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Top 9 Best Game Casting Software of 2026

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Top 9 Best Game Casting Software of 2026

Top 10 ranking of game casting software for live streamers and creators, comparing Restream, OBS Studio, and Streamlabs Desktop by features and tradeoffs.

27 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

Search agents gather the source set and the review record, including transcriptions of 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 our reviews. Editorial policy

Game casting tools shape how match feeds turn into viewable broadcasts through capture, scene switching, overlays, and streaming outputs. This ranked list helps analysts and operators compare the production tradeoffs between desktop studios, browser workflows, and cloud graphics, with emphasis on configuration control, integration paths, and extensibility for recurring events.

Restream is the best pick for small esports teams that want consistent multistreaming and recording from one operator workflow, whereas OBS Studio fits when you need frequent scene changes and deeper audio plus encoding control for live casting, even without a unified production desk.

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

Restream

One dashboard to connect multiple inputs and push a synchronized broadcast to several destinations.

Best for: Fits when a small esports team needs consistent multi-platform streaming from one operator workflow.

2

Streamlabs Desktop

Editor pick

Overlay and widget composition stays tied to the scene graph for quick live changes.

Best for: Fits when a single caster needs fast scene switching, overlays, and audio mixing during live matches.

3

OBS Studio

Editor pick

The extensible scene and source system with scripting lets custom controls and repeatable production logic be built.

Best for: Fits when production needs frequent scene changes and configurable audio plus encoding control for live casting.

Comparison Table

1
RestreamBest overall
SMB
9.5/10
Overall
2
9.2/10
Overall
3
open-source
9.0/10
Overall
4
enterprise
8.7/10
Overall
5
8.4/10
Overall
6
8.1/10
Overall
7
API-first
7.8/10
Overall
8
vertical specialist
7.6/10
Overall
9
vertical specialist
7.2/10
Overall
#1

Restream

SMB

Cloud-based live streaming platform for multistreaming and recording.

9.5/10
Overall
Features9.4/10
Ease of Use9.6/10
Value9.5/10
Standout feature

One dashboard to connect multiple inputs and push a synchronized broadcast to several destinations.

Restream fits game casting workflows that need one operator view for multi-destination publishing, because it concentrates input switching and output routing in a single dashboard. It supports common ingest paths such as RTMP and browser capture, which helps when a match setup varies between a capture PC and a casting laptop.

A key tradeoff is that Restream does not replace a full broadcast video switcher for scene effects and graphics-heavy production, so teams still need dedicated overlay and encoding tooling. It works best for spectator-mode syndication and stream consistency when the production goal is reliable multi-platform delivery rather than bespoke production control at the video timeline level.

Pros
  • +Centralized routing for simultaneous multi-destination live output
  • +Browser-based and RTMP ingest paths cover mixed capture setups
  • +Unified operator controls for switching and destination management
Cons
  • –Advanced scene automation needs companion broadcast tools
  • –Multi-platform workflows still require careful encoder settings
Use scenarios
  • Indie streamers

    Syndicate matches from one gaming PC

    Fewer broken parallel streams

  • Tournament production

    Maintain consistent caster broadcast

    More consistent spectator access

Show 1 more scenario
  • Casting teams

    Handle mixed capture hardware

    Faster setup across locations

    They use browser capture or RTMP ingest when capture devices differ between venues and caster setups.

Best for: Fits when a small esports team needs consistent multi-platform streaming from one operator workflow.

#2

Streamlabs Desktop

SMB

Game streaming software with scene building, alerts, widgets, and platform connections.

9.2/10
Overall
Features9.2/10
Ease of Use9.3/10
Value9.2/10
Standout feature

Overlay and widget composition stays tied to the scene graph for quick live changes.

Streamlabs Desktop fits casters and small production teams who run a repeatable broadcast with scenes, audio sources, and overlay elements that change during gameplay. The core workflow centers on game capture plus layered overlays, with audio mixing controls that stay in the same operator surface as scene switching. Stream labs tooling also includes monitoring views and clip tools meant for post-fight or highlight extraction without leaving the desktop.

A tradeoff appears when higher automation and governance are required, because Streamlabs Desktop centers on local configuration for the operator rather than multi-user workflows with strong RBAC and audit logs. It fits best when one operator handles the stream under time pressure, such as esports-style match casting where scene changes and commentary timing matter more than cross-seat administration.

Pros
  • +Scene switching and overlays run from one operator workspace
  • +Audio mixing supports multi-source control for caster commentary workflows
  • +Built-in monitoring helps catch capture or encoding issues during live shows
  • +Clip and highlight tools reduce friction for post-event publishing
Cons
  • –Multi-operator governance is limited for teams with strict RBAC needs
  • –Automation and API extensibility are lighter than dedicated production control stacks
Use scenarios
  • Solo streamers

    Gameplay streams with frequent scene changes

    Faster on-air transitions

  • Tournament casters

    Match casting with consistent overlays

    More consistent broadcast output

Show 1 more scenario
  • Multistream hobby teams

    Single-PC production with ingest targets

    Lower operational complexity

    Teams route live output through RTMP ingest endpoints while maintaining local overlay control.

Best for: Fits when a single caster needs fast scene switching, overlays, and audio mixing during live matches.

#3

OBS Studio

open-source

Open-source broadcasting software for capturing games, scenes, audio, and live streams.

9.0/10
Overall
Features9.2/10
Ease of Use8.9/10
Value8.7/10
Standout feature

The extensible scene and source system with scripting lets custom controls and repeatable production logic be built.

OBS Studio fits game casting when creators need hands-on control over scene composition, including per-scene overlays, transitions, and audio routing for caster commentary and game audio. Source selection supports common capture paths like display capture and window capture, and it can also ingest external feeds depending on configuration. Multi-view monitoring and layout control come from scene graphs and audio buses, which are managed directly in the app rather than in a limited preset builder.

A key tradeoff is that achieving stable results depends on careful configuration of encoding settings, capture sources, and audio levels, especially when targeting low-latency stream output. OBS Studio works best when the production workflow includes frequent scene changes, overlay management, or multi-source mixing that benefits from scripts and plugins.

Pros
  • +Scene graph editing enables fast layout and transition control
  • +Audio mixing supports multiple tracks for caster and game sound
  • +Scripting and plugins add automation and custom control paths
  • +Low-level encoding controls support tuning for latency and quality
Cons
  • –Stable output requires careful configuration of capture and encoder settings
  • –Some advanced workflows depend on plugins or external integrations
  • –Error recovery and diagnostics can take time during live production
  • –Learning the scene and source model takes more effort than guided tools
Use scenarios
  • Independent caster

    Switch overlays between match states

    Cleaner match-to-match production

  • Small tournament team

    Mix commentary with game audio

    Consistent audio under pressure

Show 2 more scenarios
  • Streaming technologist

    Automate scene triggers with scripts

    Lower manual control overhead

    Scripting and plugins support custom hotkeys and automated layout logic for repeatable casting runs.

  • Esports producer

    Route multiple input sources

    More reliable multi-source shows

    Source management supports combining several feeds into one monitored program output with controlled transitions.

Best for: Fits when production needs frequent scene changes and configurable audio plus encoding control for live casting.

#4

vMix

enterprise

Live production software for game capture, switching, replay, graphics, and streaming.

8.7/10
Overall
Features8.4/10
Ease of Use8.8/10
Value8.9/10
Standout feature

Scene presets with immediate transition control let operators re-route sources and overlays during live production.

vMix fits esports broadcast workflows where scene switching, audio mixing, and multi-source monitoring have to stay under one operator control. It runs as a desktop production application that combines live capture, real-time encoding, and overlays into a single streaming output pipeline.

Pros
  • +Unified scene switching and audio mixing inside one operator workflow
  • +SDI capture and NDI ingest support reduces external converters
  • +Multi-view monitoring helps catch source issues before they hit viewers
  • +Instant scene transitions keep production cadence consistent
Cons
  • –Depth of controls can overwhelm casual streamers
  • –Advanced setups often require careful configuration of devices and formats
  • –Large scene projects can slow down workstation performance
  • –Automation and API surfaces are less explicit than in tool-specific stacks

Best for: Fits when tournament-style production needs multi-source control, monitoring, and fast scene changes without switching apps.

#5

StreamYard

SMB

Browser-based live streaming studio for multi-platform broadcasting.

8.4/10
Overall
Features8.6/10
Ease of Use8.2/10
Value8.3/10
Standout feature

Multi-guest studio joining with synchronized layouts and audio mixing inside a browser streaming control room.

StreamYard runs as a browser-based control room for multi-guest live streams where scene switching and overlays stay in sync across participants. Core capabilities include live studio layouts, stream overlays, audio mixing, and comment or alert widgets that work during the show.

Pros
  • +Browser-based studio makes multi-guest production usable without capture software juggling
  • +Scene switching and stream overlays stay coordinated across remote participants
  • +Built-in audio mixing reduces common casting failures from levels and routing
  • +Widget support helps keep overlays reactive to chat and show cues
Cons
  • –Full control over advanced production hardware pipelines is limited compared to dedicated broadcast software
  • –Real-time latency tuning is constrained by browser studio routing
  • –Instant replay and replay buffer workflows are not a first-class casting feature
  • –Scalability beyond a small production crew can require tighter show discipline

Best for: Fits when a casting desk needs fast guest coordination and consistent overlays without building a custom production pipeline.

#6

Lightstream

SMB

Cloud-based streaming studio for combining game feeds, layouts, cameras, and live production elements.

8.1/10
Overall
Features8.1/10
Ease of Use7.9/10
Value8.3/10
Standout feature

Automation-first production control that keeps scenes, overlays, and transitions consistent across live sessions.

Lightstream targets streamers who need a managed path from their content sources into a public broadcast, with an emphasis on automation and consistent output settings. The core capability centers on driving scenes and stream outputs from its control layer, so overlays, audio sources, and transitions can be handled without constant manual edits. Lightstream fits broadcast workflows that depend on repeatable configurations across sessions and multiple destinations.

Pros
  • +Repeatable streaming configuration reduces session-by-session setup friction
  • +Scene and transition control supports consistent on-air pacing
  • +Overlay handling supports visual structure during live production
  • +Integration with common streaming endpoints supports multi-destination workflows
Cons
  • –Advanced production customization can require tighter workflow discipline
  • –Deep capture and hardware routing depends on external components

Best for: Fits when streamers need repeatable production control and consistent output across frequent sessions.

#7

Singular.live

API-first

Cloud graphics platform for live data-driven overlays, scoreboards, and broadcast compositions.

7.8/10
Overall
Features7.6/10
Ease of Use8.0/10
Value7.9/10
Standout feature

Caster studio workspace that merges coordinated scene control, overlays, and production notes for live multi-caster sessions.

Singular.live centers game casting workflows on a curated “caster studio” layout that combines stream control, overlays, and production notes for multi-caster sessions. It supports scene and media management with real-time collaboration so casters can switch sources and coordinate commentary while monitoring the live output.

Pros
  • +Caster studio layout keeps stream control, overlays, and notes in one place
  • +Real-time collaboration supports coordinated scene switching across multiple casters
  • +Media and scene management reduces handoffs during tournament production
  • +Delivery settings are integrated into the same operational workspace
Cons
  • –Advanced mixer-style workflows need more manual setup than capture-first tools
  • –Governance controls feel light for large orgs with strict role separation
  • –Extensibility is narrower than API-first casting tools
  • –Overlay customization can hit limits for highly branded scoreboard layouts

Best for: Fits when small esports teams need coordinated casting scenes and overlays without building a custom production stack.

#8

Sizzle

vertical specialist

Gaming video platform focused on live and automated esports viewing experiences.

7.6/10
Overall
Features7.8/10
Ease of Use7.3/10
Value7.5/10
Standout feature

Casting events can drive a structured production flow that keeps overlays and transitions consistent.

Sizzle is a game casting workflow tool built around scene-ready output for esports-style streams. It supports multi-person participation by coordinating casting, overlays, and replay moments into a controlled production flow.

Pros
  • +Repeatable casting-to-scene workflow reduces match-day reconfiguration
  • +Overlay composition stays consistent across rapid scene changes
  • +Built for caster and operator handoff without manual scene rebuilding
  • +Replay moments can be triggered as part of the same production flow
Cons
  • –Workflow logic can feel rigid compared with open-ended desktop tools
  • –Advanced customization requires deeper setup than typical stream dashboards
  • –Limited fit for fully bespoke productions that need custom encoding logic
  • –Multi-stream operator control is less granular than broadcast-grade systems

Best for: Fits when match production needs repeatable scene and overlay control for casters and operators.

#9

CasparCG

vertical specialist

Open-source broadcast graphics and playout software for live production environments.

7.2/10
Overall
Features7.5/10
Ease of Use7.0/10
Value7.1/10
Standout feature

CasparCG command-and-template control model enables scripted scene switching and synchronized playout overlays.

CasparCG runs as a server that injects rendered graphics and audio into a playout-style output pipeline. It supports stage-style templates, scene-based control, and timed playback through its control protocol so overlays can sync with the current program.

Pros
  • +Server-based overlay playout keeps graphics logic separate from encoders
  • +Scriptable commands enable repeatable scene changes with timing control
  • +Template-driven graphics reduce manual layer work during live runs
  • +Asset switching supports multiple shows without rebuilding overlays
Cons
  • –Setup and configuration require broadcast-style discipline and testing
  • –Direct caster UI control is limited compared with full streaming suites

Best for: Fits when teams need scriptable overlay control for tournament streams and replay-heavy production.

Conclusion

After evaluating 9 game casting software, Restream 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
Restream

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 Game Casting Software

Game casting software targets the operator workflow behind a tournament broadcast, including scene switching, overlay control, and multi-destination output. This guide covers Restream, Streamlabs Desktop, OBS Studio, vMix, StreamYard, Lightstream, Singular.live, Sizzle, and CasparCG.

The main differences show up in how each tool handles multi-platform routing, how tightly overlays attach to a scene graph, and how much production control stays inside one operator workspace.

Game Casting Software for scene control, overlays, and broadcast routing

Game casting software is the control layer that ties capture inputs, scene layouts, and caster audio into consistent live output for esports matches. Teams often use it to coordinate rapid scene changes, keep overlays aligned with on-air context, and route one live feed to multiple destinations.

Restream focuses on centralized routing from one operator workflow into synchronized multi-destination output. Streamlabs Desktop focuses on overlay and widget composition that follows the scene graph for quick live changes, which fits casters who switch layouts and audio during matches.

Game casting control features that drive production consistency

Operator tools rise or fall on how predictably they handle scene changes, overlay placement, and live routing during tournament workflows.

These features matter because the caster’s output must stay stable across rapid transitions, multiple destinations, and mixed capture setups without forcing constant reconfiguration mid-match.

  • Multi-destination routing from one control workflow

    Restream centralizes routing for simultaneous multi-destination live output from one dashboard, and it supports mixed input paths through browser-based and RTMP ingest. Lightstream focuses on repeatable production control across sessions, which matters when routing consistency is the main operational requirement.

  • Overlay behavior that stays aligned to scene changes

    Streamlabs Desktop keeps overlay and widget composition tied to the scene graph so live changes happen quickly during casting. Sizzle also targets repeatable casting-to-scene overlay consistency, but it does so with a more structured workflow that can feel less open-ended than desktop scene systems.

  • Scene graph editing and scripting for repeatable production logic

    OBS Studio uses an extensible scene and source system plus scripting so teams can build custom controls and repeatable logic. vMix provides scene presets with immediate transition control so operators can re-route sources and overlays without switching apps.

  • Hardware ingest and broadcast-style device handling

    vMix includes SDI capture and NDI ingest support, which reduces reliance on external converters for tournament setups. Restream can cover mixed capture setups through its browser-based and RTMP ingest paths, but advanced broadcast hardware pipelines typically need more outside configuration.

  • Automation and consistency across frequent casting sessions

    Lightstream is automation-first and keeps scenes, overlays, and transitions consistent across live sessions. Sizzle focuses on a repeatable casting-to-scene workflow that keeps overlays and transitions consistent during match-day production.

Pick the casting tool whose control model matches tournament operations

Teams should choose based on how the tool structures operator control, not based on which streaming features look familiar. The goal is to align scene switching, overlay updates, and routing with the way matches are produced, including how many people operate the desk.

Different philosophies show up in where routing and graphics logic live, how fast scene transitions execute, and how much automation exists for repeatable match setups. Restream fits centralized routing for multi-destination output, while Streamlabs Desktop and OBS Studio fit scene-graph-centric caster workflows that need fast live changes.

  • Choose the routing model: one dashboard versus operator-embedded output

    Select Restream when the main operational problem is synchronizing one live broadcast to several destinations from a single operator workflow. Select StreamYard when browser-based multi-guest coordination and synchronized layouts drive the workflow more than deep device capture control.

  • Choose the graphics coupling: overlays that follow the scene graph or presets that switch instantly

    Select Streamlabs Desktop when overlays and widgets must stay tied to a scene graph for quick live updates during matches. Select vMix when scene presets and immediate transition control need to re-route sources and overlays during tournament production without app switching.

  • Choose extensibility depth for repeatable production logic

    Select OBS Studio when teams need an extensible scene and source system with scripting to build custom controls and repeatable production logic. Select CasparCG when teams want server-based, command-and-template control for scripted scene switching and synchronized playout overlays.

  • Choose hardware pipeline fit and ingest paths

    Select vMix when SDI capture and NDI ingest reduce reliance on external converters for live tournament setups. Select Restream when mixed capture setups can be covered by its browser-based and RTMP ingest paths, even when deeper broadcast hardware routing belongs elsewhere.

  • Choose automation level for match-day consistency

    Select Lightstream when repeatable scenes, overlays, and transitions across frequent sessions matter more than open-ended desktop customization. Select Sizzle when the casting workflow must stay rigid enough to keep overlays and transitions consistent across rapid scene changes.

Who should use Game Casting Software for scene control and tournament output

Game casting software fits teams that run tournament-like production where scene switching, overlay updates, and live routing must stay consistent under operator time pressure.

The best match depends on whether the organization needs centralized multi-destination routing, scene-graph-driven caster control, or broadcast-style device and scripted playout behavior.

  • Small esports teams casting from one operator desk

    Restream fits when one operator must push synchronized broadcasts to multiple destinations while coordinating a multi-input workflow. Singular.live also fits teams that need coordinated scene control and overlays in a shared caster studio workspace.

  • Single casters who need fast live scene switching with overlays

    Streamlabs Desktop fits casters who switch scenes quickly and rely on overlays that stay tied to the scene graph. OBS Studio fits operators who want configurable audio plus encoding control with extensible scene and source logic.

  • Tournament production teams with tournament-style monitoring and multi-source control

    vMix fits teams that need unified scene switching, audio mixing, and monitoring inside one operator workflow with SDI capture and NDI ingest support. CasparCG fits teams that want scriptable overlay control with server-based playout separation from encoders.

  • Desk operators coordinating remote guests from a casting control room

    StreamYard fits when the production desk needs multi-guest joining with synchronized layouts and audio mixing inside a browser studio. Singular.live fits when real-time collaboration across multiple casters needs coordinated scene switching and shared overlay control.

Common casting workflow mistakes that lead to unstable on-air output

Production failures usually come from mismatched control models, not from missing menu options. Scene transitions break down when overlays are not anchored to the same structure as the scene logic, and multi-destination broadcasts fail when encoder settings drift.

Another recurring issue is choosing a tool with insufficient governance controls for team operations. Multi-operator workflows that require strict role separation can struggle when governance controls are limited.

  • Assuming advanced scene automation works out of the box without companion workflow support

    Restream centralizes multi-destination routing, but advanced scene automation needs companion broadcast tools. Teams that automate scenes should validate that their chosen workflow has the right control layer for overlays and timing.

  • Treating overlay and widget placement as independent from scene switching

    Streamlabs Desktop keeps overlay and widget composition tied to the scene graph, which reduces misalignment during fast transitions. If a tool’s overlay behavior is not anchored to the scene structure used during casting, overlay edits can lag behind scene changes.

  • Underestimating how much configuration discipline stable output requires

    OBS Studio can require careful configuration of capture and encoder settings to keep output stable. vMix also rewards careful configuration of devices and formats when setups are advanced.

  • Choosing a tool with limited governance controls for multi-operator tournament teams

    Streamlabs Desktop has limited multi-operator governance for teams with strict RBAC needs. Teams with role separation requirements should prioritize tools that support production control with clear operational boundaries.

How analysts built the shortlist for Game Casting Software

Analysts gathered concrete product information by opening the original publication and copying each stated figure that appears next to a product claim. Analysts then compared those figures with official documentation and the changelog, and they used an independent review only when a cited review source directly provided the referenced benchmark.

Analysts kept a figure when it matched those sources and removed or replaced claims that did not align. Restream stood out because its centralized, multi-input dashboard approach for synchronized multi-destination broadcasting was consistently reflected across the product documentation and the cited feature claims.

Frequently Asked Questions About Game Casting Software

Which tool works best for multi-destination casting from one operator workflow: Restream or StreamYard?
Restream routes multiple live inputs to many destinations through a centralized stream manager, which suits one operator handling syndication. StreamYard centers on a browser-based control room for multi-guest studios, so it fits guest-driven layouts more than centralized multi-input routing.
How do scene switching workflows differ between OBS Studio and vMix during a live game feed ingest?
OBS Studio uses an extensible scene and source system with scripting and plugins to automate scene transitions around capture inputs. vMix keeps scene switching, audio mixing, and multi-source monitoring under one desktop control, using scene presets for immediate transitions without switching apps.
What breaks first if a team relies on overlays built in Streamlabs Desktop but needs tighter operator-level control in a tournament setup?
Streamlabs Desktop prioritizes fast scene switching, overlay editing, and multichannel audio during a single-stream workstation workflow. vMix adds tournament-style monitoring and multi-source control in one operator pipeline, so the limitation shows up when operators need deeper scene preset control and consistent program oversight across sources.
Which product fits teams that need a structured handoff between casters and operators: Sizzle or Singular.live?
Sizzle maps casting events to repeatable production actions so casters and operators can coordinate overlays and transitions with less rework. Singular.live focuses on a curated caster studio workspace with collaborative scene and media management, which helps coordination but does not encode match-to-production actions as explicitly.
When should esports teams choose vMix with SDI capture or NDI ingest instead of a desktop capture workflow in OBS Studio?
vMix fits teams already using hardware feeds where SDI capture or NDI ingest reduces patch-heavy changes to the rest of the call workflow. OBS Studio can handle multiple inputs and flexible routing, but vMix is more aligned with keeping capture, encoding, overlays, and multi-source monitoring under one control surface for broadcast operations.
How do CasparCG integrations change the overlay workflow compared with Restream’s multi-platform stream manager?
CasparCG runs a playout-style server that injects rendered graphics and audio into a program timeline via its control protocol, which keeps overlays separate from encoding. Restream routes whole live streams across destinations, so the workflow centers on centralized distribution rather than scriptable, template-driven overlay playout.
Which tool supports automation-first production control for consistent scenes and transitions across frequent sessions: Lightstream or OBS Studio?
Lightstream drives scenes and stream outputs from its control layer so overlays, audio sources, and transitions remain consistent across repeated sessions. OBS Studio supports automation through scripting and plugins, but the operator still manages scenes and configuration inside the desktop production interface rather than running a managed control layer.
How do browser-based studio workflows differ between StreamYard and Singular.live for multi-caster coordination?
StreamYard runs as a browser-based control room where multiple guests join and the studio layouts stay synchronized with overlays and audio mixing. Singular.live centers on a caster studio workspace for coordinated casting scenes and production notes, so it functions more like a shared casting control layout than a guest-first browser studio.
What admin control gaps typically appear when a small team uses Singular.live and later needs enterprise-style governance?
Singular.live keeps governance lightweight and focuses on caster studio coordination, which fits small casting squads over deep role modeling. That design choice becomes a gap when organizations require granular RBAC, detailed audit log workflows, and stricter provisioning controls across operator roles.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

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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