Pricing

Simple pricing for
however you match data

Pick your engine. Scale when you're ready.

Trusted by compliance-driven organizations
Camber Midwest Community JA Logistics Ancira Lake Forest College Mid Michigan Community Action Medcor Schnucks Zoeller

MatchCore

Standard Edition
For individual analysts and small teams running project-based matching.
$417/moper user / month
billed annually at $5,000 per user license

  • Full deterministic + fuzzy matching engine with transparent scoring
  • Up to 1M records per matching run
  • Data profiling, cleansing and standardization
  • All standard file and database connectors
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Real-time Engine
For products and pipelines that need match decisions at the moment data arrives.
$3,333per user / month
billed annually at $40,000 per user license

  • Everything in Enterprise Edition
  • Real-time matching API
  • Live search out of the box
  • No per-call or per-record fees
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MatchSense

MatchSense · priced per record
$500/mo
Records under management 1M records
250K500K1M2.5M5M10M+
  • Probabilistic identity resolution
  • Automatic schema mapping
  • Confidence scoring on every match
  • Unlimited seats included
Estimated annual total $6,000/yr

Which engine do you need?

One rule of thumb: MatchCore grows with your team. MatchSense grows with your data.

MatchCore

You define the matching logic.

  • Deterministic and fuzzy matching with fully transparent scoring — every match decision can be traced and defended to an auditor
  • You control the rules, thresholds and field weights
  • Desktop, server, or real-time API deployment
  • Priced per user license. Unlimited records on Server and API editions
From $417/mo billed annually
MatchSense

AI resolves entities for you.

  • Pre-trained AI entity resolution engine — no rules to write, no training data to prepare
  • Fully airgapped: containerized in your environment, zero internet access required. Not an LLM — results are deterministic and repeatable
  • Includes everything in MatchCore
  • Priced per records under management. Unlimited users
From $167/mo billed annually

Still unsure?
20-second fit check

How should match decisions
get made?

Records in a typical matching
project?

Where does it
need to run?

MatchCore

Based on your answers, MatchCore's transparent rules and desktop/API deployment fit best.

Why teams switch to Matchlogic

See your data matched in under 10 minutes.

Every demo starts with your data. Bring a sample file and we will walk through profiling, cleansing, matching, and golden record assembly live. You will see how the platform handles your specific data quality challenges. No slide decks. No hypothetical scenarios.

Schedule a Demo

Frequently Asked Questions

What does entity resolution reveal about my data?

Entity resolution shows exactly how your records connect to real-world entities. You'll see which fragments belong together, where identity variations hide, and how records cluster. Visual entity maps highlight relationships across all your systems before any data changes, giving you full control over identity unification.

How fast can MatchCore resolve large datasets?

MatchCore resolves 10 million records in under 8 minutes, linking fragments and clustering related entities at scale. The engine analyzes every field, calculates match confidence, groups related records, and generates visual entity maps without performance issues.

What identity variations does resolution typically find?

Most companies discover 30-40% entity fragmentation they never knew existed. Resolution catches nicknames hiding as formal names, typos creating false duplicates, and company abbreviations splitting single entities. These variations cost real money in duplicate processes.

How does entity resolution differ from deduplication?

Deduplication removes exact duplicates within one dataset. Entity resolution links related records across multiple systems to real-world entities - even when names, formats, and identifiers vary. You get unified profiles showing the complete picture of each customer, vendor, or contact.

Can I preview resolution results before committing?

Yes - see exactly how records will cluster before any data changes. Visual previews show entity groups with confidence scores highlighted. Review field-by-field evidence, adjust matching rules, and approve results. Nothing changes until you confirm the resolution output.

Can entity resolution help with compliance?

Entity resolution creates unified customer identities for GDPR right-to-access requests, KYC verification, and AML screening. Track which records belong to each entity, prove proper identity management for audits, and maintain evidence trails showing how identities were resolved.