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Top 10 Best Ad Blocking Software of 2026

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Top 10 Best Ad Blocking Software of 2026

Compare ad blocking software options like Adblock Plus, NextDNS, and Pi-hole with tradeoffs for privacy, device control, and DNS filtering needs.

19 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

Agents extract product evidence with provenance, then collect written reviews and 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

Ad blocking tooling matters because it shifts blocking to browser filters, DNS resolvers, or network-level sinkholes that can change page behavior, privacy outcomes, and performance. This comparison helps technical readers weigh platform fit and deployment choices, from DNS filtering like Pi-hole to browser and mobile filtering that depends on extension or VPN interception.

Adblock Plus is the best pick for personal browser ad blocking that needs easy filter-list customization, since its EasyList-style subscriptions and broad list compatibility make swapping rulesets fast without changing networks, whereas Brave Browser suits people who want browser-native, extension-free Shields protection with simple per-site control.

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

Adblock Plus

Support for extensive third-party filter list subscriptions using EasyList-style syntax and compatibility across common list formats.

Best for: Fits when personal browser ad blocking needs filter-list customization without network changes.

2

NextDNS

Editor pick

Token-based API provisioning that assigns policies and identities for consistent DNS policy enforcement across networks.

Best for: Fits when teams need network-wide DNS-based blocking with automation and audit-friendly visibility.

3

Pi-hole

Editor pick

Query-level telemetry in the Pi-hole dashboard helps map blocked domains to client activity for fast list tuning.

Best for: Fits when DNS-based blocking is preferred over browser filters for whole networks.

Comparison Table

1
Adblock PlusBest overall
consumer
9.5/10
Overall
2
8.9/10
Overall
3
8.6/10
Overall
4
enterprise
8.5/10
Overall
5
8.0/10
Overall
6
7.9/10
Overall
7
consumer
7.6/10
Overall
8
consumer
7.1/10
Overall
9
consumer
6.8/10
Overall
10
consumer
6.5/10
Overall
#1

Adblock Plus

consumer

Browser extension supporting the Acceptable Ads program.

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

Support for extensive third-party filter list subscriptions using EasyList-style syntax and compatibility across common list formats.

Adblock Plus blocks ads in browsers by using EasyList-style filter lists and matching rules against web content. It supports custom filter subscriptions and manual rule creation, which lets users tailor blocking behavior beyond the default lists.

The core enforcement runs as a client-side browser extension, so it targets page requests made in that browser. Category-wise, it focuses on URL and element blocking patterns rather than network-wide DNS sinkholing.

Pros
  • +EasyList-style filter syntax supports fine-grained custom rules
  • +Filter subscriptions make switching list sets fast
  • +Client-side blocking works without changing the network path
  • +Large community-maintained filter ecosystems reduce manual curation
Cons
  • –Client-side enforcement cannot block traffic outside the browser
  • –False positives require per-site exception management
  • –No native network-wide governance or RBAC controls
  • –Limited control over modern encrypted traffic beyond what extensions can inspect
Use scenarios
  • Consumers who want less ads

    Hide banner and video ad elements

    Cleaner pages with fewer ads

  • Individual browser users

    Suppress known pop-up and modal patterns

    Fewer disruptive pop-ups

Show 2 more scenarios
  • Browser-scoped power users

    Keep filtering limited to one browser

    Filtering stays browser-local

    Uses extension or supported mobile app controls so filtering applies only inside supported browsing contexts.

  • Users with breakage-prone sites

    Add allow rules for problematic domains

    More sites remain usable

    Lets specific websites be allowed or exceptions edited when blocking breaks useful content or functions.

Best for: Fits when personal browser ad blocking needs filter-list customization without network changes.

#2

NextDNS

SMB

Cloud-based DNS resolver with built-in ad and tracker blocking.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Token-based API provisioning that assigns policies and identities for consistent DNS policy enforcement across networks.

NextDNS applies DNS-based blocking by routing client DNS queries through its policy engine, which makes enforcement work without browser extensions. Domain blocklists, custom allowlists, and rule conditions let filtering differ by network, device, or client identity.

NextDNS also includes query logging controls, alerting, and API-driven configuration for ongoing governance. The setup centers on choosing policies and provisioning them to networks that use the NextDNS DNS endpoints.

Pros
  • +API and tokenized provisioning support automated policy rollout
  • +Policy rules can vary blocking by client identity
  • +Custom domain allowlists reduce false positives without disabling lists
  • +Detailed DNS query logs support ongoing verification
Cons
  • –DNS-only enforcement leaves ads that arrive via approved domains
  • –Accurate client mapping to identity often requires careful setup
  • –Some workloads with unusual DNS behavior can see partial coverage
  • –Policy changes require propagation checks to avoid inconsistent results
Use scenarios
  • Privacy-conscious consumers

    Block ad and tracker domains via DNS

    Less tracking at DNS layer

  • Security teams and home users

    Block malware and phishing domains

    Reduced exposure to threats

Show 2 more scenarios
  • Parents and shared-device managers

    Restrict gaming and social domains

    Fewer distractions on devices

    Applies conditional DNS policies to limit access to selected social, gaming, and education domains.

  • IT support administrators

    Diagnose blocked destinations using logs

    Faster policy troubleshooting

    Uses request history and rule-match logs to review blocked domains and resolve access issues.

Best for: Fits when teams need network-wide DNS-based blocking with automation and audit-friendly visibility.

#3

Pi-hole

SMB

Network-level ad blocker running as a DNS sinkhole on local hardware.

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

Query-level telemetry in the Pi-hole dashboard helps map blocked domains to client activity for fast list tuning.

Pi-hole delivers DNS sinkhole based ad-and-tracker blocking by matching client DNS queries against block and allow lists. Administration runs through a web dashboard, while request telemetry like query logs and domain stats support troubleshooting and false positive checks.

Pi-hole can also operate as part of a wider DNS stack by upstreaming to recursive resolvers and supporting common network setups for network-wide enforcement. The solution is best evaluated on rule coverage, list management workflow, and how quickly administrators can validate impact from DNS query patterns.

Pros
  • +DNS sinkhole enforcement blocks domains before HTTP requests are made
  • +Web dashboard provides query logs and domain hit statistics for tuning
  • +Block and allow list workflow supports quick mitigation of false positives
  • +Network-wide deployment works across DHCP clients with a single resolver
Cons
  • –Visibility stops at DNS, so it cannot filter on URL paths or page content
  • –Accuracy depends on list quality and local allowlisting discipline
  • –High-volume query logging can increase storage and retention management work
Use scenarios
  • Households and small offices

    Block ad domains network-wide

    Fewer ad-domain resolutions

  • Home privacy administrators

    Reduce tracking domains using lists

    Centralized tracker blocking

Show 2 more scenarios
  • Parents and small-office admins

    Restrict selected domains via DNS

    DNS-level destination controls

    Blocks individual domains or categories at the DNS level to restrict destinations for the network.

  • Home network managers

    Monitor DNS activity by client

    Per-device visibility

    Reviews query logs and domain stats by client to investigate unexpected lookups and validate blocking impact.

Best for: Fits when DNS-based blocking is preferred over browser filters for whole networks.

#4

Control D

enterprise

Customizable DNS resolver offering ad, malware, and tracker blocking.

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

Policy-driven management with an automation and API surface for centralized enforcement workflows.

Control D differentiates with DNS-based ad and tracker blocking that works as network-wide enforcement rather than a browser-only extension.

Pros
  • +Network-wide blocking by DNS policy, not just per-device filtering
  • +Centralized rule management supports recurring policy updates
  • +API-driven workflows fit provisioning and change management automation
  • +Works across app traffic patterns that rely on DNS resolution
Cons
  • –False positives can require careful domain allowlisting and testing
  • –Governance discipline is needed to manage exceptions over time
  • –DNS-based visibility limits reduce precision versus full HTTP inspection
  • –Rule tuning may require iterative validation in compatibility testing matrices
Use scenarios
  • Consumers and small teams

    Block ad and tracker domains for all clients

    DNS blocking across devices

  • Security operations teams

    Rapidly block incident domains

    Faster response to threats

Show 2 more scenarios
  • Wi-Fi and network administrators

    Filter domains for managed and guest Wi-Fi

    Consistent domain filtering

    Applies category and domain policies to users connected through managed or guest Wi-Fi environments.

  • Managed network administrators

    Provision repeatable DNS policy sets via API

    More consistent policy rollout

    Deploys consistent DNS policy sets across multiple homes, offices, or networks with API-driven workflows.

Best for: Fits when IT and security teams need DNS-enforced ad-and-tracker blocking across many clients.

#5

Brave Browser

consumer

Chromium-based browser with built-in Shields ad and tracker blocking.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Brave Shields combines ad blocking with cross-site tracking protection in a browser-native, extension-free control set.

Brave Browser blocks ads and trackers using browser-native filtering and an extension-free experience. Its shields apply URL and request blocking at the client side, which covers common ad and tracking paths without adding DNS infrastructure.

Pros
  • +Browser-native shields block ads and trackers without DNS changes
  • +Cross-site tracking protection reduces third-party request patterns
  • +Granular per-site controls for shields toggles
  • +Fast onboarding with built-in filtering configuration
Cons
  • –Client-side blocking does not enforce policies on other devices
  • –Advanced URL filtering needs custom rules via extension routes
  • –Limited visibility into blocked outcomes compared with proxy logs
  • –Some sites may require per-site adjustments to avoid breakage
Use scenarios
  • Privacy-conscious consumers

    Reduce ads and trackers during daily browsing

    Fewer tracking requests

  • Readers on content-heavy sites

    Block embedded trackers from widgets

    Cleaner page loads

Show 2 more scenarios
  • Privacy reviewers and web evaluators

    Compare page behavior with protections enabled

    A reader-side evaluation view

    Browses live pages with tracking protections on to observe how privacy controls affect user-facing experiences.

  • Users tuning complex websites

    Adjust Shields per site when blocking breaks actions

    A working site with protections

    Changes Shields categories for a domain so blocking can be balanced against login, checkout, or app flows.

Best for: Fits when ad and tracker blocking must stay browser-scoped with minimal setup and per-site overrides.

#6

AdGuard Browser Extension

consumer

Standalone extension that blocks ads, trackers, and malicious domains across all major browsers.

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

Per-site control to quickly adjust blocking rules for problematic domains.

AdGuard Browser Extension is a client-side ad blocking extension that focuses on URL and page-element filtering inside the browser. It runs alongside mainstream browsers, applies filtering rules to browsing sessions, and provides per-site controls for disabling or adjusting blocking behavior.

Pros
  • +Per-site toggles reduce breakage on sites that need exceptions
  • +Filter set management supports multiple sources of blocking rules
  • +Lightweight browser operation keeps protection scoped to the browser
  • +Granular settings help refine blocking without switching tools
Cons
  • –Protection scope is limited to the browser, not the whole device
  • –Some compatibility issues still appear on highly scripted pages
Use scenarios
  • Everyday web users

    Reduce ads while browsing

    Fewer intrusive elements

  • Privacy-focused readers

    Limit tracking scripts

    Lower tracking exposure

Show 1 more scenario
  • Content operators

    Test pages with fewer blockers

    More reliable previews

    Creators can disable blocking on specific domains to validate how sites render and behave.

Best for: Fits when browser-only blocking is needed and per-site exceptions prevent layout and script failures.

#7

Blokada

consumer

Mobile ad blocker using VPN tunneling to filter ads system-wide on Android.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Per-domain allowlisting enables fast rollback when a filter list blocks functional app domains.

Blokada’s core mechanism uses DNS-based blocking so domain lookups can be answered with blocked results before apps open connections. Filter lists can be loaded in standard EasyList-style formats, and domain-level rules let users tune what gets blocked. Domain allowlisting helps reduce false positives when media hosts or app backends share infrastructure with blocked items.

Pros
  • +DNS-based blocking prevents unwanted domains from loading across apps
  • +EasyList-style filter lists cover large ad-and-tracker domain sets
  • +Domain allowlist reduces false positives without disabling all blocking
  • +Config persistence keeps rules active across typical app sessions
Cons
  • –DNS-based enforcement can miss trackers that use IP-only delivery
  • –In-app web views may require enabling the correct DNS mode
Use scenarios
  • Mobile users

    Block trackers across native apps

    Fewer unwanted requests

  • Privacy-focused users

    Use curated filter lists

    Lower tracking exposure

Show 1 more scenario
  • Users testing compatibility

    Triage false positives

    Working apps restored

    Domain allowlisting restores access to misclassified sites while keeping the rest blocked.

Best for: Fits when mobile users need device-wide ad-and-tracker domain blocking.

#8

AdBlock

consumer

Browser extension blocking ads, pop-ups, and tracking on Chrome and Safari.

7.1/10
Overall
Features7.1/10
Ease of Use7.1/10
Value7.1/10
Standout feature

Per-domain allowlisting plus element hiding rules to fix broken pages without disabling all blocking.

AdBlock targets client-side blocking inside browsers rather than DNS-based blocking, so enforcement happens where pages load. The configuration center supports adding and removing filter lists, and it supports rule-style edits for finer-grained control. AdBlock also includes allowlisting and element hiding options that reduce breakage on sites with custom layouts.

Pros
  • +Per-site toggle and allowlisting reduce manual troubleshooting
  • +Supports EasyList-style filter list workflows for tracker coverage
  • +Element hiding helps with layout fixes when ads are still present
  • +Low friction rule edits for specific domains and URL patterns
Cons
  • –Browser add-on scope does not enforce network-wide blocking
  • –Complex custom rules can increase false positives and breakages
  • –Harder to govern across many devices without centralized controls
  • –Limited integration for non-browser HTTP or proxy workflows
Use scenarios
  • Individual users

    Fix one site without losing blocking

    Fewer broken experiences

  • Privacy-focused power users

    Tune filter lists by risk

    Better control over trackers

Show 2 more scenarios
  • QA and web testers

    Check UI with ads hidden

    More reliable UI testing

    Run common flows with blocking enabled and then selectively disable for reproduction.

  • Remote staff

    Standardize blocking behavior

    More uniform browsing

    Use consistent filter list selections across browsers and rely on per-site overrides.

Best for: Fits when teams need client-side ad-and-tracker blocking with fast per-site overrides.

#9

RethinkDNS

consumer

Android app combining DNS-based ad blocking with a local firewall.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Per-domain DNS decision rules let administrators override list behavior for specific sites and edge cases.

RethinkDNS evaluates domain and request metadata through configurable rules, then returns DNS responses that steer clients away from blocked destinations. It supports domain allowlisting and domain blocklisting so administrators can narrow ad-and-tracker coverage without breaking core sites. It also supports rule compilation and reload workflows that make iteration practical when false positives show up after list updates.

Pros
  • +Rule-based DNS policy gives fine-grained per-domain behavior
  • +Domain allowlists and blocklists reduce collateral damage
  • +Config reload workflow supports ongoing list and rule tuning
  • +Centralized DNS control supports network-wide enforcement
Cons
  • –DNS-only coverage misses ads hosted on allowed first-party domains
  • –Advanced rules require careful testing to avoid breakage
  • –No built-in browser extension tooling for per-tab HTTP filtering
  • –QUIC visibility limits reduce accuracy for some traffic patterns
Use scenarios
  • Network admins

    Centralize ad blocking across LAN clients

    Lower ad load across devices

  • Privacy-focused households

    Reduce trackers without client installs

    Less tracking without app changes

Show 2 more scenarios
  • QA and IT testing teams

    Validate filtering behavior before rollout

    Faster tuning cycles

    Reloadable rule sets support iterative testing when false positives affect internal apps.

  • Small business IT

    Mitigate ad sites with minimal overhead

    Consistent enforcement across users

    Network-wide DNS enforcement reduces user reliance on browser settings and ad blockers.

Best for: Fits when network-wide DNS policy must be centrally managed and tuned from one rule set.

#10

1Blocker

consumer

Content blocker for Safari on iOS and macOS using native extension APIs.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

System-level DNS filtering works alongside a browser extension to extend blocking beyond the browser.

1Blocker targets ad-and-tracker blocking on macOS and iOS and pairs a browser extension with system-level DNS filtering. It uses URL and domain based rules from multiple filter list sources and applies them consistently across apps that honor DNS settings.

Pros
  • +Built-in browser extension blocks ads and trackers with per-site toggles
  • +DNS-based blocking covers apps beyond the browser
  • +Domain allowlists reduce false positives on broken pages
  • +Filter list selection supports EasyList-style syntax
Cons
  • –Centralized admin controls for many devices are limited
  • –No documented API for external provisioning or rule automation
  • –Behavior differs by app and DNS usage path
  • –Some advanced protections require careful compatibility testing
Use scenarios
  • Safari users on Apple devices

    Reduce banner ads and sponsored elements

    Fewer visible advertisements

  • People facing disruptive sites

    Suppress pop-ups and interstitial overlays

    Fewer browsing interruptions

Show 2 more scenarios
  • Privacy-conscious consumers

    Cut cross-site tracker requests

    Less exposure to tracking

    Blocks common tracking domains and scripts that follow activity across multiple websites.

  • Users wanting earlier request blocking

    Stop some ad and tracking domains before render

    Some requests blocked earlier

    Uses DNS-assisted filtering so some ad and tracking domains are blocked before requests reach the browser.

Best for: Fits when individual devices need ad-and-tracker blocking with browser control and DNS coverage.

Conclusion

After evaluating 10 ad blocking software, Adblock Plus 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
Adblock Plus

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 Ad Blocking Software

How do Pi-hole and NextDNS differ in DNS query handling and policy control?
Pi-hole matches client DNS queries against block and allow lists and exposes query-level telemetry in its dashboard. NextDNS routes client DNS queries through a policy engine and adds API-driven provisioning so the same policy set can be applied across networks and devices.
Which tool is better for mobile ad-and-tracker blocking across apps, Blokada or 1Blocker?
Blokada targets device-wide blocking by filtering network requests at the device level and supports per-domain allowlisting for quick rollback. 1Blocker pairs a browser extension with system-level DNS filtering on macOS and iOS, which shifts enforcement toward DNS settings rather than only browser request filtering.
What breaks when domain allowlists are missing for AdGuard or Control D?
AdGuard can block functional domains when a DNS rule or filter list match overlaps app or site dependencies, and per-domain exceptions prevent global disabling. Control D also enforces policy centrally via DNS resolvers, so missing domain overrides can cause repeated false positives across many clients until the policy is tuned.
How does AdGuard for Windows compare with Brave Browser for handling ad and tracker requests?
AdGuard for Windows combines DNS-based blocking with client-side ad-and-tracker filtering and supports explicit proxy workflows for network scenarios. Brave Browser applies browser-native Shields and cross-site tracking protection, so coverage stays scoped to browsers where Shields are enabled.
When should a team choose a client-side extension approach like Adblock Plus over DNS sinkhole like Pi-hole?
Adblock Plus focuses on browser URL and element blocking using EasyList-style filter lists, so it targets page requests made inside the browser. Pi-hole targets DNS sinkhole enforcement at name resolution time, which reduces reliance on per-browser extension installs but changes behavior for any client using the Pi-hole DNS endpoint.
How do SSO and identity controls work with NextDNS versus local-only governance in Pi-hole?
NextDNS provides token-based API provisioning so policies can be assigned to identities and kept consistent via automated configuration workflows. Pi-hole relies on local administration and dashboard configuration, so identity mapping and provisioning across many sites depends on the organization’s DNS deployment model rather than a built-in identity provisioning interface.
Which products provide API-driven automation for ongoing rule management, Control D or RethinkDNS?
Control D exposes management workflows designed for centralized configuration and automation via an API surface. RethinkDNS emphasizes centralized DNS policy management with repeatable rule sets and enforcement modes, and it supports configuration patterns that fit test and local network setups rather than identity provisioning at scale.
How can teams validate false positive rate using telemetry in Pi-hole versus logs and diagnostics in AdGuard?
Pi-hole surfaces query logs and domain stats in its dashboard, which helps map blocked domains to client activity for list tuning. AdGuard provides logging and diagnostic views that show which rules and domains drive blocks, which supports targeted allowlisting without disabling protections globally.
What tradeoff appears when using client-side URL filtering in AdBlock compared with network-wide DNS enforcement like Control D?
AdBlock filters requests on the client using configurable filter lists and optional blocking rules, so behavior can vary by browser and site context. Control D enforces DNS-based blocking across clients that use its resolvers, so network-wide consistency increases coverage but requires policy changes to be coordinated centrally to avoid breaking critical domains.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Ad Blocking Software

What separates options is how much blocking control you get after installation. Look closely at rule coverage, update frequency, and false positive handling.

Blocklist coverage breadth

Why it matters

Blocklist coverage breadth matters because ads and trackers shift fast, and partial coverage leaves visible bypasses. When coverage is broad, you see fewer “why is that still loading?” moments.

How to check

In a demo, search for a few known ad-heavy sites or page patterns and watch whether common ad slots are suppressed. Ask the vendor what sources feed their lists and how often they refresh those lists.

Update frequency

Why it matters

Update frequency controls how quickly new ad and tracking URLs get blocked. Higher cadence usually means fewer days of exposure to newly surfaced items.

How to check

Check the product’s settings or changelog for how often filters update. Then ask the vendor how updates apply—automatic only, or manual control too—and confirm where the status shows up in the UI.

False positive handling

Why it matters

False positive handling matters when blocking unintentionally hides content you actually need. Good workflows reduce the time spent unblocking and keep you from lowering protection permanently.

How to check

During evaluation, try blocking on a site you use and confirm whether you can quickly allow just the broken element or domain. Look for an easy audit trail of what you allowed and whether the allow rule persists after updates.

Browser and device compatibility

Why it matters

Compatibility affects whether the blocker actually intercepts what matters on your devices. If it only works in one browser or is flaky on mobile, you’ll end up with inconsistent behavior.

How to check

Review the supported browsers and platforms in documentation, then test the exact setup you use (desktop and mobile). Load the same pages in each environment and compare whether blocking is consistent.

Configuration and override controls

Why it matters

Configuration and override controls matter when you want different behavior for different networks or user types at home or work. The best tools let you tune without editing obscure rule text.

How to check

In settings, look for allow/deny controls at the right granularity (site, page, or element). Ask how overrides are prioritized versus default blocking when both match the same request.

Performance impact

Why it matters

Performance impact matters because ad blocking can add decision latency during page load. If it slows browsing noticeably, you may disable it or limit it, reducing real-world protection.

How to check

Measure page load feel by visiting the same heavy pages with the blocker on and off. Watch CPU/memory indicators in your browser task manager and ask the vendor whether it supports a minimal mode or fewer checks.

Red flags

  • Blocking works on only one browser or only on desktop
  • Updates are mentioned, but you can’t verify refresh timing or status
  • Allow rules can’t be saved clearly or don’t stick after updates

Fit by situation

  • If you browse many ad-heavy sites and want fewer bypasses, prioritize blocklist coverage breadth.
  • If you hate babysitting filters between new releases, prioritize update frequency.
  • If you run into broken pages often, prioritize false positive handling.
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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