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Head-to-head · Data Lake Software

HPCC Systems vs Unilake

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score HPCC Systems #4 in Data Lake Software 8.7/10 Free plan Free plan✓ 3 of 4 features Visit HPCC Systems
Unilake #5 in Data Lake Software 8.6/10 Open source ✓ 4 of 4 features Visit Unilake

HPCC Systems leads on 0 checks, Unilake on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreHPCC Systems · 8.7/10
  • Free planonly HPCC Systems
  • Most featuresUnilake · 4 of 4

HPCC Systems scores higher on our rubric for data lake software: 8.7 against 8.6 out of 10; our editors rank them #4 and #5.

On query interface, HPCC Systems gives you Both where Unilake offers Sql.

HPCC Systems is the better fit for open-source analytics data lakes. Unilake is the better fit for open-source cross-cloud lakehouses.

  • HPCC Systems fits best

    Open-source analytics data lakes

  • Unilake fits best

    Open-source cross-cloud lakehouses

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature HPCC Systems 8.7/10 Visit ↗ Unilake 8.6/10 Visit ↗
At a glance
Editor score 8.7 8.6
Ranking #4 in Data Lake Software #5 in Data Lake Software
Best for Open-source analytics data lakes Open-source cross-cloud lakehouses
Pricing model Free Free
Starting price Free plan Open source
Free plan ✓ (best) Not checked yet
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web, Linux Web
Support Email, Community, Docs Tickets, Community
Integrations 6 integrations 350+ integrations
Built for Mid-market, Enterprise Small business, Mid-market, Enterprise
Features HPCC Systems 3/4 · Unilake 4/4
Metadata catalog ✓ ✓
Governance controls ✓ ✓
Open table formats Not checked yet ✓ (best)
Data sharing ✓ ✓
Specs
Deployment model Hybrid Hybrid
Ingestion modes Both Both
Query interface Both Sql
Our review
Pros
  • Free open-source deployment with distributed ingestion and query engines
  • Replication, failover, Kubernetes, and hybrid cloud deployment support
  • Machine learning, SQL, APIs, governance, and workflow capabilities
  • Cross-cloud querying without copying data
  • Governance with ABAC, policy-as-code, and lineage
  • More than 350 pre-built data connectors
Cons
  • ECL adds a platform-specific programming language to the learning curve
  • The broad feature set may exceed the needs of narrow data lake projects
  • Open table format workflows are not a stated focus
  • The product is in active development toward an Alpha version
  • SQL is the primary query interface
  • Self-hosting uses Kubernetes and compatible storage services
Our verdict

HPCC Systems is an open-source platform for enterprise data engineering, data lake management, analytics, and machine learning. It suits teams that need distributed ingestion, transformation, enrichment, indexing, querying, and information…

Read the review →

Unilake is an open-source unified data analytics platform for organizations building data and AI workloads across cloud, private-cloud, hybrid, and on-premises infrastructure. Its unified access layer connects cloud and local storage,…

Read the review →
  1. HPCC SystemsData Lake Software 8.7Free plan
  2. UnilakeData Lake Software 8.6Open source

Strengths and trade-offs

  • HPCC Systems — where it wins

    • Free open-source deployment with distributed ingestion and query engines
    • Replication, failover, Kubernetes, and hybrid cloud deployment support
    • Machine learning, SQL, APIs, governance, and workflow capabilities

    Where it doesn't

    • ECL adds a platform-specific programming language to the learning curve
    • The broad feature set may exceed the needs of narrow data lake projects
    • Open table format workflows are not a stated focus
  • Unilake — where it wins

    • Cross-cloud querying without copying data
    • Governance with ABAC, policy-as-code, and lineage
    • More than 350 pre-built data connectors

    Where it doesn't

    • The product is in active development toward an Alpha version
    • SQL is the primary query interface
    • Self-hosting uses Kubernetes and compatible storage services
  • HPCC Systems8.7/10 · Free plan

    A broad open-source data lake platform for distributed processing, queries, governance, and machine learning.

    Visit HPCC SystemsFull verdict →
  • Unilake8.6/10 · Open source

    A broad, governance-focused lakehouse layer for teams working across cloud and local storage.

    Visit UnilakeFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update