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Head-to-head · Software Development Analytics Tools

Apache DevLake vs LinearB

  • 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
LinearB #5 in Software Development Analytics Tools 8.4/10 45-day trial Free trial✓ 1 of 3 features Visit LinearB

Apache DevLake leads on 0 checks, LinearB 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
  • Free trialonly LinearB

Apache DevLake scores higher on our rubric for software development analytics tools: 9.1 against 8.4 out of 10; our editors rank them #1 and #5.

Apache DevLake is the better fit for teams wanting open-source delivery analytics. LinearB is the better fit for teams pairing delivery metrics with workflow automation.

  • Apache DevLake fits best

    Teams wanting open-source delivery analytics

  • LinearB fits best

    Teams pairing delivery metrics with workflow automation

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 Apache DevLake 9.1/10 Visit ↗ LinearB 8.4/10 Visit ↗
At a glance
Editor score 9.1 8.4
Ranking #1 in Software Development Analytics Tools #5 in Software Development Analytics Tools
Best for Teams wanting open-source delivery analytics Teams pairing delivery metrics with workflow automation
Pricing model Free Paid
Starting price Open source $29/user/mo
Free plan Not checked yet —
Free trial — 45 days
Deployment Self-hosted Cloud
Platforms Web Web
Support Community, Docs Email, Docs
Integrations 16 integrations 15 integrations
Built for Small business, Mid-market, Enterprise Mid-market, Enterprise
Features Apache DevLake 1/3 · LinearB 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, cycle-time, throughput, quality and custom metrics
  • Programmable workflows and AI code review sit alongside analytics
  • Integrates with major source-control, planning, chat and AI coding tools
Cons
  • Self-hosted deployment means teams provide the hosting
  • Visualization is through Grafana dashboards
  • Connections, transformations, scopes, and sync schedules require configuration
  • No free plan; subscriptions are billed annually
  • Essentials supports GitHub Cloud only
  • Forecasting and on-prem agents are Enterprise features
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 →

LinearB brings software delivery analytics, developer productivity insights and workflow automation together for engineering teams. Its dashboards cover DORA measures, cycle time, deployment frequency, change failure rate, mean time to…

Read the review →
  1. Apache DevLakeSoftware Development Analytics Tools 9.1Open source
  2. LinearBSoftware Development Analytics Tools 8.445-day trial

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

  • LinearB — where it wins

    • Combines DORA, cycle-time, throughput, quality and custom metrics
    • Programmable workflows and AI code review sit alongside analytics
    • Integrates with major source-control, planning, chat and AI coding tools

    Where it doesn't

    • No free plan; subscriptions are billed annually
    • Essentials supports GitHub Cloud only
    • Forecasting and on-prem agents are Enterprise features

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