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Head-to-head · Data Lake Software

AWS Lake Formation vs HPCC Systems

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score AWS Lake Formation #1 in Data Lake Software 9.4/10 Paid ✓ 4 of 4 features Visit site
HPCC Systems #4 in Data Lake Software 8.7/10 Free plan Free plan✓ 3 of 4 features Visit HPCC Systems

AWS Lake Formation leads on 0 checks, HPCC Systems on 1, and 4 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 scoreAWS Lake Formation · 9.4/10
  • Free planonly HPCC Systems
  • Most featuresAWS Lake Formation · 4 of 4

AWS Lake Formation scores higher on our rubric for data lake software: 9.4 against 8.7 out of 10; our editors rank them #1 and #4.

HPCC Systems offers free plan; AWS Lake Formation doesn't. On deployment model, HPCC Systems gives you Hybrid where AWS Lake Formation offers Cloud. On ingestion modes, HPCC Systems gives you Both where AWS Lake Formation offers Batch.

AWS Lake Formation is the better fit for AWS-native governed data lakes. HPCC Systems is the better fit for open-source analytics data lakes.

  • AWS Lake Formation fits best

    AWS-native governed data lakes

  • HPCC Systems fits best

    Open-source analytics data lakes

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 AWS Lake Formation 9.4/10 Visit ↗ HPCC Systems 8.7/10 Visit ↗
At a glance
Editor score 9.4 8.7
Ranking #1 in Data Lake Software #4 in Data Lake Software
Best for AWS-native governed data lakes Open-source analytics data lakes
Pricing model Paid Free
Starting price Not checked yet Free plan
Free plan — ✓ (best)
Free trial — —
Deployment Cloud Cloud, Self-hosted
Platforms Web Web, Linux
Support Docs Email, Community, Docs
Integrations 9 integrations 6 integrations
Built for Small business, Mid-market, Enterprise Mid-market, Enterprise
Features AWS Lake Formation 4/4 · HPCC Systems 3/4
Metadata catalog ✓ ✓
Governance controls ✓ ✓
Open table formats ✓ (best) Not checked yet
Data sharing ✓ ✓
Specs
Deployment model Cloud Hybrid
Ingestion modes Batch Both
Query interface Both Both
Our review
Pros
  • Database, table, column, row, and cell-level access controls
  • Cross-account and cross-organization data sharing with CloudTrail auditing
  • Supports Iceberg, Hudi, and Delta Lake tables across AWS analytics services
  • 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
Cons
  • No free plan
  • No fixed subscription plans or universal starting price
  • Integrated services and some usage incur separate AWS charges
  • 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
Our verdict

AWS Lake Formation is a managed cloud service for building and governing data lakes on Amazon S3. It is designed for organizations that need centralized metadata, controlled access, auditing, and data sharing across AWS accounts,…

Read the review →

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 →
  1. AWS Lake FormationData Lake Software 9.4Paid
  2. HPCC SystemsData Lake Software 8.7Free plan

Strengths and trade-offs

  • AWS Lake Formation — where it wins

    • Database, table, column, row, and cell-level access controls
    • Cross-account and cross-organization data sharing with CloudTrail auditing
    • Supports Iceberg, Hudi, and Delta Lake tables across AWS analytics services

    Where it doesn't

    • No free plan
    • No fixed subscription plans or universal starting price
    • Integrated services and some usage incur separate AWS charges
  • 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
  • AWS Lake Formation9.4/10 · Paid

    A deep AWS-native governance layer for organizations building managed data lakes on Amazon S3.

    Visit siteFull verdict →
  • 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 →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update