types vary, select a spectral suite with defect-specific repair tools
Choose iZotope RX when spectral editing must include both denoising and defect-specific repairs such as De-click and De-clip in a single workspace. Choose Cedar Audio when broadband noise suppression via Cedar DNS plus De-click reconstruction provides enough depth and when module tuning and segment auditioning are acceptable.
If editors already work in a track timeline, use a timeline-centric restoration editor
Choose Adobe Audition when non-destructive history and clip-based workflow must keep restorations anchored to timeline placement for session context. Choose Sound Forge when waveform-first repair and batch export are needed together inside one editor workflow for smaller restoration volumes.
If repeatability should come from editor selections and effect chains, pick a selection-centric editor
Choose Audacity when selection-based effect processing and effect chains can standardize click and pop cleanup passes for editors. Choose Ocenaudio when real-time A-B decisions with waveform and spectrum feedback must guide quick tuning during denoise and de-click work.
If the target is speech throughput, use guided correction rather than deep spectral surgery
Choose Hindenburg Pro when speech cleanup needs guided, repeatable correction steps tied to visual editing across many takes. Choose Waves Noise Reduction plugins when the workflow must remain inside an existing DAW chain as an inline noise suppression stage.
If automation or external control is required, treat API exposure as a gating requirement
Avoid relying on WavePad for external orchestration because advanced processing automation is not exposed through an external API in the provided tool card. Prefer environments that support plugin hosting such as Audacity VST plugin hosting for effect extension, or plan a workflow around tools that keep cleanup inside their own editor rather than through external automation.
Who benefits from specific audio cleaning software workflows
Audio cleanup needs differ by defect type and by whether teams work file-based or timeline-based. Some tools prioritize spectral surgery for mixed artifacts, while others prioritize guided speech cleanup or selection-driven editing passes.
Small post teams running repeatable cleanup before mixing or publishing
WavePad fits when artifact cleanup must be applied repeatedly with batch processing and per-file effect application using a timeline workflow with region selection and preview.
Editors who want waveform-first cleanup with plugin-based extensibility
Audacity fits when editors need waveform-first cleanup using selection-based effect processing and effect chains, then add more noise reduction or repair using VST plugin hosting.
Post production teams handling varied defect types across many files
iZotope RX fits when spectral editing must cover both denoising and defect-specific repair such as De-click and De-clip, even when fine-tuning can slow the workflow.
Broadcast and podcast teams standardizing speech cleanup across many takes
Hindenburg Pro fits when guided, repeatable speech cleanup steps tied to visual editing reduce iteration time for common capture issues.
Engineers building an inline noise suppression stage inside DAW chains
Waves Noise Reduction plugins fit when predictable noise suppression parameters must run as a plugin stage within hosted effect chains rather than as a standalone restoration pass.
Common selection mistakes that cause cleanup passes to fail
Cleanup tools can look similar on paper, but the lineup differs in spectral repair depth, repeatability mechanics, and how much tuning is required. The mistakes below map to concrete ceilings like limited spectral repair depth or missing automation control surfaces.
Choosing a lightweight editor for complex restoration that requires deeper spectral repair
WavePad and Sound Forge keep artifact cleanup fast, but spectral repair depth is limited versus dedicated restoration workstations, so complex distortion damage may need iZotope RX instead.
Assuming a guided speech workflow can replace detailed spectral repair for mixed artifact sets
Hindenburg Pro has fewer deep spectral repair controls than dedicated spectral restoration suites, so recordings with surgical transient and distortion defects will need iZotope RX or Cedar Audio.
Relying on batch output without checking whether parameters must be tuned per source
Acon Digital Restoration Suite supports batch processing, but de-noising and artifact suppression can require parameter tuning per source, so mixed recording sources can still need adjustment.
Overestimating automation and external orchestration when running restoration at scale
WavePad lacks advanced processing automation exposure through an external API, so automated orchestration outside its editor needs a different approach like plugin hosting in Audacity or workflow staying inside a restoration suite.
Using inline noise suppression plugins for click or transient repair as a single stage
Waves Noise Reduction plugins underperform on click or transient repair, so transient defects require dedicated click or transient repair tools such as RX-style De-click or Cedar de-click processing.
How We Selected and Ranked These Tools
We evaluated each audio cleaning software card on features first, then ease and value, and the final scores reflect that weighting. Features account for 40% of the result because the lineup differs in batch processing repeatability, defect-specific repair modules, and timeline or selection workflow support.
Ease accounts for 30% because editors need fast iteration across region selection, visual editing decisions, and real-time preview for tuning. Value accounts for 30% because tools like WavePad with batch processing and per-file effect application deliver higher practical throughput than setups that require heavier manual tuning.
Frequently Asked Questions About audio cleaning software
Which tool is better for surgical noise and defect removal in difficult recordings, iZotope RX or Adobe Audition?
How should engineers structure an automation-style cleanup run across many files, and which apps support that pattern?
What breaks if cleanup is done with plugin-only noise reduction stages like Waves Noise Reduction, but the workflow lacks offline rendering and repair steps?
When is real-time preview more useful than offline auditioning, and which tool supports it most directly?
How do admin controls and role-based access typically show up in audio cleaning software used by teams?
What security or file-handling risk should teams consider when using third-party VST plugins in editors like Audacity?
Where does data migration get complicated when moving between restoration tools and host applications?
Which workflow is better for spoken-audio cleanup where hum removal and click/pop repair must be repeatable, Hindenburg Pro or WavePad?
What tradeoff appears when an editor prioritizes timeline waveform editing over full spectral-workstation depth, as in WavePad versus iZotope RX?
How does file format support affect a cleanup workflow when the input is WAV PCM or FLAC lossless and output must remain production-ready?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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