Commissioned Research
Top 10 Best Ad Exchange Software of 2026

GITNUXSOFTWARE REVIEW

Marketing Advertising

Top 10 Best Ad Exchange Software of 2026

This roundup compares ad exchange software options like SmartyAds, Index Exchange, and TripleLift for buyers evaluating controls, integrations, and costs.

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

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 our reviews. Editorial policy

Ad exchange software governs how publishers connect auctions, programmatic demand, and deal controls through exchange infrastructure and SSP workflows. This comparison targets analysts and technical operators who must weigh integration paths, API and automation fit, and inventory coverage across major exchanges alongside Google Ad Manager and Amazon demand.

SmartyAds is the best overall pick for publishers needing exchange mediation with partner routing and tight reporting loops, because its win-notice integration ties auction outcomes to impression-level revenue diagnostics, whereas Index Exchange fits teams that want deal-based routing plus impression-level yield visibility across demand partners.

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

SmartyAds

Win notice integration designed for closing the loop between auction results and impression-level revenue reporting.

Best for: Fits when publishers need exchange mediation with partner routing and win-notice driven optimization.

2

Index Exchange

Editor pick

Impression-level yield reporting tied to demand partner and deal routing decisions.

Best for: Fits when publishers need deal-based routing plus impression-level revenue reporting across multiple demand partners.

3

TripleLift

Editor pick

Impression-level native orchestration that couples deal handling with placement-specific rendering and delivery behavior.

Best for: Fits when publishers run native auctions and need deal governance without abandoning existing programmatic plumbing.

Comparison Table

1
SmartyAdsBest overall
SMB
9.2/10
Overall
2
enterprise
8.9/10
Overall
3
enterprise
8.7/10
Overall
4
vertical specialist
8.4/10
Overall
5
enterprise
8.2/10
Overall
6
7.8/10
Overall
7
vertical specialist
7.6/10
Overall
8
enterprise
7.0/10
Overall
9
API-first
6.8/10
Overall
10
enterprise
6.5/10
Overall
#1

SmartyAds

SMB

A programmatic advertising suite offering SSP, DSP, ad exchange, and white-label auction software.

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

Win notice integration designed for closing the loop between auction results and impression-level revenue reporting.

SmartyAds focuses on ad exchange operations built around programmatic bid handling and monetization controls for publishers. Its core workflow centers on exchanging bid requests for bid responses and routing win notices to optimize impression-level revenue outcomes.

Integration depth is driven through partner connectivity and ad serving compatibility for header bidding and auction-driven delivery. Admin control focuses on supply configuration and governance patterns needed to manage demand partner behavior and deal alignment.

Pros
  • +Bid request and bid response processing aligned to standard auction flows
  • +Supply configuration supports deal-oriented mediation for controlled inventory outcomes
  • +Win notice handling supports post-auction revenue measurement loops
  • +Demand partner connectivity fits multi-partner exchange operations
Cons
  • –Setup requires careful auction and routing configuration across supply paths
  • –Debugging performance issues needs strong instrumentation and log access
  • –Governance across many partners can become operationally heavy without automation
  • –Workflow coverage can lag against ad-server specific edge cases
Use scenarios
  • Publisher ad operations teams

    Optimize auction wins by impression

    Higher revenue per impression

  • Programmatic yield managers

    Govern demand partner deal alignment

    Cleaner demand selection

Show 1 more scenario
  • Header bidding platform admins

    Integrate compatible bid routing

    More consistent bid handling

    Connects partner endpoints and supports header bidding workflows through auction-driven delivery.

Best for: Fits when publishers need exchange mediation with partner routing and win-notice driven optimization.

#2

Index Exchange

enterprise

Transparent ad exchange infrastructure for premium publishers.

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

Impression-level yield reporting tied to demand partner and deal routing decisions.

Index Exchange connects to ad servers and header bidding stacks through standardized bid request handling and partner management workflows. Inventory control can be enforced at the deal level through private marketplace participation and preferred deal behavior. Reporting is aimed at revenue outcomes that help diagnose fill rate and eCPM movement by placement and partner.

A common tradeoff is that granular auction behavior control depends on correct integration with the publisher’s wrapper and auction logic. Index Exchange fits publishers moving from basic mediation toward demand partner orchestration where deal strategy and performance segmentation matter for daily operations.

Pros
  • +Deal-level control for preferred marketplace routing
  • +Impression-level revenue reporting for yield diagnostics
  • +Integration patterns that fit first-price auction workflows
  • +Operational tools for demand partner management
Cons
  • –Granular auction control requires careful integration setup
  • –Some governance changes slow down pending partner approvals
  • –Testing cycles can be longer with multiple demand paths
Use scenarios
  • Revenue operations teams

    Debug RPM drops by placement and partner

    Faster yield issue isolation

  • Monetization engineering teams

    Control demand access by deal rules

    More consistent deal performance

Show 1 more scenario
  • Ad ops teams

    Operate private marketplace inventory

    Reduced partner mismatch risk

    Manage deal participation and partnership settings to keep inventory exposure aligned to targets.

Best for: Fits when publishers need deal-based routing plus impression-level revenue reporting across multiple demand partners.

#3

TripleLift

enterprise

A supply-side advertising platform with exchange access for native, video, display, and connected television inventory.

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

Impression-level native orchestration that couples deal handling with placement-specific rendering and delivery behavior.

TripleLift is an ad exchange solution aimed at publishers that need native-focused programmatic demand alongside custom deal governance. It routes bid opportunities through a controls-first workflow for ad formats that include native and in-feed placements.

The core capability centers on impression-level orchestration, including deal handling and targeting signals passed with bid requests. Operationally, TripleLift supports integration into publisher ad server and programmatic setups that already use header bidding and auction-style delivery.

Pros
  • +Deal-level controls designed for native and in-feed inventory
  • +Impression-level orchestration supports more granular revenue optimization
  • +Integration paths fit publisher ad server and programmatic auction flows
  • +Extensibility for custom placement logic in common native use cases
Cons
  • –Native-first focus leaves gaps for purely display-only exchange workflows
  • –Requires strong configuration discipline to keep targeting and bids consistent
  • –Advanced setup is more operational than turn-key for lean teams
  • –Limited visibility into downstream auction details versus ad server-native reporting
Use scenarios
  • Digital publishers and ad ops

    Monetize in-feed native placements

    More controlled native delivery

  • Video publishers and CTV operators

    Run programmatic video and CTV demand

    Programmatic access for video

Show 2 more scenarios
  • AVOD and CTV content publishers

    Add native and video monetization

    Additional monetization paths

    Extends connected television operations with native, display, and video monetization options.

  • Brands and programmatic buyers

    Activate native campaigns with controls

    Measurable native placement delivery

    Activates native placements using audience and placement-based campaign controls for measurable delivery.

Best for: Fits when publishers run native auctions and need deal governance without abandoning existing programmatic plumbing.

#4

Sharethrough

vertical specialist

A supply-side platform and exchange for native, video, display, and connected television advertising.

8.4/10
Overall
Features8.4/10
Ease of Use8.3/10
Value8.5/10
Standout feature

Deal eligibility and monetization logic designed around publisher supply constraints, not just request-level bid delivery.

Sharethrough is an ad exchange focused on publisher yield and advertiser demand connections using its own marketplace workflow. Core capabilities include programmatic deal handling, impression-level monetization strategies, and tight integration paths for ad servers and bidding wrappers.

Pros
  • +Impression-level monetization logic supports consistent eCPM targeting across inventory
  • +Deal and demand eligibility controls reduce leakage from misrouted bids
  • +Reporting ties performance to supply setup decisions and deal participation
  • +Ad server and bidding integration paths fit common header bidding pipelines
Cons
  • –Integration depth is higher than basic exchange tags for some publisher setups
  • –Governance relies on correct deal configuration across demand and supply mappings
  • –Advanced automation requires working knowledge of partner workflows
  • –Performance tuning can require iterative iteration between floors, bids, and deals
Use scenarios
  • Ad operations and analytics teams

    Audit delivery by placement

    Faster placement performance diagnosis

  • Brand safety governance teams

    Control content adjacency for native

    Better campaign-context alignment

Show 2 more scenarios
  • Media buyers and agencies

    Scale native in-feed buys

    More consistent multi-publisher execution

    Manages recurring native placements across multiple publisher environments with consistent delivery behavior.

  • Digital publishers

    Monetize native, display, and video

    More structured inventory monetization

    Offers native, display, and video inventory to programmatic and private demand through marketplace workflow.

Best for: Fits when publishers need deal-level control over demand routing without building a full mediation layer.

#5

PubMatic

enterprise

Cloud-based ad exchange and SSP for digital publishers.

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

Publisher supply rule engine that governs who can bid, how traffic routes, and which bid outcomes are accepted at impression granularity.

PubMatic handles auction participation with impression-level bid processing and supports private marketplace mechanisms alongside open-auction participation. Inventory can be organized by supply rules that restrict who can bid, how traffic is prioritized, and which bid types are accepted. Reporting focuses on revenue, performance, and request-level diagnostics that publishers use to tune floors, deal mixes, and partner settings.

Pros
  • +Impression-level bid handling with detailed request and revenue diagnostics
  • +Deal control workflow for private marketplaces and preferred deal routing
  • +Automation options for ongoing optimization across inventory segments
  • +Granular partner and supply access controls that support governance
Cons
  • –Requires careful setup of supply rules to avoid auction underperformance
  • –More operational complexity than simpler header bidding stacks
  • –Debugging bid path issues can take time when multiple partners compete
  • –Workflow fit favors teams with ongoing optimization responsibilities
Use scenarios
  • Monetization operations teams

    Manage bid governance across inventory

    Fewer blocked requests

  • Ad operations teams

    Reconcile revenue across systems

    Cleaner revenue attribution

Show 2 more scenarios
  • Revenue engineering teams

    Automate optimization experiments

    Higher stabilized eCPM

    Run controlled changes across bidder and deal mix settings to improve yield metrics over time.

  • Publisher leadership teams

    Set guardrails for bidder participation

    Lower governance risk

    Enforce consistent partner and deal policies so monetization behavior remains predictable.

Best for: Fits when publishers need governed, impression-level auction control across many demand partners.

#6

Adform Supply Side Platform

enterprise

A publisher-side programmatic platform supporting auctions, deal management, and direct demand connections.

7.8/10
Overall
Features7.8/10
Ease of Use7.8/10
Value7.8/10
Standout feature

Supply-side deal orchestration combines partner eligibility rules with impression-level auction controls to steer buying behavior by inventory and request context.

Adform Supply Side Platform routes impression-level bid traffic from publisher inventory to multiple demand sources through managed auction and deal controls.

Pros
  • +Deal and demand-partner controls support granular marketplace governance
  • +Auction tooling focuses on impression-level outcomes for revenue tuning
  • +Reporting covers bid and win signals linked to inventory units
  • +API and configuration paths help production integration with external tooling
Cons
  • –Setup requires careful partner and rule mapping across header bidding stacks
  • –Some operational tuning workflows take time to standardize across multiple properties
  • –Exposure depends on integration depth with ad tags and partner connectivity
  • –Governance review needs disciplined change control to avoid unintended auction shifts
Use scenarios
  • Publisher supply-side teams

    Route bids through managed auctions

    Better auction performance control

  • Header bidding integration engineers

    Implement first-price buying workflows

    More predictable bidding results

Show 1 more scenario
  • Publisher revenue analysts

    Tune supply paths using reports

    Improved supply path decisions

    Uses reporting on bid outcomes and revenue performance by ad unit and campaign to adjust decisions.

Best for: Fits when publishers need auction controls, demand-partner governance, and measurable bid outcomes across multiple properties.

#7

Vistar Media

vertical specialist

A digital out-of-home advertising platform with programmatic exchange and inventory management capabilities.

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

Exchange routing that combines preferred deals and private marketplace handling with bid-level win notice processing across supply sources.

Vistar Media is an ad exchange software option focused on programmatic monetization workflows, with emphasis on how supply inventory is packaged and traded with demand. Core capabilities include bid ingestion for OpenRTB style bid requests and processing of bid responses into standardized win handling, which supports impression-level revenue reporting.

Pros
  • +Impression-level win handling with clear mapping to monetization outcomes
  • +Mediation and deal routing support preferred deals and private marketplace logic
  • +API-focused configuration reduces reliance on manual campaign edits
  • +Works with common header bidding pipelines via bid request and response handling
Cons
  • –Requires disciplined supply configuration to avoid inconsistent routing across apps and sites
  • –Advanced setup paths can slow initial integration without dedicated engineering time
  • –Reporting granularity needs tuning to match internal RPM and fill rate definitions
  • –Demand partner onboarding depends on external identifiers and naming alignment
Use scenarios
  • Publisher monetization teams

    Standardize win handling across campaigns

    Consistent mediation behavior

  • Publisher deal operations teams

    Route inventory via preferred deal flows

    More controllable deal routing

Show 1 more scenario
  • Ad server integration teams

    Apply governance via API configuration

    Faster governance updates

    Uses API-driven configuration so governance changes can be applied without editing campaign logic.

Best for: Fits when publishers need controlled exchange routing with bid-level reporting and API-driven configuration.

#8

InMobi Exchange

enterprise

A global mobile and in-app advertising exchange supporting programmatic buying and selling.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

InMobi-specific deal routing controls that apply directly to exchange mediation decisions per supply configuration.

InMobi Exchange serves publishers that need an InMobi-branded demand path with measurable impression-level monetization controls. The core capabilities center on OpenRTB bid request handling, supply configuration for deal targeting, and reporting used to tune floors and mediation priorities.

Pros
  • +OpenRTB bid request and response workflow fit for header bidding integrations
  • +Deal-level controls support private marketplace style commercial routing
  • +Exchange-side configuration reduces publisher reliance on external mediation logic
  • +Operational reporting supports tuning of fill and effective revenue outcomes
Cons
  • –Integration depth depends on demand-path setup work and partner onboarding
  • –Workflow configuration can require tight coordination between monetization and ad ops
  • –Limited visibility into bidder behavior beyond exchange-level operational metrics
  • –Advanced throttling and path optimization capabilities may require specialist tuning
Use scenarios
  • Publisher monetization teams

    Use InMobi demand with controls

    Measurable monetization control

  • Publisher programmatic ops

    Tune floors and mediation priorities

    Better floor and mediation tuning

Show 1 more scenario
  • Publisher ad ops managers

    Manage placement formats and partner access

    Reduced configuration risk

    Controls which partners can change monetization settings and which creatives and ad formats are eligible.

Best for: Fits when publishers need an InMobi demand path with deal routing and exchange-level operations.

#9

BidSwitch

API-first

A programmatic trading infrastructure platform that connects buyers and sellers across advertising marketplaces.

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

BidSwitch exchange control around deal handling and buyer targeting per auction opportunity, backed by operational bid-flow reporting.

BidSwitch routes bid requests and collects bid responses across connected demand partners to support header bidding workflows. It supports OpenRTB integrations and auction participation for publisher supply, including deal and buyer targeting controls used in programmatic guaranteed and open auctions.

Pros
  • +Wide demand-partner connectivity for bid request routing and fill opportunities
  • +OpenRTB-focused integrations for consistent bid request and response handling
  • +Deal and buyer control options for auction ordering and preferred deal setups
  • +Operational reporting and logs support bid flow diagnostics during incidents
Cons
  • –Onboarding requires exchange-specific endpoint and traffic mapping work
  • –Advanced configuration needs ongoing governance to avoid auction misalignment
  • –No native ad server mediation layer compared with Google Ad Manager workflows
  • –Troubleshooting bid-level issues can require partner-side visibility
Use scenarios
  • Publisher header bidding operators

    Route bids across demand endpoints

    More demand participation

  • Publisher ad revenue managers

    Apply buyer targeting for auctions

    Better auction eligibility control

Show 2 more scenarios
  • Programmatic platform engineers

    Automate endpoint configuration changes

    Lower operational overhead

    Manages endpoints with automated configuration updates and operational tooling for reliability.

  • Exchange operations teams

    Monitor bid flow health

    Faster bid flow debugging

    Uses reporting and logs to monitor bid flow health and troubleshoot endpoint issues.

Best for: Fits when publishers want exchange connectivity and governance controls for header bidding demand orchestration.

#10

Magnite DV+

enterprise

Independent sell-side ad exchange and SSP platform.

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

DV+ mediation logic applies deal constraints and eligibility before sending bid requests to demand.

DV+ fits publisher teams that run header bidding style demand acquisition or unified auction style monetization and need consistent exchange behavior across sites and apps. The product’s operational focus shows up in how it manages bid flow from ad tags into auction participation, then routes win notifications back into delivery and reporting. DV+ also targets governance needs like controlling which demand partners participate and how deals are applied to impression eligibility.

Pros
  • +Strong bid orchestration between supply tags and demand partner routing
  • +Deal-aware logic that supports programmatic guaranteed style workflows
  • +Operational controls for auction participation at impression eligibility level
  • +Automation-friendly integration approach for ongoing exchange configuration
Cons
  • –Requires disciplined configuration to prevent mis-scoped demand exposure
  • –Publisher-side debugging can be slow when bid flow spans multiple systems
  • –Complex setups add overhead for smaller teams without ad ops staff
  • –Reporting interpretation can require deep auction and deal context
Use scenarios
  • Ad operations teams

    Manage demand partner participation controls

    Reduced invalid bids

  • Revenue engineering teams

    Orchestrate exchange mediation paths

    More consistent monetization

Show 2 more scenarios
  • Publisher yield managers

    Run deal-aware monetization

    Higher deal compliance

    Apply deal handling so preferred deals influence auction eligibility and outcomes.

  • Platform integration teams

    Integrate exchange with ad server

    Cleaner reconciliation

    Connect DV+ with existing ad tag and delivery paths to keep reporting tied to wins.

Best for: Fits when publisher ad operations teams need governed demand orchestration across placements.

Conclusion

After evaluating 10 ad exchange software, SmartyAds 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
SmartyAds

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 Exchange Software

How do PubMatic and Magnite DV+ differ in publisher-side control of who can bid at impression level?
PubMatic applies publisher supply rules that govern bidder eligibility and accepted bid outcomes at impression granularity. Magnite DV+ focuses on mediation orchestration that applies deal constraints before bid requests are sent to demand partners.
What API and integration patterns do Index Exchange and Vistar Media typically support for ad server and bid workflow automation?
Index Exchange connects into programmatic workflows to manage deal routing and impression-level yield reporting from bid request through bid response. Vistar Media emphasizes API-driven configuration so governance changes can be applied without editing campaign logic, while handling bid ingestion and win processing for standardized win notices.
When a header bidding setup needs deal constraints, how do Magnite DV+ and BidSwitch apply eligibility before sending bids?
Magnite DV+ applies deal handling and eligibility controls in its mediation logic as supply events translate into bid requests and bid responses. BidSwitch applies buyer targeting and deal controls per auction opportunity, so connected demand partners participate only when eligibility rules match the bid request.
Which tool provides win-notice integration designed to close the loop from auction results into impression-level reporting?
SmartyAds is built around routing win notices back into the publisher workflow so revenue optimization can be driven by auction outcomes. Other exchanges in the list focus more on bid request and bid response plumbing, with win handling as part of reporting rather than the central feedback mechanism.
What breaks if an admin team changes deal configurations without a governance layer, and which platform mitigates that risk?
Without governance, incorrect deal targeting and demand eligibility can overexpose inventory and skew impression-level revenue reporting. PubMatic and Adform Supply Side Platform mitigate this by enforcing auction controls and partner configuration rules tied to inventory context.
How do TripleLift and Sharethrough handle native-focused inventory monetization in the exchange mediation workflow?
TripleLift is optimized for impression-level orchestration that includes deal handling coupled with placement-specific native delivery behavior. Sharethrough centers on publisher supply constraints that shape deal eligibility and monetization logic within its marketplace workflow.
What role do preferred deals and private marketplace routing play in Vistar Media compared with Index Exchange?
Vistar Media combines preferred deals and private marketplace handling with bid-level win notice processing across supply sources. Index Exchange emphasizes deal-based routing and impression-level yield reporting tied to partner and deal decisions, with reporting designed to evaluate routing outcomes across demand partners.
Which platform is best suited for teams that want API-driven configuration changes without editing campaign logic?
Vistar Media supports API-driven configuration where governance updates can be applied at the exchange routing layer. Magnite DV+ and BidSwitch also provide configuration and automation tools, but Vistar Media’s workflow is explicitly geared toward removing the need to modify campaign logic for governance changes.
How do Adform Supply Side Platform and PubMatic help troubleshoot low throughput or unstable bid flow during exchange operations?
Adform Supply Side Platform provides operational visibility into bid outcomes and revenue performance at the ad unit and campaign levels, which helps isolate whether issues come from auction participation or downstream results. PubMatic supports reporting exports for reconciliation across demand partner outcomes, which helps verify whether bid responses and accepted outcomes align with publisher rules.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Ad Exchange Software

We separate ad exchange software by how well each option controls auctions and deals, and how transparently it shows results. The biggest differences show up in data control and reporting, not in marketing terms.

Auction and deal controls

Why it matters

Auction and deal controls decide which bids qualify and how reserved inventory behaves. For this category, that control affects revenue outcomes more than UI polish.

How to check

On a demo, ask for the exact workflow to configure deal types and rules, then verify you can restrict eligibility without custom engineering. Run a short simulation and confirm the change shows up in reporting within the same configuration window.

Reporting breakdown and traceability

Why it matters

Reporting breakdown and traceability tell you what actually won and why, which you need for optimization. If the exchange can’t explain delivery outcomes, you can’t separate demand quality from configuration issues.

How to check

Request a sample report export and check whether it breaks out performance by key dimensions you can act on during optimization. Then ask where the data comes from and confirm you can reconcile a small test campaign’s activity end to end.

Bid and auction latency handling

Why it matters

Latency handling affects whether auctions complete reliably during peak traffic. In ad exchange workflows, slowdowns can reduce effective participation and change outcomes.

How to check

Ask for documented timeout behavior and rate/throughput limits, then review any built-in pacing controls. In a sandbox or test mode, measure end-to-end request-to-result timing under normal and stressed traffic by replaying recorded traffic.

Integration pathways for exchanges and ads

Why it matters

Integration pathways determine how consistently you can connect inventory and decisioning components. If setup forces brittle one-off work, you’ll struggle to maintain throughput and reporting alignment.

How to check

In the demo, request the connection options available for sending and receiving signals and verify you can map outputs to your existing workflow. Ask to see a configuration checklist and a sample payload log from a test run.

Configuration automation and change management

Why it matters

Configuration automation and change management reduce the risk of shipping a bad auction setup. In this category, repeatability matters when you tune rules frequently.

How to check

Ask whether configuration can be created, updated, and rolled back via an API or batch process. Then confirm an audit trail exists by showing who changed what, when, and what version was active during a test window.

Red flags

  • Deal rules are described, but not testable end to end
  • Reports aggregate outcomes without showing traceable drivers
  • Timeouts and latency behavior are vague or undocumented

Fit by situation

  • If we frequently adjust deal eligibility during the day, prioritize auction and deal controls.
  • If our team needs to debug delivery outcomes, prioritize reporting breakdown and traceability.
  • If we expect traffic spikes or run traffic replays, prioritize bid and auction latency 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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