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Top Rated Application Development Software with Reporting/Analytics in 2026

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All user reviews are verified by in-house moderators and provider data by our software research team.  Learn more

Last updated: April 2026

Reporting and analytics enable tracking of code quality, project progress, and team productivity. They provide insights into performance metrics, identify issues, and support informed decision-making for optimizing workloads and improving application efficiency. Our reviewers in application development software rated this feature as important.

5 Best Application Development Software with Reporting/Analytics

Product
User rating
Starting price
Jira logo
4.4
(15.3K)
7.91
per user/per month
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GitHub logo
4.8
(6.1K)
4
per user/per month
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Google Cloud logo
4.7
(2.2K)
Empty state illustration for "No pricing info"

No pricing info

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Airtable logo
4.7
(2.2K)
20
per user/per month
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Microsoft Azure logo
4.6
(1.9K)
31.39
usage based/per month
learn more

See other top Application Development products with reporting/analytics

How we picked the 5 top rated products

We chose the high-performing solutions on this list based on verified user ratings on our site. Depending on available data, qualifying products either had to be among the most user-reviewed or the most searched-for products in the Application Development software category. They also needed to have sufficient reviews about reporting/analytics, have a minimum user rating of 3 out of 5 for that feature, and show evidence of U.S. market presence. We then added a distinction for up to three products based on our proprietary ratings and reviews: Highest rated, Highly rated for reporting/analytics, and Highly rated for free version. Sponsorship or client status has no influence on the selection of these products, but it may impact the order in which products appear.

Details for the 5 best products

Jira logo
Reviews Sentiment
 
 
 
1-2(214)
3-4(6,630)
5(8,465)
Key Features
Version Control4.4
Source Control4.3

User insights about the reporting/analytics feature

Reviewers appreciate Jira's robust reporting and analytics capabilities, which are crucial for project management. They find the customizable dashboards and various pre-set reports, such as burndown charts and sprint reports, very useful for tracking progress and team performance. However, some users mention a learning curve and the need for additional plugins for more advanced customization.
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“There are out of the box reports in JIRA which allows your (as Product owner) and your leadership clear insights and visibility about the project progress. Few examples of reports, that are used by me and my team, are Burndown charts, Sprint report, User workload report etc. It's extremely helpful.”
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Shivani S.

Product Owner

“The reporting analytics are super great especially when data analytics are used to report to stakeholders and management on a daily basis. It saves a lot of manual time needed to be put in otherwise in creating said metrics.”
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Aarti A.

Consultant C2

Starting price
7.91per user /
per month
learn more
Pros and Cons based on 15,309 verified reviews
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Comprehensive project tracking

Effective sprint management

Enhanced team collaboration

Extensive integration options

Support for agile development

Frequent performance issues

Complex navigation

Challenging issue management

Inefficient search and filter

Complicated setup configuration

See pros and cons details
GitHub logo
Reviews Sentiment
 
 
 
1-2(9)
3-4(1,359)
5(4,784)
Key Features
Version Control4.7
Source Control4.7

User insights about the reporting/analytics feature

Users find GitHub's reporting and analytics useful for tracking contributions, commits, and pull requests. They appreciate the ability to create charts and reports, although some feel the insights could be more detailed and customizable. Reviewers also highlight the integration with third-party tools like Slack and Jira for enhanced reporting capabilities.
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“Reporting/ Analytics in GitHub permits you to make reports of your issues and pull demand information. It make graphs and assignment records and assemble them into PDF Reports that you can undoubtedly impart to your associate through email.”
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Abraham K.

Graphic Designer

“GitHub has various types of analytics, from number of contributions to commits and pulls. This brings perspective on work being done, how and when and this data is also actionable.”
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Charles R.

Software engineer

Starting price
4per user /
per month
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Pros and Cons based on 6,152 verified reviews
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Support for open source projects

Enhanced team collaboration

Strong community support

Robust version control

Effective code collaboration

Challenges with code merging

Search and navigation issues

Problems with issue management

File management limitations

Complex command line interface

See pros and cons details
Google Cloud logo
Reviews Sentiment
 
 
 
1-2(11)
3-4(626)
5(1,622)
Key Features
Version Control4.4
Source Control

User insights about the reporting/analytics feature

Reviewers highlight the detailed and comprehensive reporting and analytics capabilities of Google Cloud. They appreciate the ease of generating and sharing reports, as well as the integration with tools like BigQuery and Google Looker Studio. Users find the dashboards user-friendly and valuable for monitoring data storage, website performance, and business insights.

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“GCP has various functionalities which not only allow us to generate reports but they can be shared with ease with access control. I use reporting tools to share financial information which should only be enabled to be accessed by specific people and Google cloud platform provides me with such functionality. ”
HR

Hrudvi R.

Analyst

“Google analytics are without a doubt the most complete set of information about many aspects, audience, market, trending, sells, predictions, etc.”
FA

Francisco A.

Chief's Editor

Starting price
Empty state illustration for "No pricing info"

No pricing info

learn more
Pros and Cons based on 2,259 verified reviews

Flexible scalability options

Extensive API offerings

Robust data storage solutions

Efficient document sharing

Seamless integrations

Dependence on internet speed

Inadequate customer support

Frequent software issues

Complex and costly pricing

See pros and cons details
Airtable logo
Reviews Sentiment
 
 
 
1-2(12)
3-4(655)
5(1,555)
Key Features
Version Control4.3
Source Control

User insights about the reporting/analytics feature

Reviewers indicate that Airtable's reporting and analytics are versatile and easy to use. They appreciate the real-time dashboards and the ability to create custom reports with ease. However, some users mention that external reporting could be more robust and that they sometimes rely on other tools for customer-facing reports.
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“Reporting / Analytics in Airtable provides a summary function to all different groups of records in order to be able to compare and analyse between them”
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Abraham K.

Graphic Designer

“Airtable Interfaces (introduced in nov.2021) allows to create dashboards which are updated in real time with Airtable Data. This feature is great, although it could be improved in terms of UX. ”
LW

Laurène W.

Head of Customer Success

Starting price
20per user /
per month
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Pros and Cons based on 2,222 verified reviews
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Effective organization tools

Extensive customization options

High flexibility and adaptability

Comprehensive project management

Efficient project tracking

Restrictive usage limitations

High cost concerns

Limited formula capabilities

Inconsistent mobile and desktop versions

Challenging user access management

See pros and cons details
Microsoft Azure logo
Reviews Sentiment
 
 
 
1-2(16)
3-4(691)
5(1,236)
Key Features
Version Control4.5
Source Control4.5

User insights about the reporting/analytics feature

Reviewers indicate that Microsoft Azure's reporting and analytics capabilities are extensive and customizable. They appreciate the integration with Power BI and Azure Monitor, which provides detailed insights into resource usage, performance, and system health. Users report that the dashboards and widgets are easy to use and helpful for cost management, security, and project tracking.
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“I find reporting and analytics crucial in Microsoft Azure because they give me insights into resource usage, performance, and system health. This helps me make informed decisions and optimize my workloads for better efficiency.”
SS

Sujal S.

Student

“Although there are services that allow you to create your own reporting and analytics solutions, I will talk about the capabilities that are great for the DevOps pipeline. You can create dashboards with widgets and charts. But you can also generate programmatic reporting. The charts include common uses, like burndown or burnup for agile workflows, and you can also create Power BI based controls that give you the power of using DAX and OData and integrating into the Microsoft family of Office products with already familiar interfaces. You can even create your own widgets to match your business needs.”
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Izcóatl A.

Interactive Experiences Architect

Starting price
31.39usage based /
per month
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Pros and Cons based on 1,943 verified reviews
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Flexible environment management

Comprehensive development tools

Robust security features

Seamless integration capabilities

Efficient data management

Challenges in issue resolution

Complex navigation interface

Slow customer support

Complex setup configuration

Inconsistent performance speed

See pros and cons details

Other Top Rated Application Development Software with Reporting/Analytics in 2026

Jira logo

Project management and work tracking software

learn more
Jira is project tracking software that helps every team collaborate to plan, track, and release work by breaking down big ideas into achievable steps. Jira offers features like task organization, work alignment to goals, customizable workflows, and real-time data insights to optimize outcomes.

Read more about Jira

Users also considered
GitHub logo
Category Leaders

Social coding & collaborative development platform

learn more
GitHub is a place to share code with friends, co-workers, classmates, and complete strangers, helping individuals and teams to write faster, better code

Read more about GitHub

Users also considered
Wix logo

Website builder & business management platform

learn more
Wix is a website-building and business management platform that helps users create any type of website and expand the brand's online presence. Wix offers its users different ways to build sites; for those less tech-savvy, the Wix Editor is the way to go. It boasts a choice of various pre-designed templates that can be personalized with a drag-and-drop editor and various other AI capabilities, such as an automated text generator.

Read more about Wix

Users also considered
Google Cloud logo

Modular platform for computing, hosting, storage and more

learn more
Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

Read more about Google Cloud

Users also considered
Airtable logo
Category Leaders

AI-Powered, No-Code App Building Platform

learn more
Airtable is the AI-powered app platform that unifies data, maximizes collaboration, and powers smarter workflows — no code required.

Read more about Airtable

Users also considered
Microsoft Azure logo

Desktop virtualization platform to enable remote access

learn more
Microsoft Azure is a cloud computing platform designed to help organizations run virtual desktops and applications in the cloud. It offers businesses with built-in migration tools, which enables administrators to migrate remote desktop services (RDS) and Windows server desktops to various devices.

Read more about Microsoft Azure

Users also considered
IntelliJ IDEA logo
Category Leaders

The IDE for Professional Development in Java and Kotlin

learn more
IntelliJ IDEA is the JetBrains IDE for pro development in Java and Kotlin. Built for your comfort, it unlocks productivity, ensures quality code, supports cutting-edge tech, and protects your privacy.

Read more about IntelliJ IDEA

Users also considered
Appy Pie logo

Streamline application, website, and chatbot creation

learn more
Appy Pie is a no-code development platform that empowers users to create apps, websites, and chatbots without coding experience. Its interface and AI-enabled tools help startups, enterprises, and developers to bring ideas to life. The solution enables users to streamline workflows, automate tasks, and enhance customer interactions.

Read more about Appy Pie

Users also considered
Bitbucket logo

Bitbucket is the Git solution for professional teams

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Bitbucket is a Git solution for teams, which allows users to collaborate on code with inline comments and code review, and manage and share Git repositories to build and ship software, as a team. Built-in continuous integration, testing and delivery enable automation of deployment workflows, with additional support for third-party CI/CD integrations.

Read more about Bitbucket

Users also considered
GitLab logo

Your intelligent orchestration platform for DevOps

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GitLab unifies planning, CI/CD, security, and agentic AI, eliminating the tool handoffs that slow software delivery. Learn more today.

Read more about GitLab

Users also considered
Essential Studio logo
Category Leaders

UI development suite for .NET, Xamarin, Javascript, Angular

learn more
Syncfusion Essential Studio® is a UI development suite that offers 1,800+ software components and frameworks for developing web, mobile, and desktop applications. Essential Studio® supports ASP.NET, Javascript, Angular, React, jQuery, Xamarin, Flutter, WinForms, WPF, and more.

Read more about Essential Studio

Users also considered
AppSheet logo

Mobile app creation for technical and non-technical users

learn more
AppSheet is the intelligent no-code platform trusted by Clearlink, Enterprise, Pepsi, and more to build powerful mobile apps | Forrester Leader for Dev Platform

Read more about AppSheet

Users also considered
Odoo logo

All-in-one open-source business software

learn more
Odoo Studio offers all the tools you need to create custom applications. With an intuitive and simple interface, developing an app is no longer a problem. With or without developer skills, intuitive modules allow you to add fields and options in any pre-existing development view

Read more about Odoo

Users also considered
MongoDB logo

Database management and application development software

learn more
MongoDB is a flexible, scalable NoSQL database that handles structured, semi-structured, and unstructured data for modern applications.

Read more about MongoDB

Users also considered
MuleSoft Anypoint Platform logo

The complete platform for SOA, SaaS integration & APIs

learn more
MuleSoft Anypoint Platform is a hybrid enterprise integration platform for integration of systems, data, and APIs. It provides tools for integration, APIs, and automation, enabling users to build, deploy, secure, and manage integrations across on-premises and cloud environments. Features include Integration Code Builder, Exchange Connectors, API management, RPA, AI-enabled data extraction, and pre-built solutions, helping enterprises accelerate IT delivery and automate security.

Read more about MuleSoft Anypoint Platform

Users also considered
OutSystems logo

Low code development platform to create apps using AI

learn more
OutSystems is a global leader in high-performance application development. The OutSystems high-performance low-code platform gives organizations the tools to rapidly build, deploy and manage their own business-critical applications.

Read more about OutSystems

Users also considered
TrueContext logo

The field service workflow platform for the connected worker

learn more
TrueContext is the field service workflow platform for today’s connected worker. It enables frontliners with smart, context-aware forms and AI-augmented mobile workflows, unlocking technician mastery and productivity at scale.

Read more about TrueContext

Users also considered
Codenvy logo

On-Demand Developer Workspaces with a built in cloud IDE.

learn more
Codenvy on-demand developer workspaces accelerate application delivery by letting anyone contribute to a development project without installing software.

Read more about Codenvy

Users also considered
Datadog logo

Cloud-Scale Monitoring Platform For Dev, Sec, and Ops teams.

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Monitor your cloud applications’ performance and usage with Datadog’s real-time dashboards, searchable structured event data, and metric alerts.

Read more about Datadog

Users also considered
Heroku logo

Container-based PaaS to build, deliver, monitor & scale apps

learn more
Heroku is a cloud platform as a service (PaaS) designed for developers and teams to build, deliver, monitor, and scale modern apps. Heroku offers integrated tools, services, and workflows to help organizations of all sizes to maximize individual and team productivity, and deliver apps more quickly.

Read more about Heroku

Users also considered
ServiceNow logo

ITSM for automation & management of IT enterprise services

learn more
ServiceNow is an IT service application platform-as-a-service provider that offers a range of ITSM products to automate & manage numerous IT enterprise services. ServiceNow can be used for cloud & virtualization lifecycle management, change orchestration, infrastructure discovery & IT governance.

Read more about ServiceNow

Users also considered
Salesforce Platform logo

Develop enterprise & customer-facing apps

learn more
Salesforce App Cloud is a platform for developing enterprise & customer-facing apps to store data, connect to any system, automate processes, and create reports. App Cloud is a single, unified ecosystem of tools and services including Force, Heroku Enterprise, and Lightning.

Read more about Salesforce Platform

Users also considered
Quickbase logo

Dynamic work management and project platform

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Quickbase is the easiest way to build applications to streamline your team's operations. With custom app-building software, you control everything from the look and feel to the unique functionality. You can even build your own apps from scratch with no need for coding or IT assistance.

Read more about Quickbase

Users also considered
Caspio logo

Build online database applications without coding.

learn more
Caspio is the world’s leading NO-CODE platform for building online database applications without having to write code.

Read more about Caspio

Users also considered
Ninox logo
Category Leaders

Create custom business apps for teams

learn more
Create Apps that match your workflow. The tools we use everyday at work should fit like a tailor-made shirt no itching, no scratching.

Read more about Ninox

Users also considered

Key features for Application Development software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

  • Version Control: Reviewers value version control for tracking changes, facilitating collaboration, and enabling quick rollbacks, ensuring code integrity and project stability. 92% of reviewers rated this feature as important or highly important.
  • Source Control: Reviewers highlight source control for its ability to manage code changes, enable collaboration, and maintain version history, which is crucial for efficient teamwork. 92% of reviewers rated this feature as important or highly important.
  • Access Controls/Permissions: Users focus on access controls for managing user roles and permissions, ensuring security, compliance, and controlled collaboration within development teams. 89% of reviewers rated this feature as important or highly important.
  • Integrated Development Environment: Reviewers appreciate the integrated development environment for combining coding, testing, and deployment tools, enhancing productivity and teamwork. 87% of reviewers rated this feature as important or highly important.
  • Debugging: Users highlight debugging features for their ability to identify and fix issues efficiently, with tools for step-through execution, variable inspection, and breakpoints. 87% of reviewers rated this feature as important or highly important.
  • API: Reviewers value APIs for seamless integration with services and third-party tools, enabling automation, customization, and enhanced functionality in applications. 87% of reviewers rated this feature as important or highly important.