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Top 10 Best Podcast Podcast Software of 2026

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Top 10 Best Podcast Podcast Software of 2026

Compare podcast podcast software options like Audacity, Buzzsprout, and Descript, with tradeoffs for creators choosing recording and editing tools.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Podcast software shapes the full path from audio work to distribution, so teams need a workflow that matches their publishing model and analytics expectations. This comparison helps analysts and operators weigh hosting reliability, editing automation, and site or feed integration needs when evaluating platforms such as Buzzsprout.

Audacity is the best pick for editors who need desktop, non-destructive multitrack control because clip-level editing makes remixes and alternate masters straightforward, whereas Buzzsprout is the better browser-based companion for teams that want scheduling and RSS-ready publishing tied to episode analytics.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Audacity

Non-destructive, editor-first multitrack workflow with clip-level editing for remixes and alternate masters.

Best for: Fits when editors need desktop multitrack control and then publish through a separate hosting system.

2

Buzzsprout

Editor pick

Episode-level publishing workflow with scheduling controls and feed generation that validates enclosure readiness.

Best for: Fits when teams want browser-based publishing with RSS feed control and episode analytics, not DAW-grade editing.

3

Descript

Editor pick

Transcript-first editing where word edits drive precise audio changes across a multitrack session.

Best for: Fits when teams want transcript-driven editing and chapter-ready exports without switching editors.

Comparison Table

1
AudacityBest overall
SMB
9.2/10
Overall
2
8.7/10
Overall
3
8.6/10
Overall
4
8.5/10
Overall
5
8.2/10
Overall
6
7.9/10
Overall
7
7.5/10
Overall
8
7.3/10
Overall
9
6.9/10
Overall
10
6.7/10
Overall
#1

Audacity

SMB

Free open-source multi-track audio editor for podcast recording and post-production.

9.2/10
Overall
Features9.2/10
Ease of Use9.4/10
Value9.0/10
Standout feature

Non-destructive, editor-first multitrack workflow with clip-level editing for remixes and alternate masters.

Audacity is strongest when episode production needs tight waveform-level editing across multiple tracks, including trimming, crossfades, and precise gain adjustments. Export configuration supports codec and container choices for distribution-ready files, and metadata editing lets ID3 tags be set before publishing. Automation is limited compared with podcast hosting editors, so it is best treated as an editor that feeds a separate publish-to-distribute workflow.

A key tradeoff is the lack of built-in podcast hosting and analytics, so feed validation, listener download tracking pixel placement, and episode scheduling must be handled outside Audacity. Audacity works well for remote double-ender sessions where raw takes are recorded elsewhere and then assembled into a single multitrack session for noise cleanup, level alignment, and final mixes.

Pros
  • +Multitrack editing enables detailed assembly across guest, intro, and segments
  • +Wide processing tools support repeatable cleanup and leveling during mastering
  • +Project files preserve session edits for later remastering
  • +MP3 and WAV export covers common distribution requirements
Cons
  • –Podcast hosting features like scheduling and feed publishing are not built in
  • –Batch workflows for large back catalogs need manual repetition
  • –Browser-based publishing previews are not available
  • –Collaboration requires file sharing and workflow discipline
Use scenarios
  • Independent podcasters

    Assemble guest audio into one mix

    Faster repeatable episode production

  • Audio production freelancers

    Client remaster iterations from project files

    Lower rework time

Show 1 more scenario
  • Community shows

    Clean noisy recordings before release

    More consistent listener audio quality

    Applies noise-focused processing and targeted EQ to improve intelligibility.

Best for: Fits when editors need desktop multitrack control and then publish through a separate hosting system.

#2

Buzzsprout

SMB

Podcast hosting platform with episode publishing, analytics, and website tools.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Episode-level publishing workflow with scheduling controls and feed generation that validates enclosure readiness.

Buzzsprout runs an end-to-end publish-to-distribute podcast workflow with hosting, an episode editor, and RSS feed generation. The publishing controls focus on episode scheduling, show notes formatting, and metadata entry that feeds distribution checks.

Buzzsprout also provides analytics that break down listener behavior at the episode level and supports ongoing feed-based publishing. The platform is built for browser-based production with export paths for audio files and consistent publishing handoff.

Pros
  • +Clear episode scheduling controls for predictable publish timing
  • +RSS feed generation handles distribution-ready enclosure URLs
  • +Episode analytics support listener drop-off review per release
  • +Browser-based editor reduces context switching during production
Cons
  • –Multitrack session editing is limited compared with DAW workflows
  • –Advanced automation and API-based integrations are not a primary focus
Use scenarios
  • Independent show producers

    Maintain multi-season episode archives

    Clean, orderly episode archive

  • First-time podcasters

    Prepare a new directory-ready feed

    Hosted show, submission-ready feed

Show 2 more scenarios
  • Video podcast creators

    Distribute audio feeds from video

    Audio distribution from one workflow

    Host video episodes while producing an audio-oriented podcast feed so listening apps can syndicate releases.

  • Podcast marketers

    Compare listener behavior across episodes

    Clear episode performance comparisons

    Use episode analytics to review downloads, listener locations, devices, and engagement patterns by release.

Best for: Fits when teams want browser-based publishing with RSS feed control and episode analytics, not DAW-grade editing.

#3

Descript

SMB

Audio and video editing software with transcription-based editing for podcasts.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Transcript-first editing where word edits drive precise audio changes across a multitrack session.

Descript pairs browser-based multitrack editing with transcript-first workflows, using a text editing model to drive audio edits. Podcast teams can generate transcripts, cut or re-record missed moments, and export podcast-ready audio formats from the same session.

Chapter marker embedding and episode publishing workflows support a publish-to-distribute flow without leaving the editor. Descript also exposes an automation and integration surface for working with transcripts, assets, and publishing pipelines.

Pros
  • +Transcript-first editing turns dialogue fixes into text operations
  • +Browser-based multitrack sessions support remote recording edits
  • +Built-in chapter markers can be managed alongside the mix
  • +Export pipeline supports MP3 and WAV workflows
Cons
  • –Advanced mastering tasks can require extra external tools
  • –Complex metadata and distribution workflows need careful configuration
Use scenarios
  • Podcast production teams

    Edit podcast audio by transcript

    Faster revisions, aligned audio

  • Remote podcast teams

    Record in browser and refine

    Shorter remote to deliverables path

Show 2 more scenarios
  • Audio content creators

    Assemble reusable spoken promo clips

    Reusable clip library

    Select transcript passages and add punch-ins to arrange dialogue into short clips without manual file handling.

  • Internal communications groups

    Turn meeting recordings into highlights

    Shareable meeting highlights

    Edit transcripts to isolate speaker-focused sections and repurpose long recordings into concise clips or videos.

Best for: Fits when teams want transcript-driven editing and chapter-ready exports without switching editors.

#4

Castos

SMB

Podcast hosting platform with WordPress integration via the Seriously Simple Podcasting plugin.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

In-dashboard chapter marker and ID3 editing ensures uploaded audio ships with navigable timestamps and track metadata.

Castos pairs podcast hosting with podcast production touchpoints, so episodes can be edited and scheduled without switching tooling for feed-aware publishing. The publishing surface includes RSS feed generation and enclosure URL management so third-party directories can pull the correct audio asset. Chapter markers and ID3 editing tools help keep playback navigation and track metadata aligned with show notes and episode releases. The admin experience supports multiple shows under one account, and it keeps operational work centered on shows, episodes, and feed outputs.

Pros
  • +Episode-level chapter and ID3 editing keeps metadata aligned before publishing
  • +RSS feed generation and enclosure URL management reduce broken-distribution risk
  • +Scheduling and show notes editing are organized around show and episode objects
  • +Analytics are grouped per episode to match publishing granularity
Cons
  • –Editing stays metadata-focused and does not replace full multitrack DAW workflows
  • –Automation and API options are limited compared with developer-first podcast stacks
Use scenarios
  • Independent creator

    Publish weekly episodes with consistent metadata

    Fewer post-publish fixes

  • Small media studio

    Standardize episodes across multiple shows

    Consistent directory updates

Show 1 more scenario
  • Content operations team

    Audit episode release readiness

    Reduced rework cycles

    Teams review episode metadata and chapters before publishing so playback navigation and track info match notes.

Best for: Fits when teams need reliable feed publishing plus strict episode metadata control.

#5

Podbean

SMB

Podcast hosting platform with monetization tools, live streaming, and analytics.

8.2/10
Overall
Features8.2/10
Ease of Use8.3/10
Value8.1/10
Standout feature

Web-based episode publishing and show notes workflow built around feed updates and directory distribution.

Podbean’s admin focuses on episodic publishing tasks like episode listing, show notes entry, and managing where episodes are served through distribution feeds. The editing surface is web-based for metadata and publishing steps rather than a full multitrack studio, so audio production still requires external tools when you need deep waveform editing. Feed-driven distribution is central to the workflow, so episode-level metadata edits affect what listeners and directories see.

Pros
  • +In-browser publishing workflow keeps metadata and release steps in one admin
  • +Built-in analytics show download and episode performance without extra tooling
  • +Feed-driven distribution reduces manual publish steps for directories
  • +Media management supports consistent episode updates across the show
Cons
  • –Advanced multitrack editing is not a primary capability in the editor
  • –Deep metadata control is limited compared with dedicated tagging workflows
  • –Automation and API depth are less visible than in specialized podcast APIs
  • –Bulk operations can require manual admin steps for large episode backlogs
Use scenarios
  • Content teams

    Schedule releases with consistent show notes

    Fewer publishing errors

  • Indie hosts

    Track download performance per episode

    Better episode planning

Show 2 more scenarios
  • Agencies

    Operate multiple client shows

    Lower operational overhead

    Run episodic publishing and show management from a single admin interface per show.

  • Marketing teams

    Publish recurring interview series

    More consistent cadence

    Maintain a repeatable workflow for episode releases from production to distribution.

Best for: Fits when teams need hosted publishing, scheduling, and episode analytics without building a custom toolchain.

#6

Blubrry

SMB

Podcast hosting, statistics, and WordPress integration platform by RawVoice.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

ID3 tag editing plus chapter support lets uploaded audio files carry consistent metadata into playback and episode listings.

Blubrry generates podcast hosting assets and publishes a show feed with episode-level metadata controls. It supports ID3 tag editing and chapter workflows so the same episode files can carry consistent info through playback.

Pros
  • +ID3 tag editing keeps file metadata aligned with episode listings
  • +Chapter marker support reduces manual rework for long-form episodes
  • +Browser-based editing and publishing keeps the workflow inside hosting
  • +Episode analytics tie activity to specific episodes and show history
Cons
  • –Advanced production tasks like multitrack editing are not in scope
  • –Feed and enclosure management require careful manual configuration
  • –Transcript and LUFS compliance controls are not the focus of the core editor
  • –Automation and API capabilities are limited compared with developer-first hosts
Use scenarios
  • Independent podcasters

    Host recorded shows with public feeds

    Public feed-ready audio

  • Podcast networks

    Run multiple shows in one system

    Centralized multi-show management

Show 2 more scenarios
  • Advertising-supported podcasters

    Monetize episodes through ad workflows

    Ad-supported episode monetization process

    Use monetization processes that connect ad-supported workflows to episode delivery and feed publishing.

  • Publishing teams

    Schedule recurring releases

    Consistent release calendar

    Plan upcoming episodes with planned release times to reduce last-minute feed changes.

Best for: Fits when a team needs hosting-driven metadata control and analytics without moving into a full production DAW.

#7

Transistor

SMB

Podcast hosting and analytics platform supporting multiple shows per account.

7.5/10
Overall
Features7.5/10
Ease of Use7.6/10
Value7.4/10
Standout feature

Transcript-centered episode editing in the browser, with publishing steps tied directly to the episode record.

Transistor is a podcast hosting and publishing system with an editor flow built around transcripts and episode pages. It supports episode scheduling, feed publication, and listener analytics that tie downloads to episodes.

Pros
  • +Episode scheduling and publishing are built into the authoring workflow
  • +Transcript-first episode editing supports faster drafting than waveform-only editors
  • +Analytics separate episode performance from show-level tracking
  • +Publish-to-distribute is handled from a single episode publish flow
Cons
  • –Production-focused workflows like multitrack editing are not the primary focus
  • –ID3 tag editing depth is limited for advanced metadata structures
  • –Advanced automation and governance controls require stronger external process discipline
  • –Extensibility options for custom episode processing are narrower than DAW pipelines
Use scenarios
  • Podcast distribution owners

    Syndicate episodes via hosted RSS

    Single source for multi-platform delivery

  • Editorial podcast teams

    Schedule a recurring podcast workflow

    More consistent release cadence

Show 2 more scenarios
  • Brands and community managers

    Publish branded episodes on websites

    Consistent listener-facing pages

    Use hosted show pages with embedded players so episodes can be presented on external channels.

  • Publishing operations teams

    Maintain episode and show metadata

    More consistent show information

    Manage titles, descriptions, artwork, show notes, chapter markers, and feed details for ongoing releases.

Best for: Fits when hosting and episode publishing control matter more than multitrack production editing.

#8

Cleanfeed

SMB

Browser-based live audio recording for remote podcast interviews with real-time monitoring.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

Remote double-ender recording connects directly into an editable session for the same episode.

Cleanfeed is a web-based podcast production system that emphasizes remote recording, editing, and publishing in one workflow. It provides a browser editor for multitrack sessions and metadata entry per episode, with export controls tailored to common podcast delivery formats.

Pros
  • +Browser-based multitrack editing avoids DAW context switching
  • +Remote double-ender recording workflow is built into production
  • +Episode scheduling and publish-time metadata entry reduce last-minute edits
  • +Per-episode media export supports common delivery formats
Cons
  • –Advanced mastering tasks may require external audio tools
  • –Automation and API surface are limited compared with integration-first hosts
Use scenarios
  • Video podcast teams

    Capture remote video sessions as audio

    Separated audio assets for editing

  • Independent interview producers

    Edit remote interviews from separate tracks

    Cleaner source files for editing

Show 2 more scenarios
  • Distributed voice directors

    Direct remote takes in real time

    More controlled remote takes

    Monitor and record participants during remote sessions so direction and session review happen together.

  • Audio editors and reviewers

    Scrub synchronized remote dialogue

    Faster timing and alignment checks

    Review and scrub synchronized remote audio to check timing, dialogue, or take alignment quickly.

Best for: Fits when teams want remote recording plus browser editing with centralized episode scheduling.

#9

Alitu

SMB

Podcast maker tool that automates recording, editing, and publishing in one workflow.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Guided browser mastering that applies clean-up and leveling before publishing, minimizing manual audio engineering steps.

Alitu turns podcast production into a guided browser workflow that blends upload, basic mastering, and publication steps in one place. Its editor focuses on cleaning and leveling audio, then packaging ready-to-publish episodes without requiring multitrack DAW work.

Pros
  • +Browser-based editing flow reduces the need for desktop DAW sessions
  • +Built-in mastering steps handle leveling and basic audio cleanup automatically
  • +Episode metadata fields support consistent show branding across releases
  • +Publication flow packages an episode into a distribution-ready handoff
Cons
  • –Limited multitrack session control compared with traditional DAWs
  • –Advanced post-production workflows require external tools for many edge cases
  • –Less granular control than dedicated editors for precise timing and complex edits
  • –Automation is strong for standard releases but weaker for highly custom pipelines
Use scenarios
  • Independent podcasters

    Publish finished episodes through feed workflow

    Updated feed with fewer steps

  • Solo creators

    Process weekly episode releases consistently

    More consistent preparation turnaround

Show 2 more scenarios
  • Marketing consultants

    Package interviews for distribution

    Interview content ready for syndication

    Turn recorded customer or expert interviews into structured podcast episodes with publishing assets.

  • Narrative podcast creators

    Level and trim scripted episodes

    Consistently leveled podcast audio

    Trim and level recorded scripts in the guided workflow and export a consistently prepared episode for publishing.

Best for: Fits when creating and publishing regular episodes with minimal post-production overhead.

#10

Podpage

SMB

Podcast website builder that generates a customizable site from an RSS feed.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Integrated episode pages with template-driven show notes, publishing scheduling, and RSS feed updates from one workspace.

Podpage centers on a publish-to-distribute workflow that combines podcast hosting with a built-in site and episode pages. It supports RSS feed generation for each show, along with episode scheduling and show notes editing tied to the distribution feed.

Pros
  • +RSS feed generation is integrated with episode scheduling and show notes
  • +Episode pages use reusable templates for consistent branding across releases
  • +Analytics emphasize episode-level download reporting
  • +Browser-first editing keeps publishing moving without desktop dependencies
Cons
  • –Multitrack session editing and batch production tools are not its focus
  • –Chapter marker embedding workflows are limited compared with production suites
  • –Metadata control granularity for ID3v2 fields can be less granular than DAW pipelines
  • –Automation and API-driven publishing controls are not as extensive as developer-first hosts
Use scenarios
  • Podcast publishers

    Publish episodes with built-in pages

    Automatic episode pages with feed sync

  • Show producers

    Schedule episodes with edited show notes

    Coordinated notes and scheduled releases

Show 2 more scenarios
  • Marketing teams

    Brand episode pages for campaigns

    Branded episode experiences

    Apply configurable branding elements on episode pages to keep listener presentation consistent with marketing needs.

  • Podcast growth analysts

    Review episode download analytics

    Clear episode download insights

    Use episode-level download reporting to track which releases perform best.

Best for: Fits when teams need hosting plus publish-ready pages with lightweight editing, not DAW-style production tooling.

Conclusion

After evaluating 10 podcast podcast software, Audacity 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.

Our Top Pick
Audacity

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Podcast Podcast Software

How should episode metadata be handled across hosting and editors?
Transistor keeps episode scheduling, feed publication, and listener analytics tied to each episode record, so metadata edits stay aligned with what gets published. Captivate-style browser tools are often split by workflow, but Transistor and Buzzsprout keep scheduling and show notes formatting inside the same authoring surface.
Which tool is better for transcript-driven editing and chapter-ready exports?
Descript is transcript-first, so word-level edits drive audio changes across its multitrack session. Transistor also centers on transcript-based episode editing, but Descript’s editing model supports re-recording missed moments and then exporting podcast-ready audio from the same workflow.
What breaks if audio files arrive without consistent ID3 tag and chapter data?
Blubrry and Castos both reduce the mismatch risk by supporting ID3 tag editing and chapter support inside the hosting or publishing workflow. If uploaded files lack consistent metadata, listeners may see incorrect track information and episode navigation timestamps that do not match the show notes.
When does a browser-based editor outperform a desktop DAW workflow?
Buzzsprout and Podbean keep publishing controls next to episode scheduling and show notes formatting, which reduces handoff steps after editing. Audacity outperforms for multitrack production when the workflow requires non-destructive clip-level edits and extensive processing before exporting MP3, WAV, or AIFF.
How does remote recording and collaborative production work across the top options?
Cleanfeed is built around remote double-ender recording that routes into an editable session for the same episode. Cleanfeed’s browser editing also keeps metadata entry and publishing scheduling centralized, which reduces the need to sync a separate editor and hosting dashboard.
Which publishing workflow validates the publish-to-distribute handoff more tightly?
Buzzsprout focuses on publish-to-distribute controls that validate enclosure readiness before release. Podpage also ties RSS feed updates to scheduled episode pages, but Buzzsprout’s editorial flow emphasizes distribution readiness checks tied to the episode record.
What tradeoff occurs when production editing is minimized to guided cleanup steps?
Alitu prioritizes guided browser mastering and packaging, so teams get fewer knobs for advanced multitrack correction. Cleanfeed or Audacity fit better when the production requirements include multitrack session editing, deeper audio processing, or custom mastering passes before exporting.
How are analytics and episode-level reporting connected to the published content?
Castos ties analytics to each episode so download and audience patterns align with the publishing metadata used for release. Transistor and Buzzsprout also anchor analytics to episode records, which supports episode-level drop-off analysis based on what listeners actually received.
Where do admin controls and team workflows typically diverge between hosting-first and editor-first tools?
Castos and Buzzsprout run publishing and feed generation within an admin workflow that treats episode records as the unit of control. Cleanfeed adds collaborative remote production by connecting editing and scheduling in one browser workspace, while Audacity stays a local project tool that depends on separate publishing coordination.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Podcast Podcast Software

We separate podcast software by how it handles workflow state across episodes, how it routes audio and metadata into a publishing feed, and how much automation and governance you get. The biggest gaps show up in criteria like Publishing automation and Access controls.

Publishing automation and episode routing

Why it matters

Publishing automation determines whether episodes move from production to distribution with consistent rules or manual handoffs. Episode routing matters when you run multiple shows or formats and need repeatable outcomes.

How to check

In a demo, create a test episode and set rules for what happens on completion (for example, when you change status). Then simulate publishing and confirm the software tracks which destination each episode targets.

Feed generation and update reliability

Why it matters

Feed generation and update reliability prevent broken or stale listings that listeners see. It matters when you republish, correct details, or schedule catch-up releases.

How to check

Look for a live feed preview or validation step, then change show title/cover and update. Verify the feed reflects changes and that clients fetch the updated enclosure and details without errors.

Metadata fields and template control

Why it matters

Metadata fields and template control affect consistency across episodes—titles, descriptions, and ownership details. If templates are limited, you’ll spend time fixing inconsistencies after publishing.

How to check

Build a show template for episode description and tags, then generate two test episodes with different inputs. Confirm which fields inherit defaults, which require manual edits, and how formatting looks in the feed.

Media library versioning for episodes

Why it matters

Media library versioning matters when you must replace an audio file without losing audit trail or breaking the feed. It also reduces mistakes like publishing the wrong render.

How to check

Upload an audio asset, publish a test episode, then upload a corrected version. Confirm the software lets you switch the episode to the new asset clearly and shows which file is currently linked.

Access controls and audit trail

Why it matters

Access controls and an audit trail reduce accidental edits and clarify who changed what on published content. This is critical when multiple editors handle titles, artwork, and release timing.

How to check

Ask for an admin view to assign roles (for example, editor vs publisher) and confirm what each role can change. Then make a change as a non-admin and check whether the activity appears in an audit-style history.

API and automation hooks for episodes

Why it matters

An API and automation hooks let you connect production checks, internal workflows, or other systems without brittle exports. It also supports repeatability when you manage many shows.

How to check

Check the docs for endpoints or webhooks tied to episode create/update and publish status. In a demo, ask whether you can update an episode field via automation and see the change reflected in the next feed update.

Red flags

  • Feed updates don’t reliably reflect edits like cover, titles, or enclosure replacements.
  • Templates allow only partial defaults, forcing manual fixes across every episode.
  • Roles can edit publish-sensitive fields without clear audit history.

Fit by situation

  • If you run multiple shows and want repeatable releases, prioritize Publishing automation and episode routing.
  • If you need to correct content after publishing without breaking listings, prioritize Feed generation and update reliability.
  • If several editors touch titles, artwork, and timing, prioritize Access controls and audit trail.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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