Middleware is a full-stack observability platform for spotting and addressing issues across infrastructure, applications, and real-user activity.
Best DevOps Analytics Software in 2026
Middleware leads this chart of 48 (8.2/10, free plan). Pluralsight is next (7.9/10), and DevDynamics is the next highest-placed with a free plan (7.8/10). DevOps analytics software tracks delivery, reliability, and engineering work; compare the metrics it supports and whether you can use it from Android. Check Android availability directly if you want to view or manage analytics from a Xiaomi, Redmi, or POCO phone. Platform support in this category includes web, APIs, self-hosted setups, and desktop options.
Android app and web subscription provide access to Pluralsight content.
Web and self-hosted service brings engineering data together from GitHub, Jira, Slack, Jenkins, and other integrations.
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Allstacks
Allstacks is an agentic platform for product and software development teams that plan, manage, measure, and optimize software creation.
Free planWebAPI7.5From $200 a year - 5

Plandek
Plandek is a developer productivity insights platform that brings engineering delivery data together to show how work moves and where it gets stuck.
Free planWebAPISelf-hosted7.5From $2,555 a month - 6

Deviera
Web service watches repository and deployment signals, then can create tasks, send alerts, or resolve cleared issues.
Free planWebAPISelf-hosted7.1From $25 a month - 7

GitClear
Web analytics track software development across GitHub, GitLab, Bitbucket, and AI coding tools.
Free planWebAPIExtensionmacOS7.1From $29 a month - 8

Hatica
Web platform connects development and collaboration tools to support engineering team analytics.
Free planWebAPILinuxSelf-hosted7.1From $19 a month - 9

Codacy
Codacy is a cloud-based platform for engineering teams working on code quality, security, and AI coding standards.
Free planWebExtension7.0From $18 a year - 10

Waydev
Waydev is an engineering intelligence platform for tracking how software is planned, written, reviewed, shipped, and measured.
Free planWebAPISelf-hosted7.0From $29 a month - 11

Swarmia
Web analytics help engineering teams spot slowdowns and assess AI adoption, spending, and productivity impact.
Free planWebAPI6.9From $5 a month - 12

CDviz
Web and self-hosted analytics connect code, CI, deployment, test, and issue-tracking tools.
Free planWebAPILinuxSelf-hosted6.8From €20 a month - 13

DevStats
Web analytics connect code, project, and issue tools including GitHub, Jira, and Linear.
Free planWebAPI6.8From $15 a month - 14
PanDev Metrics
Android app and web analytics combine engineering activity with live DORA metrics, cost estimates, and AI contribution.
Free planAndroidiOSWebExtension6.8Free plan - 15

Codealike
Codealike gives developers activity insights to review work patterns, focus, and potential technical debt.
Free planWebExtensionWindows6.7From $12 a month - 16
Gathr Analytics
Web platform handles streaming pipelines and data assets, and lets users ask questions about data.
Free planWebSelf-hosted6.7$0.25 one-time - 17

Deckgauge
Self-hosted analytics consolidate delivery activity, DORA and flow metrics, and team workload.
Free planWebSelf-hosted6.6From $600 a month - 18
Engineering Analytics
Engineering Analytics is a web platform for turning software delivery activity into dashboards, insights, narratives, and reports.
Free planWeb6.6From $649 a month - 19

FeatureFactory
Plans features from product signals, routes approved work to AI agents, and measures outcomes.
Free planWebAPI6.6From $49 a month - 20
HCL DevOps Velocity
Web platform combines DevOps pipeline data with value stream models and bottleneck views.
Free planWebLinuxmacOSSelf-hosted6.6Free plan - 21
Klarix
Klarix is a web-based software engineering intelligence platform for engineering teams and leaders.
Free planWeb6.6From $29 a month - 22
OpsMx Autopilot
Web and self-hosted tool checks change risk, policy compliance, and software quality across pipeline stages.
Free planWebSelf-hosted6.5From $25 a month - 23
Typo
WebAPI6.5From $20 a month - 24
Keypup Value Stream Management Dashboard
Keypup Value Stream Management Dashboard is a paid engineering intelligence platform for software engineering organizations and stakeholders.
WebAPI6.4From $49 a month - 25

AnalyticsVerse
Engineering analytics platform with sprint reports and developer productivity views across the SPACE framework.
Web6.3From $12 a month
Choosing well
Which metrics should DevOps analytics software track?
Start with the measures your team uses. The tools are compared on DORA, delivery, reliability, and custom metrics, so check that a platform covers the signals you need.
Can I use DevOps analytics software on Android?
Check the platform list for an Android app before choosing if you want to use analytics on your phone. The listed platform types include web, API, self-hosted, Linux, macOS, and Windows; those facts do not establish Android app support.
Should I choose a hosted or self-hosted platform?
Compare deployment needs before you decide. Web and self-hosted options are represented in the category, and API access may matter if you connect analytics to other tools.
How do I compare free plans and paid pricing?
Check what a free plan includes and when a paid plan starts. Published examples include free plans from Middleware, DevDynamics, and PanDev Metrics; starting prices vary, and HCL DevOps Velocity lists pricing on request.
Does the software support SSO?
SSO is one of the comparison points, so check the individual product details for support before adopting a platform.
Questions people ask
What does DevOps analytics software do?
It tracks DevOps measures such as DORA, delivery, reliability, and custom metrics to help teams review software delivery and operations.
Can I use DevOps analytics software on my Xiaomi phone?
The listed platform facts do not specify Android apps. Check the product directly for Android support; web availability does not by itself confirm an Android app.
What should I compare when choosing DevOps analytics software?
Compare DORA, delivery, reliability, and custom metrics, plus SSO, data source limits, platform support, free plans, and paid starting prices.
Is there free DevOps analytics software?
Free plans are listed for products including Middleware, DevDynamics, PanDev Metrics, and Apache DevLake. Check plan details before choosing.
Can DevOps analytics software be self-hosted?
Self-hosted is a platform option in this category. Check the individual product's details to confirm how it is deployed.
How much does DevOps analytics software cost?
Pricing varies. Examples include Middleware from $0.30, DevDynamics from $20 per month, and GitClear from $14.95 per month on annual billing; HCL DevOps Velocity lists pricing on request.


