Best DevOps Analytics Software in 2026 — page 2

Waydev

Waydev brings engineering health, delivery, planning, and AI measurements into one platform.

Swarmia

Swarmia brings engineering data and several team workflows into one platform, including AI metrics, surveys, and capitalization reporting.

AppArch Engineering Analytics

AppArch centralizes delivery, reliability, DORA, and AI-impact reporting while keeping deployment under the customer’s control.

AnalyticsVerse

AnalyticsVerse combines engineering metrics, benchmarks, repository integrations, and security controls in a browser service.

DevInsight

DevInsight combines engineering metrics, benchmarking, planning, dashboards, and alerts for DevOps teams.

GitKraken Insights

GitKraken Insights brings delivery, code-review, and AI-tool measurements together with broad integrations and export access.

Haystack

Haystack combines delivery metrics, historical analysis, release summaries, and Slack updates around Git and Jira data.

LinearB

LinearB combines engineering metrics with code review and policy-based workflow tools. Teams should account for annual billing and confirm trial eligibility before choosing a plan.

Pluralsight

Keypup Value Stream Management Dashboard

Choose Keypup if your engineering organization needs customizable delivery metrics across connected development and project tools, or wants to access metrics programmatically.

Multitudes

Multitudes provides metrics, recommendations, integrations, and AI-impact analysis for engineering teams. Its contributor-based pricing and required trial setup should be considered before adoption.

Regentis Engineering Intelligence

Regentis provides team-level delivery, reliability, and engineering investment views across connected systems. Plan limits differ for history, credits, support, and included intelligence features.

Faros AI

Faros AI combines engineering attribution, policy enforcement and historical analysis for teams governing coding-agent usage.

Typo

Typo combines engineering metrics, planning, code review assistance, and AI-development analytics in a cloud service.

iftrue

iftrue brings AI impact, delivery, and team-health measures into one engineering platform. Its plan structure ranges from AI-focused tracking to a full platform and on-premises enterprise controls.

Oobeya

Oobeya brings delivery, quality, productivity, and AI signals into one analytics platform. Its broad integrations and deployment options are balanced by paid, quote-based plans.

TheMetrics

TheMetrics combines engineering cost, delivery, forecasting, and reporting views with read-only data connections.

Jellyfish

Choose Jellyfish if you need engineering allocation and delivery insight alongside business data, or want its dedicated AI measurement and DevFinOps options.

SENTRIO

SENTRIO brings delivery and quality measures into a shared view, with customizable scoring and project comparisons. Pricing is available on request rather than published as a plan price.

Uplevel

Uplevel pairs engineering metrics with assessments and ongoing expert guidance, including analysis of AI tool impact.

Harness AI DLC Insights

Harness AI DLC Insights provides a focused set of delivery and reliability measurements, with custom metrics and SSO for organizational use.

ValueOps Insights

Choose ValueOps Insights if leaders need to relate strategy, delivery, investments, and customer outcomes in a shared view.

Planview Viz