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Build Your Data Stack

Tell us what you're building. We'll recommend the best tools based on real community data — GitHub stars, downloads, Stack Overflow activity, and 1,100+ verified integrations.

How recommendations are scored

Your Data Governance

Click any tool to swap it. Add optional layers to customize your recommendation.

Why this recommendation

Evidence: Medium · 72/100

This reflects how much supporting evidence we have for the recommendation, based on source coverage, metadata, and verified integrations.

  • Optimized for a default data governance architecture across the required stack layers.
  • Combines quality, cataloging, and observability layers for governed data operations.
  • Balances role fit, adoption, review quality, user requirements, and available integration evidence.
  • Source coverage: Most selected tools have strong adoption, review, and metadata coverage.
  • Verified integrations: 1 of 3 selected tool pairs are verified: Great Expectations + DataHub. No verified integration found yet: Great Expectations + Datadog and DataHub + Datadog.
  • Requirement evidence: No optional requirements were selected, so the stack is judged on default architecture fit.
23/100
Stack Score
45/100
Community Health
0/100
Integration Coverage
$10 – $600/mo
Est. Monthly Cost

Integration Map

Integration not verified: Great Expectations and DataHub. This connection is expected for the selected architecture, but verified source evidence is not recorded yet. quality results and metadata should have a verified path into the selected catalog layer.Integration not verified: Datadog and DataHub. This connection is expected for the selected architecture, but verified source evidence is not recorded yet. observability tools monitor the selected governance control plane as part of the stack architecture.Great ExpectationsData QualityDataHubData CatalogDatadogObservabilityNo verified direct integrations between these tools
→ Data flow- - Integration not verified
Data Quality
No verified integrations
Great Expectations
⭐ 11.7kOpen Source
Data Catalog
No verified integrations
DataHub
⭐ 12.3kFreemium
Observability
No verified integrations
Datadog
HF 105k downloadsUsage-Based
Security
🤖 AI: LLM Provider
🤖 AI: Agent Framework
🤖 AI: Vector Database

Understanding your stack scores

Stack Score

Overall quality of your stack, shown out of 100. Combines community health and integration coverage equally.

Community Health

Average adoption strength across your tools, normalized to 100 from GitHub stars and Stack Overflow questions.

Integration Coverage

Share of architecture-relevant stack connections with a verified integration, shown out of 100. Green lines are verified integrations; amber dashed lines are expected stack connections where verified source evidence is not recorded yet.

Est. Monthly Cost

Estimated range based on each tool's published starting price and pricing model. Actual costs depend on usage, team size, and plan tier.

Integration indicators on each tool

2 verified all graph-relevant pairs are verified2 verified, 1 unverified hover to see which pair is unverifiedNo verified integrations no verified direct connection found yet

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