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Tilores Tilores
vs
Zingg Zingg

Tilores vs Zingg

A side-by-side Identity Resolution comparison of Tilores and Zingg — capability coverage, pricing, and stack fit, with every recorded cell citing the vendors' own documentation. No referral fees; the data is ours.

Reviewed verdict

Direct substitute — Most teams run one of these, not both.

Both products’ core job is identity resolution/profile stitching with data quality/deduplication, so running both is usually redundant.

Drafted by an AI model and checked by hand.

Switching takes real work. A judgement, not computed from the capability data.

Capability comparison

8on one record only
5on both
Capability Tilores Zingg
On one record only 8
Real-time Profile API Core Real-time Profile APICore Search & Insights serves unified entities through a real-time GraphQL API. tilores.io/product/search-insights ↗ 15 Sept 2026 · AI-evaluated —
Agent Interface (MCP / Tool API) Supported Agent Interface (MCP / Tool API)Supported MCP server provides protocol-native tools for Tilores workflows. tilores.io/content/mcp-server-for-identity-… ↗ 15 Sept 2026 · AI-evaluated Not offered Agent Interface (MCP / Tool API)Not offered Searched documentation for MCP, tool APIs, and agent SDKs. docs.zingg.ai/latest ↗ Checked · 3 of 3 passes
Composable / Warehouse-native CDP Not offered Composable / Warehouse-native CDPNot offered Tilores describes itself as an identity layer beneath a CDP and contrasts it with warehouse-native approaches. tilores.io/customer-360 ↗ Checked · 3 of 3 passes Supported Composable / Warehouse-native CDPSupported Zingg Community can build a composable CDP through warehouse-native identity resolution and customer 360 views. docs.zingg.ai/latest/faq ↗ 15 Sept 2026 · AI-evaluated
Cross-device Matching Supported Cross-device MatchingSupported E-commerce resolution links customer records across different devices using identity attributes. tilores.io/solutions/e-commerce ↗ 15 Sept 2026 · AI-evaluated Not offered Cross-device MatchingNot offered Searched documentation for cross-device activity matching. docs.zingg.ai/latest ↗ Checked · 3 of 3 passes
Data Transformation Not offered Data TransformationNot offered Extract & Transform provides in-product normalization and enrichment, not SQL-based transformation tooling. tilores.io/product/extract-transform ↗ Checked · 2 of 3 passes Supported Data TransformationSupported Transform and Match uses mapping match types to normalize categorical data before matching. docs.zingg.ai/latest/stepbystep/configuration/… ↗ 15 Sept 2026 · Verified by hand
Event Routing Supported Event RoutingSupported Resolved entity events flow to downstream warehouses, fraud platforms, and AI applications. tilores.io ↗ 15 Sept 2026 · AI-evaluated Not offered Event RoutingNot offered Searched documentation for real-time event fan-out to multiple destinations. docs.zingg.ai/latest ↗ Checked · 3 of 3 passes
Event Stream Ingestion Supported Event Stream IngestionSupported Extract & Transform accepts event inputs including Kafka and webhooks. tilores.io/product/extract-transform ↗ 15 Sept 2026 · AI-evaluated Not offered Event Stream IngestionNot offered Searched documentation for high-throughput event ingestion and buffering. docs.zingg.ai/latest ↗ Checked · 3 of 3 passes
First-party Data Onboarding Supported First-party Data OnboardingSupported Extract & Transform ingests first-party CRM, database, file, and event records. tilores.io/product/extract-transform ↗ 15 Sept 2026 · AI-evaluated Not offered First-party Data OnboardingNot offered Searched documentation for onboarding offline or CRM data to digital identity. docs.zingg.ai/latest ↗ Checked · 3 of 3 passes
On both records 5
Identity 1 · core on all
Identity Resolution / ID Graph Core Identity Resolution / ID GraphCore Entity Resolution is Tilores's named product for deterministic, probabilistic, and fuzzy matching. tilores.io/product ↗ 15 Sept 2026 · Verified by hand Core Identity Resolution / ID GraphCore The Community Python API is documented for entity resolution, identity resolution, and record linkage. docs.zingg.ai/latest/working-with-python/index ↗ 15 Sept 2026 · Verified by hand
Governance 3 · graded apart
Master Data Management Supported Master Data ManagementSupported Master Data Management solution maintains golden records through real-time entity resolution. tilores.io/solutions/master-data-management ↗ 15 Sept 2026 · AI-evaluated Core Master Data ManagementCore FAQ identifies Zingg Enterprise as a lakehouse or warehouse-native MDM. docs.zingg.ai/latest/faq ↗ 15 Sept 2026 · AI-evaluated
Data Quality / Validation Supported Data Quality / ValidationSupported Data Quality & Governance provides continuous deduplication and duplicate prevention. tilores.io/solutions/data-quality ↗ 15 Sept 2026 · AI-evaluated Supported Data Quality / ValidationSupported The Community Python API provides entity resolution, record linkage, data mastering, and deduplication. docs.zingg.ai/latest/working-with-python/index ↗ 15 Sept 2026 · Verified by hand
Privacy Compliance (GDPR/CCPA) Supported Privacy Compliance (GDPR/CCPA)Supported Data Compliance supports DSAR lookup, deletion cascades, retention rules, and audit trails. tilores.io/solutions/data-compliance ↗ 15 Sept 2026 · AI-evaluated Supported Privacy Compliance (GDPR/CCPA)Supported Security and Privacy documents deployment-local data processing and privacy controls. docs.zingg.ai/latest/security ↗ 15 Sept 2026 · AI-evaluated
Customer data platform 1 · core on all
Data Unification / Profile Stitching Core Data Unification / Profile StitchingCore Entity Resolution combines scattered records into unified entity profiles. tilores.io/product ↗ 15 Sept 2026 · Verified by hand Core Data Unification / Profile StitchingCore Zingg builds unified views and a single source of truth for core business entities. docs.zingg.ai/latest ↗ 15 Sept 2026 · Verified by hand

Not offered means the evidence sweep read the vendor's documentation and did not find it — hover to see the page it checked. — means no verdict either way. Hover a recorded cell to read its evidence and source; a cell with no source says so, and each cell says whether an AI pass or a person set the grade.

Sources · 18 pages on the vendors' own sites

Choose Tilores if you need

On Tilores's record, not on Zingg's

  • Real-time Profile API
Pricing
Free tier available

Choose Zingg if you need

On Zingg's record, not on Tilores's

Same jobs on record. Decide on price, and on how each connects to what you already run — drop both onto a canvas to see it.

Pricing
Free tier available

Tilores vs Zingg — FAQ

What is the difference between Tilores and Zingg?

Both are Identity Resolution tools. Tilores's record includes Real-time Profile API, which Zingg's does not; the two records cover the same jobs. The matrix above shows every recorded cell citing the vendors' own documentation.

Is Tilores or Zingg better?

Neither is universally better — it depends on your stack. Choose Tilores if you need Real-time Profile API; choose Zingg if its strengths matter more. Map both against your actual requirements rather than a generic feature count.

How do Tilores and Zingg compare on price?

Tilores: Free tier available. Zingg: Free tier available. Check each vendor's page for current rates.

Free stack audit

Before you choose Tilores or Zingg, check what your stack already covers

Teams usually find the overlap is not where they expected. Name the tools you run and the Instant Stack Audit maps which ones duplicate capability — inside Identity Resolution and across the rest of the stack.

Takes about two minutes. Your overlaps and a savings estimate are free — no sign-up. An email address unlocks the costed roadmap.

Tilores or Zingg? Decide in your stack's context.

Drop both onto a canvas, see how each integrates with what you already run, and score them against your real requirements — not a generic feature list.

No credit card required. Free plan available.