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Head-to-head · Software Development Analytics Tools

Apache DevLake vs Allstacks

  • Updated Oct 2026
  • Both researched from official sources
  • 2 checks side by side
Higher score Apache DevLake #1 in Software Development Analytics Tools 9.1/10 Open source ✓ 1 of 3 features Visit Apache DevLake
Allstacks #7 in Software Development Analytics Tools 8.2/10 Paid ✓ 1 of 3 features Visit Allstacks

Apache DevLake leads on 0 checks, Allstacks on 0, and 2 are even. Who comes out ahead on the 2 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreApache DevLake · 9.1/10

Apache DevLake scores higher on our rubric for software development analytics tools: 9.1 against 8.2 out of 10; our editors rank them #1 and #7.

Apache DevLake is the better fit for teams wanting open-source delivery analytics. Allstacks is the better fit for larger teams needing forecasting and portfolio reporting.

  • Apache DevLake fits best

    Teams wanting open-source delivery analytics

  • Allstacks fits best

    Larger teams needing forecasting and portfolio reporting

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Side by side

Feature Apache DevLake 9.1/10 Visit ↗ Allstacks 8.2/10 Visit ↗
At a glance
Editor score 9.1 8.2
Ranking #1 in Software Development Analytics Tools #7 in Software Development Analytics Tools
Best for Teams wanting open-source delivery analytics Larger teams needing forecasting and portfolio reporting
Pricing model Free Paid
Starting price Open source —
Free plan Not checked yet —
Free trial — —
Deployment Self-hosted Cloud
Platforms Web Web
Support Community, Docs Email, Phone
Integrations 16 integrations 30+ integrations
Built for Small business, Mid-market, Enterprise Mid-market, Enterprise
Features Apache DevLake 1/3 · Allstacks 1/3
DORA metrics ✓ ✓
Developer experience surveys Not checked yet Not checked yet
Team-level reporting Not checked yet Not checked yet
Specs
Data source connectors Not checked yet Not checked yet
Delivery metrics Not checked yet Not checked yet
Deployment option Not checked yet Not checked yet
Our review
Pros
  • Prebuilt dashboards cover DORA, throughput, and reliability metrics
  • Connects to a broad range of DevOps and delivery tools
  • SQL customization and plugins support custom metrics and data sources
  • Combines DORA, Flow and SPACE metrics with delivery-risk analysis.
  • Forecasting, AI adoption measurement and portfolio reporting cover broad needs.
  • Connects project, source-control, CI/CD and collaboration tools.
Cons
  • Self-hosted deployment means teams provide the hosting
  • Visualization is through Grafana dashboards
  • Connections, transformations, scopes, and sync schedules require configuration
  • Growth starts at $400 per contributor per year, billed annually.
  • Growth caps usage at 500 contributors and limits historical ingestion to two years.
  • Product Studio Starter is available free only for a limited time.
Our verdict

Apache DevLake brings software delivery data into one analytics platform for engineering leads, product managers, data engineers, open-source maintainers, and development teams. It ingests information from DevOps and software delivery…

Read the review →

Allstacks connects project-management, source-control, CI/CD, collaboration and AI coding tools to analyze software delivery for product and engineering teams. Its focus is scaling organizations that need a shared view of delivery…

Read the review →
  1. Apache DevLakeSoftware Development Analytics Tools 9.1Open source
  2. AllstacksSoftware Development Analytics Tools 8.2Paid

Strengths and trade-offs

  • Apache DevLake — where it wins

    • Prebuilt dashboards cover DORA, throughput, and reliability metrics
    • Connects to a broad range of DevOps and delivery tools
    • SQL customization and plugins support custom metrics and data sources

    Where it doesn't

    • Self-hosted deployment means teams provide the hosting
    • Visualization is through Grafana dashboards
    • Connections, transformations, scopes, and sync schedules require configuration

  • Allstacks — where it wins

    • Combines DORA, Flow and SPACE metrics with delivery-risk analysis.
    • Forecasting, AI adoption measurement and portfolio reporting cover broad needs.
    • Connects project, source-control, CI/CD and collaboration tools.

    Where it doesn't

    • Growth starts at $400 per contributor per year, billed annually.
    • Growth caps usage at 500 contributors and limits historical ingestion to two years.
    • Product Studio Starter is available free only for a limited time.

More comparisons

All software development analytics tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update