Best Software Development Analytics Tools - Page 4

How Many Software Development Analytics Tools Products Does G2 Track?

Total Products under this Category: 107

Category Stats (Sep 2026)

  • Average Rating: 4.58/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Megaladata (+0.29%) - Among all products in this category, Megaladata recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Software Development Analytics Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 3,100+ Authentic Reviews
  • 107+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Software Development Analytics Tools

G2 Grid® for Software Development Analytics Tools plotting products by satisfaction and market presence

Highlighted products: DX, Jellyfish, Oobeya, Harness Platform, ServiceNow DevOps, SonarQube, Swarmia, and Waydev.

Underlying data: [Grid® JSON](https://www.g2.com/categories/software-development-analytics-tools/grids.json?focus%5B%5D=dx-platform&focus%5B%5D=jellyfish-2025-10-22&focus%5B%5D=oobeya&focus%5B%5D=harness-platform&focus%5B%5D=servicenow-devops&focus%5B%5D=sonarqube&focus%5B%5D=swarmia&focus%5B%5D=waydev)

OpenProject

OpenProject is the leading free and open source project management software. As a web-based solution it gives all team members access to all project-related information from anywhere at any time. OpenProject supports your projects throughout the whole life cycle with any chosen project management methodology - agile, traditional or hybrid. The software is available in over 30 languages and is available both on premiseses and in the cloud. It is a perfect match for companies who value data privacy, security and sovereignty. Key functions and use cases: - Project management - Project planing and scheduling - Task management - Agile boards (scrum and kanban) - Time and cost tracking, budget planing - Meetings management

Average Rating: 3.8/5.0

Total Reviews: 24

How Do G2 Users Rate OpenProject?

  • Data Context: 7.8/10 (Category avg: 8.8/10)
  • Productivity Updates: 10.0/10 (Category avg: 8.9/10)
  • Analytics and Trends: 10.0/10 (Category avg: 9.0/10)
  • Ease of Admin: 8.9/10 (Category avg: 8.8/10)

Who Is the Company Behind OpenProject?

  • Seller: OpenProject
  • Year Founded: 2012
  • HQ Location: Berlin, Germany
  • Twitter: @openproject
    6,435 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 64% Small, 36% Medium

What Do G2 Reviewers Say About OpenProject?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the customization options in OpenProject, enhancing their ability to manage tasks and workflows effectively.
  • Users appreciate the efficient data visualization in OpenProject, enhancing project management and collaboration throughout production phases.
  • Users appreciate the intuitive interface of OpenProject, making project management and customization effortless and efficient.
  • Users value the easy collaboration features of OpenProject that enhance structure and efficiency in project management.
  • Users praise the efficiency improvement of OpenProject, which streamlines project management and enhances collaboration.
Cons
  • Users report that difficult navigation in OpenProject can make the interface cumbersome and less user-friendly.
  • Users often face navigation difficulty with OpenProject's cumbersome interface, impacting their overall experience and productivity.
  • Users believe the search functionality is inadequate, leading to difficulties in finding needed information efficiently.
  • Users often struggle with the cumbersome interface of OpenProject, making navigation and mobile use challenging.
  • Users find the interface cumbersome and experience navigation difficulties, particularly on mobile devices, limiting usability.

What Are Recent G2 Reviews of OpenProject?

What Are G2 Users Discussing About OpenProject?

Abloomify

Abloomify is a privacy-first workforce intelligence platform that measures both effort and outcome to help tech companies reduce workforce and technology waste. It connects to 100+ tools across your stack (Google Workspace, Microsoft 365, GitHub, Jira, HRIS, CRM, and AI coding assistants) and shows operations and engineering leaders where capacity, software spend, and engineering velocity actually go, so they can do more with the team they already have. Most employee monitoring tools watch a single source, usually the screen. Abloomify takes the opposite approach. It analyzes aggregated, PII-free signals across your entire toolchain, with no screenshots, no keyloggers, and no message content, ever. It is also the only platform that separates human work from AI-agent work and measures the real ROI of the AI tools your teams adopt. At its core is Bloomy, Abloomify's secure, company-aware, and role-aware AI analyst. Bloomy understands your organization's structure, permissions, and business context, securely taps your knowledge bases, and automates routine work without ever training on your company data. Bloomy and its specialized AI agents adapt to every role: - Executives get automated briefings, capacity planning, and strategic insights - Managers receive proactive coaching, team performance analytics, and early warning on burnout and disengagement - Engineering leaders see PR cycle time, review health, an Engineering Velocity Score, and human vs. AI-agent contribution - Employees automate routine tasks and protect their focus time Where Abloomify is different: - Privacy-first by architecture, not just by policy: aggregated metrics only - 100+ integrations across engineering, productivity, HRIS, CRM, and AI tooling - Flexible deployment: agentless API-only, or optional privacy-first device agents for Mac and Windows - Continuous performance management: goals and OKRs, AI-assisted reviews, feedback, recognition, and engagement surveys - Technology and SaaS optimization: spend analysis, license utilization, and shadow IT and shadow AI visibility - Built by a team that led product at Nasdaq-Verafin, used by 2,400+ financial institutions and acquired by Nasdaq for $2.75 billion With enterprise-grade security and privacy-first design, Abloomify helps leaders predict and prevent disengagement, reduce burnout, optimize SaaS usage, and increase output per employee by up to 25%, without surveilling anyone. It is SOC 2 Type II certified, CASA Tier 2 validated, and GDPR and CCPA aligned, with SSO and private-cloud / BYOC options. Fast to deploy and easy to use, the platform delivers first insights in weeks and measurable ROI in under 90 days. Abloomify is built for fintech, B2B SaaS, healthcare, and technical and professional-services teams, from fast-growing startups to enterprises.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Abloomify?

  • Ease of Admin: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Abloomify?

  • Seller: Abloomify Inc.
  • Year Founded: 2024
  • HQ Location: Toronto, Canada
  • Twitter: @abloomifyai
    2 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Abloomify?

AI-generated summary from verified user reviews

Pros
  • Users value the data-driven 1:1 management of Abloomify, enhancing discussions on performance and growth opportunities.
  • Users appreciate the data-driven performance tracking of Abloomify, enhancing discussions around performance and growth opportunities.
  • Users appreciate the easy integrations of Abloomify, enhancing data-driven discussions in performance tracking and growth opportunities.
  • Users value the data-driven performance tracking of Abloomify, enhancing meaningful discussions in 1-on-1s.
  • Users value the data-driven integrations of Abloomify, enhancing performance discussions and identifying growth opportunities effectively.

What Are Recent G2 Reviews of Abloomify?

Echoes

Echoes measure where engineering efforts are spent, and how. Our platform maps how teams contribute to a company's strategic goals or OKRs, or to any other customized investment buckets (e.g. features, maintenance, risk...). Echoes also measures software delivery performance using industry-standard metrics, to help understand how a team is functioning. Engineering leaders are then able to get and give visibility on how engineering efforts are truly being spent. They can easily explain how their organisation is progressing to the rest of the company. They better understand strengths and weaknesses of their organization, through data. Decisions on roadmap & priorities are then easier to take. Engineering managers can follow their teams progress through data and KPI, week by week, and better manage shadow work, or reprioritization. Echoes will help them dig into issues and follow improvement curves. Moreover, implementing Echoes is easy. Echoes is resilient. Our solution gives you an exhaustive view of the activity at the team level, even in the presence of heterogeneous processes: not all teams need to operate the same way, not everything needs to be tracked in JIRA.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate Echoes?

  • Data Context: 8.3/10 (Category avg: 8.8/10)
  • Productivity Updates: 10.0/10 (Category avg: 8.9/10)
  • Analytics and Trends: 8.3/10 (Category avg: 9.0/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Echoes?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Echoes?

eodly

Eodly is an AI chief of staff for founders, CEOs, and team leads who run remote, distributed, or mixed teams. It replaces the daily standup meeting and the weekly status call with one sourced end-of-day report, so you learn what your team actually shipped each day instead of finding out a week later. Here is how it works. Each team member sends one short check-in through a Slack or Telegram bot, using the chat tools they already live in. There is no new app to learn, no dashboard pointed at them, and no meeting on the calendar. Eodly then weighs every check-in against your systems of record. It reads GitHub and Linear for proof, so a claim of "almost done" is backed by a merged pull request or a moved ticket, or flagged when the evidence does not match the words. At the time you choose, the day distills into a single end-of-day report: KPI status at a glance, who shipped with linked evidence, who has gone silent, who is slipping, and any status that contradicts the activity in your tools. Instead of chasing updates across channels, you read one sourced page in under a minute. For teams running creators, KOLs, or paid partnerships, Eodly also gates payouts on proof of delivery, so you only pay for work that actually shipped. Eodly is built for early-stage and growing teams that have outgrown the all-hands standup but still need daily visibility: engineering teams, marketing and ops teams, and founders managing a mix of full-time staff and external contributors. It works as an async standup tool, a team check-in and reporting layer, and a lightweight KPI and accountability system in one. Crucially, Eodly is a chief of staff for you, not surveillance for your team. There is no keystroke logging, no screen capture, and no always-on monitoring. It reads the work people already do in Slack, Telegram, GitHub, and Linear, and turns it into a clear, evidence-based picture of progress. If you have used async standup tools like Geekbot, DailyBot, Standuply, or Range, Eodly takes the next step: it does not just collect updates, it verifies them against the evidence and ships one decision-ready report every evening.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate eodly?

  • Productivity Updates: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind eodly?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of eodly?

Kine

Kine is designed to help engineering teams to achieve their goals by nudging team members to take appropriate actions, providing timely insights on areas that need attention, and surfacing risks automatically. These nudges, insights, and risks are generated by analyzing data from tools like code repositories and CI/CD pipelines. Additionally, daily progress of teams and progress towards goals is appropriately summarized for different stakeholders. Engineering leaders can view historical trends and metrics like DORA for their teams. Say hello to improved productivity, and unparalleled visibility into your project's journey – all with Kine.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Kine?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Kine?

AI-generated summary from verified user reviews

Pros
  • Users find Kine excellent for issue identification, effectively uncovering risks and delays in projects for all startups.
  • Users value the vast array of features in Kine that help identify risks and prevent project delays.
  • Users find Kine's improvement planning tools invaluable for managing risks and delays in startups of all sizes.
  • Users find Kine effective for productivity improvement, aiding in identifying and mitigating risks and delays.
  • Users find Kine's reporting capabilities instrumental in identifying and mitigating risks and delays effectively.
Cons
  • Users find data management challenging for small startups, compounded by a high subscription cost.
  • Users find Kine to be expensive for small startups, making data handling and subscription costs challenging.
  • Users struggle with poor documentation, making it difficult to understand how to effectively use Kine software.

What Are Recent G2 Reviews of Kine?

Megaladata

The low code Megaladata platform empowers business users by making advanced analytics accessible. - Visual design of complex data analysis models with no involvement of the IT department and no need for programming. - Over 60 ready-to-use processing components. - Easy integration with various sources. - Fast processing of large datasets achieved through in-memory computing and parallelism. - Reusable components that facilitate accumulation of business expertise. - Advanced visualization — OLAP cubes, tables, charts, and other specialized tools. Megaladata minimizes the time between hypothesis testing and a fully functional business process.

Average Rating: 4.9/5.0

Total Reviews: 9

How Do G2 Users Rate Megaladata?

  • Ease of Admin: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Megaladata?

  • Seller: Megaladata
  • HQ Location: Neu-Isenburg, DE
  • Twitter: @megaladata_com
    5 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 89% Small, 11% Medium

What Are Recent G2 Reviews of Megaladata?

minware

minware surfaces the most comprehensive, actionable insights across the software development lifecycle. We integrate with your AI, code, ticket, and custom sources to provide a single pane of glass to support your team's efficiency, quality, predictability, and AI effectiveness. Out-of-the-box reporting includes standard engineering metrics like DORA and Agile best practices, plus you can easily create your own dashboards and custom metrics in minware's intuitive interface, and converse about your data with our AI assistant, mini.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate minware?

  • Data Context: 10.0/10 (Category avg: 8.8/10)
  • Productivity Updates: 10.0/10 (Category avg: 8.9/10)
  • Analytics and Trends: 10.0/10 (Category avg: 9.0/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind minware?

  • Seller: minware
  • Year Founded: 2021
  • HQ Location: All Remote, US
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium

What Do G2 Reviewers Say About minware?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the clear visibility into code quality provided by Minware, enhancing their SDLC metrics and overall development health.
  • Users value the customization options in Minware, enabling tailored metrics and effective tracking of development initiatives.
  • Users appreciate the customizable dashboards in Minware, which enhance visibility into project metrics and overall SDLC health.
  • Users value the quality metrics and dashboard customization of Minware, enhancing visibility into SDLC health and performance.
  • Users value the seamless integrations of Minware with tools like Jira, enhancing workflow and visibility into SDLC metrics.

What Are Recent G2 Reviews of minware?

Adadot

Adadot is an analytics tool for teams with a strong engineering culture. We help developers improve the way they work, collaborate, and feel by using Github's SPACE framework. Teams ship up to 50% faster without risking burnout and are having better, data-driven meetings. Its privacy-first so that developers are not feeling monitored.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Adadot?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Adadot?

Agile Analytics — Sprint Forecasting & Flow Metrics for Azure DevOps

Baytek Agile Analytics turns your Azure DevOps Boards data into the delivery insight engineering leaders actually need — without exporting to Power BI or standing up a separate reporting stack. It installs as a native Azure DevOps extension, so every chart reads your Boards data live, inside the tool your team already uses. No data pipeline to build, no external backend, no weeks of dashboard modelling. What you get: • Sprint health — commitment vs completed, burndown with a real commitment line, and a sprint summary that exposes scope change instead of hiding it • Flow analytics — cycle time scatterplots (P50/P85), throughput, cumulative flow, and flow efficiency • Forecasting — Monte Carlo simulation against your real throughput, so you give a confidence range, not a wishful date • Early-warning signals — WIP monitoring, aging work, and blocked-item detection • Portfolio view — Epic & Feature analytics with multi-project scope • Dashboard widgets — pin sprint health, cycle time, and throughput straight onto your Azure DevOps dashboard • Team & industry benchmarks — see how your delivery compares, anonymously Built for scrum masters, delivery leads, engineering managers, and the stakeholders who keep asking for a status update. Per-seat pricing from $25/user/month. 30-day free trial — no credit card. Get it on the Visual Studio Marketplace, or learn more at ado-analytics.baytekdev.com.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Agile Analytics — Sprint Forecasting & Flow Metrics for Azure DevOps?

  • Data Context: 10.0/10 (Category avg: 8.8/10)
  • Productivity Updates: 10.0/10 (Category avg: 8.9/10)
  • Analytics and Trends: 10.0/10 (Category avg: 9.0/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Agile Analytics — Sprint Forecasting & Flow Metrics for Azure DevOps?

  • Seller: Baytek
  • Year Founded: 2026
  • HQ Location: Glendale, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Agile Analytics — Sprint Forecasting & Flow Metrics for Azure DevOps?

Amazon Code Guru

Amazon CodeGuru is a developer tool powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application's most expensive lines of code.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Amazon Code Guru?

  • Data Context: 8.3/10 (Category avg: 8.8/10)
  • Productivity Updates: 6.7/10 (Category avg: 8.9/10)
  • Analytics and Trends: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Amazon Code Guru?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    147,094 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

Who Uses This Product?

  • Company Size: 200% Medium

What Are Recent G2 Reviews of Amazon Code Guru?

What Are G2 Users Discussing About Amazon Code Guru?

Awesome Graphs for Bitbucket

Awesome Graphs for Bitbucket is an app that natively integrates into Bitbucket and helps you measure developer productivity with ready-to-use graphs and REST API for custom reports. - Generate insightful developer activity reports in one click - Use REST API endpoints to power advanced analytics with commit, pull request and lines of code data and statistics - Track pull request cycle time - Analyze activity on workspace, project, repository and user levels Awesome Graphs for Bitbucket can be installed from Atlassian Marketplace and offers a free trial period for both Bitbucket Cloud and Data Center customers.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Awesome Graphs for Bitbucket?

  • Seller: StiltSoft
  • Year Founded: 2010
  • HQ Location: Tallinn, EE
  • Twitter: @stiltsoft
    697 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    37 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Awesome Graphs for Bitbucket?

Develocity

Develocity is the universal toolchain and artifact observability platform for AI-driven software delivery. As the context engineering layer for software delivery, it brings governance to keep AI-driven delivery accountable and auditable, and efficiency to keep it fast without runaway costs. Built by the same team behind Gradle Build Tool, one of the most widely used build systems in the world.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate Develocity?

  • Ease of Admin: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Develocity?

  • Seller: Develocity
  • Year Founded: 2009
  • HQ Location: San Francisco, CA
  • Twitter: @gradle
    38,196 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    146 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Develocity?

What Are G2 Users Discussing About Develocity?

GitView

GitView is a git analytics solution for software engineering leaders. Get the status of work across your engineering organization all in one view. Emphasizing transparency and customizability, you can see how each data point is calculated while also having the ability to build custom reports. View code changes, pull requests, and reviews while leveraging meaningful metrics that help measure which code changes are actually impactful. Easy to read graphs and tables display impact scores and whether code changes are new work, churn, a legacy change (refactor), or a simple removal. Visual displays of velocity, and extensive cycle time breakdown, help spot bottlenecks and improve efficiency. All data can be filtered by teams, contributors, repositories and more!

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate GitView?

  • Data Context: 10.0/10 (Category avg: 8.8/10)
  • Productivity Updates: 10.0/10 (Category avg: 8.9/10)
  • Analytics and Trends: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind GitView?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of GitView?

Kantree

Kantree is a truly flexible work management platform to unleash collective intelligence. By giving full control over the way teams manage their projects and processes, Kantree allows you to take advantage of the talent and domain knowledge for your team members. It helps them to organize, plan and manage their work on a visual, collaborative and easy to use software. With as much freedom as spreadsheets, teams feel more confident and deliver more efficiently.

Average Rating: 4.3/5.0

Total Reviews: 15

How Do G2 Users Rate Kantree?

  • Ease of Admin: 7.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Kantree?

  • Seller: Digicoop
  • Year Founded: 2015
  • HQ Location: N/A
  • Twitter: @kantreeapp
    790 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 76% Small, 12% Large

What Are Recent G2 Reviews of Kantree?

What Are G2 Users Discussing About Kantree?

mFlow

mFlow gives small engineering teams full delivery clarity from Jira — without a dedicated PM or manual reporting. Connect Jira once via OAuth. mFlow reads your changelog automatically and computes real delivery metrics: PSI score (0–100 project health index), cycle time from actual status transitions, reopen rate, throughput, and risk flags — no custom fields, no tags, no configuration. The built-in AI assistant has full context of your delivery data. Ask "what is slowing us down?" or "why did we miss last sprint?" and get specific, data-backed answers — not generic advice. Built for CTOs and engineering leads at startups where the eng lead is also the PM. Free tier available, connects in under 2 minutes.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate mFlow?

  • Data Context: 10.0/10 (Category avg: 8.8/10)
  • Productivity Updates: 10.0/10 (Category avg: 8.9/10)
  • Analytics and Trends: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind mFlow?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of mFlow?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated October 3, 2024