When an engineering team scales, you start losing visibility:
Even though you start losing grip, you need to meet deadlines, deliver value, and continuously boost your team’s productivity. This is when you might want to dive into Git Analytics tools. Some of the more popular and reliable intelligence tools include Waydev, Pluralsight Flow (ex Gitprime), Code Climate Velocity, and Pinpoint. These can help you to regain a clear picture of your team members’ output and ensure your team is working efficiently and achieving goals. It’s easy to grasp the things these tools do, but how will you interpret the data, and what decisions will you make based on it?
To help you choose the decision that is the best fit for your needs, we created a comparative analysis of the most popular Git Analytics tools: Waydev, Pluralsight Flow (ex GitPrime), Code Climate Velocity, and Pinpoint. We also added a ‘Build Your Own’ section. Below, we’ve put together a brief table of contents for this article so you can skip to the part you are interested in.
You have probably gone through tens of registration processes before, so this shouldn’t be too demanding for you. Before getting to all the insights, reports, and key metrics, you will be required to connect at least one Git repository to one of these Git Analytics tools for data analysis. As soon as the data has been imported, you are into action.
Set up your Waydev account by signing into your GitHub, GitLab, Bitbucket, or Azure DevOps account and authorizing Waydev’s access. Choose the repositories you want Waydev to analyze and then click the ‘Load Project’ button.
The integration of GitPrime (currently Pluralsight Flow) is similar to Waydev’s. Select your data provider, authorize access, and check the repos for Pluralsight Flow (ex Gitprime) to analyze.
A benefit of using Pluralsight Flow (ex GitPrime) is the range of control systems with variable workflows. In terms of data sources, you can connect to your GitLab, GitHub, or your Bitbucket to import your repositories. From GitLab, GitHub, or Bitbucket, you can arrange your repositories according to its tag. A contributor can be integrated into teams or concealed from reports.
Waydev provides integrations with GitHub, GitLab, Bitbucket, Azure DevOps, and their on-premise counterparts. The access can be granted through OAuth or Personal Access Tokens. Waydev also allows SSO integrations through Okta and offers an API.
Pluralsight Flow (ex Gitprime) supports mainly similar integrations, besides Azure DevOps. It additionally supports Jira integrations.
Code Climate Velocity does not allow connections to Git data sources like GitLab, Azure DevOps, and their on-prem counterparts. Code Climate Velocity also doesn’t allow on-prem versions of GitHub and Bitbucket on their Essentials and Professional plans. Moreover, Code Climate Velocity offers API access only on the Enterprise plan.
Pinpoint integrates with all the major Git providers, but it will not provide users any concrete data before they connect Jira. Pinpoint is not available on-prem.
Developing your software can take some time. Setting up tools such as Waydev, Pluralsight Flow (ex GitPrime), or Code Climate Velocity can be operational upon the import of your data.
The data span of Waydev, Pluralsight Flow (ex Gitprime), Code Climate Velocity, and Pinpoint is much the same. The difference lies in the insights they focus on. Gaining an equal number of sources in your own build can be met with much complexity. It is important to note that your analytical needs to be transparent and insightful. Incomplete software builds mean a lack of precision in the data that is gathered.
Waydev is designed to import information from popular Git applications like GitHub, GitLab, Bitbucket, and Azure DevOps. Waydev’s focus is evenly distributed across the code-level metrics and the code review process. They discovered a way the code review process can be quantified into actionable key metrics, which can enhance an engineering manager’s visibility over his team collaborative activity. These insights can be used to spot a blocked pull request, incentivize engineers to collaborate more or adjust the workload.
Waydev’s code-level metrics are directly related to engineering productivity, while the code review process is quantified in collaborative metrics. Some examples of the metrics are:
Pluralsight Flow (ex Gitprime) started by importing the data from Git, processing code-level data only, unlike the collaborative work-related data used by Waydev. This practice enabled integration with multiple tools, such as GitHub, GitLab, and Bitbucket, but the code review workflow insights were narrow. They released a collaborative work package that is not entirely integrated into the reports.
Pluralsight Flow (ex Gitprime) offers its particular collection of metrics, such as:
While Waydev, Pluralsight Flow, and Code Climate Velocity, focus on code-level and collaborative work metrics, Pinpoint’s metrics are oriented towards Project Management, making it a good fit for product teams. Pinpoint does, however, offer a few code-level and collaborative work metrics. Several Pinpoint metrics are:
Your build will be limited in terms of accessing patented metric systems that you can utilize with Pluralsight Flow (ex GitPrime), Code Climate Velocity, Pinpoint, or Waydev.
Each of Waydev, Pluralsight Flow (ex Gitprime), Pinpoint, and Code Climate Velocity offer a comprehensive view over project and engineer stats via dashboards that track performance evolution over the timeframe of choice.
This is what Git Analytics does. It searches through hundreds of repositories to provide you with valuable insights, insights that would have taken hours to collect, input, process, analyze, and create a report from.
Waydev has multiple performance benchmarking tools:
Pluralsight Flow’s performance benchmarking tools include:
Code Climate Velocity performance benchmarking tools include:
Pinpoint’s performance benchmarking tools include:
When you incorporate a reliable analytical tool, the metrics are based on research and analyses. Should you wish to create your system, selecting the specific metrics for accurate insights can be challenging to determine.
Waydev draws attention to both engineer-related and work-related issues, while Pluralsight Flow (ex Gitprime) and Code Climate Velocity focus mostly on engineer-related problems, such as a problematic or stuck engineer. Pinpoint is oriented towards Project Management issues. A look at Waydev, Code Climate Velocity, Pinpoint, and Pluralsight Flow (ex GitPrime) reveals their differences in the detection of outliers and improper working patterns.
Engineering teams are continuously expected to deliver value to the business, but a bottleneck could ruin an entire team’s momentum during a sprint. When the teams start scaling, you begin losing visibility regarding issues. To help you overcome this issue, Waydev, Code Climate Velocity, Pinpoint, and Pluralsight Flow (ex Gitprime) came up with a new approach for the process of spotting unhealthy work patterns and outliers.
Waydev offers a wide array of features that help you gain a better view of potential issues:
Pluralsight Flow’s Starter plan links issues to contributors, allowing the management to see who is responsible for something that might have gone wrong. The collaborative work reports show insights for problematic pull requests, but they are not available in the Starter plan.
To find inefficiencies, bottlenecks, or other potential issues, you need to look at:
Code Climate Velocity’s solutions to locate problems include:
Pinpoint’s way of locating problems does not include a visual way of spotting unhealthy patterns or outliers that may indicate an issue. Instead, Pinpoint provides metrics as:
In your engineering software, you can determine what your engineers are focused on very standard alerts. Incorporating the command line by Slack, you can obtain insights into a specific PR. Using Slack, you can also get a summary of team performance in GitHub. It may not provide the highest accuracy but an overview of the production.
Waydev is the clear winner regarding customization options, offering Targets, custom settings, custom reports, and role access personalization, while Pluralsight Flow (ex Gitprime) and Code Climate Velocity offer a brief Targets tab and an API which enables users to build out their own reports. Pinpoint provides planning features, helping users to track their team’s progress throughout the sprint.
Waydev offers an API system in which customers, who have the resources, can create reports. Waydev also provides a Targets feature, which you can use to translate uncovered opportunities to action by setting measurable targets within the application. Visualize and track progress to hit all your goals. The Targets feature enables users to set custom targets for their developers, teams, and organizations. You can check in on your goals and see how much progress has been made. Set event-triggered alerts and get updated when your team experiences churn spikes or efficiency drops. The alerts are enabled by the integration of Slack into Waydev.
You can customize your Waydev reports using the Settings feature. The customization options include custom ignored file extensions, custom ignored commits, and ignored commits based on the number of LoC. Waydev can display your stats according to the timezone you selected in the Stats Timezone section.
Waydev provides tailored reports through the Developer Performance, Team Performance, and Repositories Stats features. Users can create custom reports based on all Waydev metrics at multiple levels of granularity.
Waydev also offers filtering by teams, repositories, and the selected period, which can go back up to 18 months. You can opt in to receive weekly and monthly reports which contain insights and guidelines about your team’s Impact, work focus, and many others. These reports can be viewed and downloaded through the Reports History tab.
Waydev provides Role Management and Stats Management features, which you can use to provide your users with custom access to custom features. For example, you can create a new role called ‘C-Level Executive’ and grant him access only to the Dashboard.
The Stats Management feature enables you to grant custom permissions for users to view the Dashboard, to receive email reports, and to view repository activity by checking/ unchecking the boxes corresponding to the team/ repository.
Pluralsight Flow (ex Gitprime) doesn’t have a customizable platform, but they have an API integrated into the Enterprise plan for customers that have the resources to create their reports. You can produce customized reports based on the review of coding, pull requests, and commit data. Customization includes the activation of metric specific analyses. You can also set specific goals to motivate your team on a weekly or monthly basis based on their average performances.
Code Climate Velocity provides several customization options, such as setting targets, customize the Health Checker, and set bilaterally agreed-upon benchmarks.
Pinpoint customization options include planning, which provides insights into the sprint progress. Users can visualize and measure the health of sprints, from the planning phase through delivery, and track a cost versus performance ratio.
Your build offers full customization. From the choice of metrics to analyze to rendering visual data, custom functions can help you reach your targets. This is the best option for the flexible analysis of a specific metric.
The pricing plans of Waydev, Code Climate Velocity, Pinpoint, and Pluralsight Flow (ex Gitprime) differ significantly. Pluralsight Flow (ex Gitprime) and Code Climate Velocity restrict many of their features in their Standard plan, while Waydev offers more features for less than Pluralsight Flow’s Standard plan and Code Climate’s Essentials plan. Pinpoint’s approach to pricing is to provide a limited functionality free plan, a Business plan, and an Enterprise plan.
Waydev has two pricing tiers:
Waydev wants to provide its customers with excellent quality at fair pricing, so if you wish to receive a custom offer, aligned with your organizational structure, make sure to contact them, as they are flexible regarding users who require a high number of licenses.
Pluralsight Flow (ex Gitprime) also offers two pricing plans:
Code Climate Velocity offers two pricing plans:
Pinpoint has three plans:
Waydev created a balance between code-level analytics and code review metrics, aiming to provide engineering leaders with a complete view of their team’s activity. Waydev is also more flexible regarding:
Pluralsight Flow (ex Gitprime) offers an individual performance view of the team, which is oriented towards hands-on engineering managers. Code Climate Velocity focuses rather on code collaboration stats, and Pinpoint focuses on Project Management metrics.
The GitPrime team, rebranded as Pluralsight Flow after the acquisition, was co-founded by Travis Kimmel and Ben Thompson in Colorado, with the goal of providing engineering executives with analytics to improve the performance and efficiency of software development processes. As of today, GitPrime’s developer productivity capabilities are currently merged under Pluralsight, an enterprise technology skills platform.
To determine value, it requires a look at the cost. Code Climate Velocity, Pinpoint, and Pluralsight Flow (ex GitPrime) are well-recognized, but limit functionality across lower-tier software. Waydev provides a multitude of functionalities and is considered more affordable. Management can benefit from Waydev’s flexibility across all levels. For the best value, determine which platform offers the best features for your professional and product requirements.
When selecting an analytical tool for your team requirements, look at Gitprime competitors, Code Climate Velocity competitors, Pinpoint competitors, and determine the metrics, the value, and the functionality. Consider dynamic and innovative analytical software such as Waydev to incorporate into your analytical processes.
Both products offer a trial. You can sign up for Waydev’s here.
Myles Henaghan, CTO @Accordo Group Ltd.: Now that we can measure, we can manage.
The app immediately cuts to the chase and gives you a snapshot of how the team is performing.
We are very happy with Waydev and the team behind it. For years, I have struggled to find an unbiased, low friction way to keep a pulse on developer productivity.
Waydev closes off a big piece of this puzzle. Used in conjunction with other information, we have a 360-degree view and understanding of how the team is performing, as well as a benchmark for good > great.”
Jorge del Rio, CTO @Wiggot: “Very good to evaluate your team’s performance. The feature to calculate the performance of the team versus previous sprints are awesome. Also, you can easily identify if the role of your engineers is according to the job done.
I was trying to understand how my team was performing during the development of new products so I can improve my estimates. Usually refactoring and bug fixing of previous features slow down new ones. With Waydev I was able to identify why the new development was delayed and how much time my engineers spent on the rework of old code.”
David Camargo, VP of Engineering @Instaleap: “Good tool to understand your team dynamics. Waydev has proved to be a very useful tool for me to understand how my team is performing. I use it as part of the feedback on 1-1 meetings, and it helps me to provide feedback valuable to developers and ask questions about certain trends shown on their code. It’s really easy to use and I practically don’t need to do anything to use it.”
Waydev and Pluralsight Flow, ex Gitprime are two of the best Git Analytics tools in the market. While Pluralsight Flow, ex Gitprime carries a renowned reputation in the software development field, it is not the best Git Analytics tool. Waydev integrates with all the major git providers and provides three layers of data: code-level insights, code review metrics, and a data-driven approach to engineering project management.
When choosing Pluralsight Flow, ex Gitprime there are things you should keep in mind. Despite its wide range of features and tools it offers, it’s not the best choice for enterprise-level companies because it lacks important features such as role-based access control, integrations with Microsoft Azure DevOps, and a dedicated success manager. Waydev provides a highly customizable role-based access control, it integrates with Microsoft Azure DevOps and provides its customers with a dedicated success manager.