Best Data Management Platforms in 2026
Updated
In short: BlueData is ranked #1 of 31 as of 4 October 2026, ahead of Piano DMP and SAS Visual Statistics. The lowest first paid tier on this page is Anonymised Publisher Data Platform at GBP/EUR 0.40/mo.
Data management platforms help teams collect and use audience information across data and marketing workflows. Compare collection methods and audience segmentation with activation destinations, including CTV and real-time activation, to understand the capabilities listed for each option. Audience retention and lookalike modeling add other dimensions; free-plan availability and paid-from pricing provide cost context. Piano DMP, SAS Visual Statistics, and Informatica Product 360 are among the entries. Consider where your audience data comes from, how you intend to segment it, and which destinations or activation approaches are relevant to your work.
31 data management platforms ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
31ranked
1free plans on this page
GBP/EUR 0.40/molowest paid tier
4 Oct 2026last checked
Input list Data Management Platforms 25 channels on this page · 100 of 200 spec lines stated by the makers
Ch Tool Free planPaid fromCollection methodsAudience segmentationLookalike modelingReal-time activationActivation destinationsCTV activation Spec sheet Score
01 BlueData Free planYesPaid from$150/moCollection methodsnot statedAudience segmentationnot statedLookalike modelingnot statedReal-time activationnot statedActivation destinationsnot statedCTV activationnot stated 2/8spec lines stated 7.4
02 Piano DMP Free plannot statedPaid fromnot statedCollection methodsweb and app data; first-party system data; campaign data; second- and third-party data; tags; server-to-server integrations; APIs; CSV importsAudience segmentationYesLookalike modelingYesReal-time activationYesActivation destinationsFacebook; LinkedIn; Google Ads; Google Ad Manager; Xandr; Equativ; Adform; Platform161; Nativo; Amazon S3; sFTP; Google Cloud Storage; Piano Composer; Piano AnalyticsCTV activationnot stated 5/8spec lines stated 6.8
03 SAS Visual Statistics Free plannot statedPaid fromnot statedCollection methodsnot statedAudience segmentationnot statedLookalike modelingnot statedReal-time activationnot statedActivation destinationsnot statedCTV activationnot stated 0/8spec lines stated 6.8
04 Informatica Product 360 Free planNoPaid fromnot statedCollection methodsnot statedAudience segmentationnot statedLookalike modelingnot statedReal-time activationnot statedActivation destinationsnot statedCTV activationnot stated 1/8spec lines stated 6.7
05 Adform DMP Free plannot statedPaid fromnot statedCollection methodstracking points, direct DMP pixel, manual file uploads, server-to-server uploads, batch uploads, API calls, banner impressions, banner clicks, banner eventsAudience segmentationYesLookalike modelingYesReal-time activationYesActivation destinationsAdform DSP, Adform Ad Server, DCO, TPAS, RTB, display, search, site optimization, social, video, attribution, email, mobile, CMSCTV activationYes 6/8spec lines stated 6.6
06 Permutive Free plannot statedPaid fromnot statedCollection methodsfirst-party data, contextual signals, identity and partner data, custom events, surveys, tracking pixels and off-site collectionsAudience segmentationYesLookalike modelingYesReal-time activationYesActivation destinationsSSPs, DSPs, ad servers, curation marketplaces, social media and premium publishersCTV activationnot stated 5/8spec lines stated 6.6
07 Audigent Free plannot statedPaid fromnot statedCollection methodscookies, beacons, tags, mobile SDKs, ID syncing, third-party data partnersAudience segmentationYesLookalike modelingNoReal-time activationYesActivation destinationsDSPs, SSPs, data marketplaces, CTV/OTT inventoryCTV activationYes 6/8spec lines stated 6.5
08 ArcSpan AMS Free plannot statedPaid fromnot statedCollection methodsfirst-party data, contextual signals, behavioral data, identity data, attention metrics, syndicated data, customer-generated data, cross-channel feedsAudience segmentationYesLookalike modelingYesReal-time activationYesActivation destinationsGoogle Ad Manager, SSPs, DSPs, social platforms, direct deals, curated demandCTV activationnot stated 5/8spec lines stated 6.4
09 Kubico Free plannot statedPaid fromnot statedCollection methodspixel; SDK; server-to-server API; offline data; CRM and payment sync; third-party data enrichmentAudience segmentationYesLookalike modelingYesReal-time activationYesActivation destinationsprogrammatic; native; social; search; in-app; email; connected TVCTV activationYes 6/8spec lines stated 6.4
10 Anonymised Publisher Data Platform Free planNoPaid fromnot statedCollection methodsPublisher audience data; cross-domain interest and intent data; taxonomies; entities; user actions; product pagesAudience segmentationYesLookalike modelingnot statedReal-time activationYesActivation destinationsGoogle Ad Manager; major SSPs; Anonymised curationCTV activationnot stated 5/8spec lines stated 6.3
11 dJAX Data Management Platform Free plannot statedPaid fromnot statedCollection methodsCRM, tracking pixels, first-party data, second-party data, third-party data, publisher sites and affiliated partnersAudience segmentationYesLookalike modelingnot statedReal-time activationnot statedActivation destinationsad networks, ad exchanges, DSPs, SSPsCTV activationnot stated 3/8spec lines stated 6.3
12 Mingdata DMP Free plannot statedPaid fromnot statedCollection methodsmultiple consumer sources; ecosystem partners; real-time APIAudience segmentationYesLookalike modelingYesReal-time activationYesActivation destinationsadvertising platformsCTV activationnot stated 5/8spec lines stated 6.3
13 Collibra Free plannot statedPaid fromnot statedCollection methodsExcel or CSV imports; JDBC connectors; native integrations; APIs; manual creationAudience segmentationnot statedLookalike modelingnot statedReal-time activationnot statedActivation destinationsnot statedCTV activationnot stated 1/8spec lines stated 6.2
14 Lotame Spherical Data Collaboration Platform Free planNoPaid fromnot statedCollection methodsLightning Tag; Services API; first-party data onboarding; data collaborationsAudience segmentationYesLookalike modelingYesReal-time activationnot statedActivation destinationsSSPs; DSPs; ad servers; social platforms; CDPs; data warehouses; personalization platforms; measurement platforms; clean roomsCTV activationYes 6/8spec lines stated 6.2
15 OnAudience DMP Free plannot statedPaid from$500/moCollection methodsfirst-party data, third-party data, raw data, mobile data, CTV/OTT data, browser and digital-content signalsAudience segmentationYesLookalike modelingYesReal-time activationnot statedActivation destinationsDSPs, SSPs, marketplaces, The Trade Desk, LiveRamp, Microsoft, Magnite, Equativ, OpenX, Adobe, DV360, Amazon, Yahoo, PubMaticCTV activationYes 6/8spec lines stated 6.1
16 AdKernel Data Activation & DMP Free plannot statedPaid fromnot statedCollection methodspublisher signals, cookies, email, phone, CRM uploads, CDP data, CMP data, licensed DMPs, custom key-value data, first-party data, open-market dataAudience segmentationYesLookalike modelingnot statedReal-time activationYesActivation destinationsprogrammatic campaigns, owned inventory, retail media, publisher deals, DSP seats, exchangesCTV activationnot stated 4/8spec lines stated 5.9
17 Admixer DMP Free plannot statedPaid fromnot statedCollection methodswebsite events; mobile app events; advertising events; CRM/CDP/CMS onboarding; Audience API; bulk uploadAudience segmentationYesLookalike modelingYesReal-time activationnot statedActivation destinationsadvertising channels and platforms; ad platformsCTV activationnot stated 4/8spec lines stated 5.8
18 Arches Free planYesPaid fromnot statedCollection methodsCSV, JSON, and shapefile uploads; mobile data collection; API connectionsAudience segmentationNoLookalike modelingNoReal-time activationNoActivation destinationsnot statedCTV activationNo 6/8spec lines stated 5.8
19 AudienceOne Free plannot statedPaid fromnot statedCollection methodsonline behavioral data; website data; mobile-app data; first-party data; partner data; location data; purchase dataAudience segmentationYesLookalike modelingYesReal-time activationnot statedActivation destinationsGoogle; Meta; WISE AdsCTV activationnot stated 4/8spec lines stated 5.8
20 Lotame TV DMP Free plannot statedPaid fromnot statedCollection methodsTV viewership data; digital audience segmentsAudience segmentationYesLookalike modelingnot statedReal-time activationnot statedActivation destinationslinear TV; digital channelsCTV activationYes 4/8spec lines stated 5.8
21 Navegg DMP Free plannot statedPaid fromnot statedCollection methodsJavaScript tag; pixel tagAudience segmentationYesLookalike modelingnot statedReal-time activationNoActivation destinationsAd servers; DSPs; BI tools; CRM systems; publishers; ad networksCTV activationnot stated 4/8spec lines stated 5.8
22 Nexxen Data Platform Free plannot statedPaid fromnot statedCollection methodsfirst-party data upload; clean rooms; ACR television-viewership data; streaming data; third-party partner data; browsing and interaction dataAudience segmentationYesLookalike modelingnot statedReal-time activationnot statedActivation destinationsNexxen DSP; Nexxen SSP; selected third-party DSPs; selected third-party SSPsCTV activationYes 4/8spec lines stated 5.8
23 Omeda Audience Management Platform Free plannot statedPaid fromnot statedCollection methodsforms, website behavior, newsletters, subscriptions, events, campaigns, APIs, webhooks, SFTP, manual uploadsAudience segmentationYesLookalike modelingnot statedReal-time activationYesActivation destinationsemail, web personalization, social, paid ads, events, SMSCTV activationnot stated 4/8spec lines stated 5.7
24 Openprise Free planNoPaid fromnot statedCollection methodsnot statedAudience segmentationnot statedLookalike modelingnot statedReal-time activationnot statedActivation destinationsnot statedCTV activationnot stated 1/8spec lines stated 5.6
25 SKP DMP Free plannot statedPaid fromnot statedCollection methodsdemographics; app ownership; shopping behavior; destinations; device information; portal content; membership users; payment; viewing contentAudience segmentationYesLookalike modelingnot statedReal-time activationnot statedActivation destinationsDSPs; ad networks; single media; advertising mediaCTV activationnot stated 3/8spec lines stated 5.6
Is your tool on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which data management platform is ranked first on Specifiction?
BlueData is ranked #1 of 31 with a score of 7.4. Piano DMP is second and SAS Visual Statistics third.
How many of these have a free plan?
1 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Anonymised Publisher Data Platform has the lowest first paid tier we found: GBP/EUR 0.40/mo.
How is this list ranked?
Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing. Paid placements never change a rank.
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