--- title: DX Reviews meta\_title: 'DX Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 342 reviews by the users' company size, role or industry to find out how DX works for a business like yours. aggregate\_rating: rating\_value: 4.6 review\_count: 342 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Development url: https://www.g2.com/categories/development --- ### DX Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users value the **actionable insights** from DX, enabling informed decision-making and driving meaningful change across their organization. [(116 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165525&qs=pros-and-cons#reviews) Users value the **rich metrics analysis** provided by DX, enhancing their visibility and understanding of development processes. [(87 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165591&qs=pros-and-cons#reviews) Users appreciate the **strong team collaboration** facilitated by DX, enhancing feedback, autonomy, and improvement across engineering teams. [(72 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1164544&qs=pros-and-cons#reviews) Users rave about the **flexibility and excellent integration** of DX, enhancing their feedback processes and developer experiences. [(71 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1164794&qs=pros-and-cons#reviews) Users value the **productivity improvements** from DX, benefiting from its insights and exceptional support throughout implementation. [(71 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165554&qs=pros-and-cons#reviews) Users find **metrics issues** in DX lead to misunderstandings, outdated data, and a lack of context for effective use. [(32 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165087&qs=pros-and-cons#reviews) Users find the **limited features** of DX can lead to a need for extra interpretation and customization challenges. [(27 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1164565&qs=pros-and-cons#reviews) Users express concerns about **integration issues** , noting a lack of cohesiveness and incomplete features affecting overall experience. [(21 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165444&qs=pros-and-cons#reviews) Users feel that **team management with DX is complex** , requiring significant effort and guidance for effective implementation. [(21 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165265&qs=pros-and-cons#reviews) Users experience a **complex configuration** process, requiring careful setup and understanding for successful integration with existing tools. [(16 mentions)](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1164584&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of DX ##### 1. Insights Users value the **actionable insights** from DX, enabling informed decision-making and driving meaningful change across their organization. [ See 116 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165525&qs=pros-and-cons#reviews) See Related User Reviews ![Greg S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Greg S.") GS Greg S. Mid-Market (51-1000 emp.) 5.0/5 "Best in Class - Comprehensive Qual + Quant Data Framework for Developer Experience for AI Adoption" What do you like about DX? The DX user interface is extremely easy to use, and it provides highly valuable data insights across the entire system development life cycle. The cus ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Great GitHub Integration and Valuable Pull Request Insights" What do you like about DX? Github integration, and the insight in PRs ##### 2. Metrics Analysis Users value the **rich metrics analysis** provided by DX, enhancing their visibility and understanding of development processes. [ See 87 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165591&qs=pros-and-cons#reviews) See Related User Reviews ![Missy R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Missy R.") MR Missy R. Small-Business (50 or fewer emp.) 4.5/5 "Very collaborative experience using DX" What do you like about DX? DX has an intuitive, easy-to-use interface that makes it genuinely user-friendly. I also really appreciate that they surface the queries used to popul MV Martin V. Enterprise (\> 1000 emp.) 4.5/5 "Data-Driven Developer Experience Insights That Help Us Prioritise What Matters" What do you like about DX? One of the best things about DX is that it replaces assumptions with a clear, data-driven understanding of developer experience. Instead of relying on ##### 3. Team Collaboration Users appreciate the **strong team collaboration** facilitated by DX, enhancing feedback, autonomy, and improvement across engineering teams. [ See 72 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1164544&qs=pros-and-cons#reviews) See Related User Reviews ![Missy R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Missy R.") MR Missy R. Small-Business (50 or fewer emp.) 4.5/5 "Very collaborative experience using DX" What do you like about DX? DX has an intuitive, easy-to-use interface that makes it genuinely user-friendly. I also really appreciate that they surface the queries used to popul MV Martin V. Enterprise (\> 1000 emp.) 4.5/5 "Data-Driven Developer Experience Insights That Help Us Prioritise What Matters" What do you like about DX? One of the best things about DX is that it replaces assumptions with a clear, data-driven understanding of developer experience. Instead of relying on ##### 4. Features Users rave about the **flexibility and excellent integration** of DX, enhancing their feedback processes and developer experiences. [ See 71 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1164794&qs=pros-and-cons#reviews) See Related User Reviews ![Missy R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Missy R.") MR Missy R. Small-Business (50 or fewer emp.) 4.5/5 "Very collaborative experience using DX" What do you like about DX? DX has an intuitive, easy-to-use interface that makes it genuinely user-friendly. I also really appreciate that they surface the queries used to popul ![Sujith C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sujith C.") SC Sujith C. Mid-Market (51-1000 emp.) 5.0/5 "DX Turns Developer Insights into Data-Driven Improvements at Scale" What do you like about DX? As a platform leader overseeing 10+ products and delivery teams, DX is a critical lever for identifying bottlenecks, friction points, and opportunitie ##### 5. Productivity Improvement Users value the **productivity improvements** from DX, benefiting from its insights and exceptional support throughout implementation. [ See 71 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165554&qs=pros-and-cons#reviews) See Related User Reviews ![Sujith C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sujith C.") SC Sujith C. Mid-Market (51-1000 emp.) 5.0/5 "DX Turns Developer Insights into Data-Driven Improvements at Scale" What do you like about DX? As a platform leader overseeing 10+ products and delivery teams, DX is a critical lever for identifying bottlenecks, friction points, and opportunitie ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Built with Empathy for Engineers—A Shared Language for Better Flow" What do you like about DX? What really stands out to me is that it’s built with empathy for engineers. It doesn’t try to micromanage individuals; it helps teams spot friction, i ### 5 Cons or Disadvantages of DX ##### 1. Metrics Issues Users find **metrics issues** in DX lead to misunderstandings, outdated data, and a lack of context for effective use. [ See 32 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165087&qs=pros-and-cons#reviews) See Related User Reviews ![Sujith C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sujith C.") SC Sujith C. Mid-Market (51-1000 emp.) 5.0/5 "DX Turns Developer Insights into Data-Driven Improvements at Scale" What do you dislike about DX? We’ve integrated with Outlook Calendar to get clearer visibility into how teams balance meeting time versus deep work. Right now, the metrics roll up ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Built with Empathy for Engineers—A Shared Language for Better Flow" What do you dislike about DX? If I’m being honest, the biggest thing to dislike about tools like DX is that they can be misunderstood or misused when the intent isn’t clearly commu ##### 2. Limited Features Users find the **limited features** of DX can lead to a need for extra interpretation and customization challenges. [ See 27 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1164565&qs=pros-and-cons#reviews) See Related User Reviews ND Nikolai Emil D. Mid-Market (51-1000 emp.) 4.0/5 "Snapshots, Triaging & PlatformX: Essential Insights for Better Prioritization" What do you dislike about DX? DX has a lot of features, and getting the full benefit from them requires a significant investment of time and resources. The features themselves are ![Michael M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Michael M.") MM Michael M. Mid-Market (51-1000 emp.) 5.0/5 "Engineering Intelligence, backed by an excellent Support Team" What do you dislike about DX? For us, the main limitation is the subscription structure, which can feel a bit restrictive. For example, we’d like to use the Sentry connector, but t ##### 3. Integration Issues Users express concerns about **integration issues** , noting a lack of cohesiveness and incomplete features affecting overall experience. [ See 21 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165444&qs=pros-and-cons#reviews) See Related User Reviews ![Johan F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Johan F.") JF Johan F. Mid-Market (51-1000 emp.) 4.5/5 "Easy Developer Feedback Collection with Actionable Insights—No Data Science Needed" What do you dislike about DX? Some of the integrations still require manual setup and configuration. ![Jonas Alslev R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jonas Alslev R.") JR Jonas Alslev R. Mid-Market (51-1000 emp.) 4.0/5 "Best-in-Class Tool for Measuring Developer Experience" What do you dislike about DX? There are some of the connestions that still are hard to setup, an example of this is how we integrate it into our ARGO cd with argo notifications. ##### 4. Team Management Users feel that **team management with DX is complex** , requiring significant effort and guidance for effective implementation. [ See 21 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1165265&qs=pros-and-cons#reviews) See Related User Reviews MV Martin V. Enterprise (\> 1000 emp.) 4.5/5 "Data-Driven Developer Experience Insights That Help Us Prioritise What Matters" What do you dislike about DX? The main drawback is that DX still requires a certain level of maturity in how teams adopt, interpret, and act on the data. Without that maturity, ins ND Nikolai Emil D. Mid-Market (51-1000 emp.) 4.0/5 "Snapshots, Triaging & PlatformX: Essential Insights for Better Prioritization" What do you dislike about DX? DX has a lot of features, and getting the full benefit from them requires a significant investment of time and resources. The features themselves are ##### 5. Complex Configuration Users experience a **complex configuration** process, requiring careful setup and understanding for successful integration with existing tools. [ See 16 mentions ](https://www.g2.com/products/dx-platform/reviews?filters%5Bsentiment_snippet%5D=1164584&qs=pros-and-cons#reviews) See Related User Reviews ![Johan F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Johan F.") JF Johan F. Mid-Market (51-1000 emp.) 4.5/5 "Easy Developer Feedback Collection with Actionable Insights—No Data Science Needed" What do you dislike about DX? Some of the integrations still require manual setup and configuration. ![Jonas Alslev R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jonas Alslev R.") JR Jonas Alslev R. Mid-Market (51-1000 emp.) 4.0/5 "Best-in-Class Tool for Measuring Developer Experience" What do you dislike about DX? There are some of the connestions that still are hard to setup, an example of this is how we integrate it into our ARGO cd with argo notifications. ![Daniel F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Daniel F.") DF Daniel F. Senior Director of Engineering Mid-Market (51-1000 emp.) 10/7/2025 "Transformative insights and tooling for modern engineering teams" 4.5/5 What do you like best about DX? DX has been incredibly easy to use and integrate into our existing workflows. Their support team is consistently responsive and proactive, and the pace at which they ship meaningful improvements is impressive. Beyond the product itself, what really sets DX apart is their thought leadership in developer experience and productivity. The content, research, and frameworks they share have been hugely valuable in shaping how we approach developer experience at Paddle, and in my own understanding of what good looks like in this space. Review collected by and hosted on G2.com. What do you dislike about DX? There’s not much to dislike. The only limitation we’ve hit is that the Linear integration isn’t yet as full-featured as the JIRA one, but I know it’s something they’re actively improving. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? DX gives us clear visibility into how efficiently our engineering department is operating — where work is flowing smoothly, and where bottlenecks or friction points exist. It helps us move beyond anecdotal feedback and gut feel by providing data-driven insights into developer productivity and experience. It’s also made it far easier to communicate how engineering is performing to our executive team, using concrete metrics rather than just vibes. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Enterprise (\> 1000 emp.) 6/16/2026 "Insightful AI Adoption Reports, But Metrics Can Feel Overwhelming" 3/5 What do you like best about DX? There are many metrics and I especially liked the AI adoption reports. The Claude Code adoption report was the only way I could get a sense of how much the members of my team are using Agentic AI. Review collected by and hosted on G2.com. What do you dislike about DX? Same as the pro: it's a lot. Some metrics are not important for me. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? I am more informed about my team's health and overall engagement. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Human Resources](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Human Resources") AH Verified User in Human Resources Enterprise (\> 1000 emp.) 12/19/2025 "Rich developer feedback at scale" 5/5 What do you like best about DX? DX provides a single, trusted view of developer experience by combining rich, quarterly survey feedback with signals from our delivery tools. We don’t just see what’s happening, we understand why. With team-level visibility and benchmarks, the platform enables easy triage of issues, prioritization of investments, and tracking of progress without resorting to individual surveillance. The wealth of survey data (structured drivers plus free-text insights) consistently reveals the real friction in our day-to-day (think CI reliability, code review flow, and time for deep work) and converts that into an actionable roadmap. Review collected by and hosted on G2.com. What do you dislike about DX? One of the challenges we've had is integrating our systems-level data into the platform. This is largely due to our years of bespoke internal implementations and the challenge of retrofitting them into something that DX can use. However, it does mean that we have yet to start using the entirety of the platform to its full potential. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? DX provides us with a unified, trusted view by combining system telemetry (cycle time, deployments, code review flow) with quarterly survey signals, allowing us to see both what’s happening and why it’s happening. By giving us team-level insights with industry benchmarks, our managers and ICs are now triaging friction in their teams, prioritizing investments, and tracking progress responsibly. This has allowed us to focus at a company level on higher-order concerns that are impacting multiple teams, and giving us the visibility into these problems that we've historically not been able to see across a large organization. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Apparel & Fashion](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Apparel & Fashion") UA Verified User in Apparel & Fashion Enterprise (\> 1000 emp.) 6/19/2026 "Useful Team-Level Insights That Reveal What’s Really Going On" 4/5 What do you like best about DX? Useful insights on what is really going on at team level and beyond. Review collected by and hosted on G2.com. What do you dislike about DX? I like all the reports but its a bit difficult to consume and find the right one you are looking for. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? Visualizing the right metrics (e.g. DORA) which I can tie in with my flow metrics reporting which gives a very good view for upper management. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Enterprise (\> 1000 emp.) 6/12/2026 "Helpful Jira Sprint Metrics That Keep Our Team Focused on Velocity" 4/5 What do you like best about DX? It’s really helpful for showing different metrics for our sprint board in Jira. It also makes it easier for the team to check which factors we need to focus on more to achieve our velocity. Review collected by and hosted on G2.com. What do you dislike about DX? I don’t have any dislike with DX right now. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? Getting insights in what the team is currently doing better and also what areas we need to improve. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Alexandros A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alexandros A.") AA Alexandros A. Head of Technology, Casino Enterprise (\> 1000 emp.) 5/14/2026 "Great Infographics and Multiple Services in One Platform" 4/5 What do you like best about DX? infographics and merge of different services in 1 platform Review collected by and hosted on G2.com. What do you dislike about DX? support and AI are the 2 areas you can improve Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? performance monioring, and multiple integrations in 1 platform. it helps with efficiency and quick healthcheck view of the teams. Review collected by and hosted on G2.com. Show More Response from Taylor Bruneaux of DX [Editedit](https://www.g2.com/survey_responses/dx-review-12817215/official_response/edit) Appreciate you sharing this, Alexandros. Having performance monitoring and integrations consolidated in one place is core to what we're going for, so glad that's landing for your team. Noted on support and AI. Both are areas we care about getting right. I'll have our team reach out to your champion to learn more about your thoughts here. Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") AI Verified User in Information Technology and Services Mid-Market (51-1000 emp.) 12/9/2025 "Unified Insights and Outstanding Support Elevate Developer Experience" 5/5 What do you like best about DX? DX serves as our primary platform for gathering data about developer experience and productivity. DX has provided us with a single access point and a unified view for data from different platforms. The ease of filtering and slicing by teams and attributes has helped us better understand the performance of different teams. The snapshot feature has enabled us to drive multiple efficiency initiatives and produce measurable impact on developer experience and velocity. Another key feature is the ability to compare our metrics to similar organizations, which has helped us better understand areas that require improvement and simplified our reporting. These initiatives have been supported by the continuous assistance from the excellent DX Team throughout implementation and beyond. The team is always ready to answer our questions and has helped us align multiple reports to fit our needs. Review collected by and hosted on G2.com. What do you dislike about DX? The default defect ratio reporting uses a different methodology than our internal innovation and defect tracking processes. While the current approach works for us, we're looking forward to an upcoming feature that will allow us to customize reporting to better align with our specific tracking methods. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? DX solved our developer experience measurement and tracking problem. It allows us to make informed decisions and drive efficiency projects based on data. We can clearly track which initiatives are working and which aren't, enabling us to iterate quickly. This capability has been particularly critical for measuring the impact of our various GenAI for Engineering initiatives. DX integrated seamlessly with our toolchain and provided the metrics we needed to accurately capture ROI on these investments. Another key benefit has been gathering accurate feedback from engineering teams specifically about the development process. In the past, company-wide surveys were a constant struggle to capture this information effectively. The targeted comments from engineering teams have already helped us reshape various internal processes and prioritize improvements that matter most to developers. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Eric Q.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Eric Q.") EQ Eric Q. Enterprise (\> 1000 emp.) 4/14/2026 "Effortless Survey Creation, Minor Slack Integration Hiccups" 3.5/5 What do you like best about DX? I like that I can see and create surveys very easily with DX. It's very quick to add additional questions, and it's easy for me to add survey respondents I want to send the survey out to, which saves me time. Review collected by and hosted on G2.com. What do you dislike about DX? Instead of using my own Slack account to send out surveys, I'd rather have a bot that sends out the surveys because it takes over my entire Slack DM box. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? DX allows me to capture survey responses easily, helping us understand customer pain points and successes effectively. Review collected by and hosted on G2.com. Show More Response from Taylor Bruneaux of DX [Editedit](https://www.g2.com/survey_responses/dx-review-12628863/official_response/edit) Hi Eric—we really appreciate the feedback! It’s great to hear that creating and targeting surveys has been such a time-saver for you. We also hear you on the Slack DM experience—we actually have a few different ways to configure how surveys are sent, so I’ve surfaced this to your account and program management teams. They’ll be reaching out to help you find the best setup for your workflow. Thanks for helping us improve! Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Phil F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Phil F.") PF Phil F. VP Product & Engineering Computer Software Mid-Market (51-1000 emp.) 9/24/2025 "Good tool and insights around developer productivity" 4.5/5 What do you like best about DX? DX snapshots (surveys) and benchmarking data, even during the free trial, gave us (Eng leadership) valuable information about how our team was doing and what to focus on. We also really like the insight into GitHub activity at the team and individual and aggregate level, helping us keep an eye on what bottlenecks we may have from engineer performance (useful for eng directors and managers) to engineering productivity (how we can elevate entire department productivity). We also like the transparency and flexibility with the SQL-backed data studio. I like how they have tried to design this as a transparent tool at all levels from ICs to managers to upper eng leadership. Review collected by and hosted on G2.com. What do you dislike about DX? Compared to some competitors I checked out, the integration & onboarding of DX was less streamlined and more time consuming. For example getting all the teams/users data into the system and authorizing everything on GitHub was a too-many-step process vs. nearly 1-click like some others. I think they should improve this, but if you can get past the set up it's a powerful platform. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? DX snapshots (surveys) and benchmarking data, even during the free trial, gave us (Eng leadership) valuable information about how our team was doing and what to focus on. We also really like the insight into GitHub activity at the team and individual and aggregate level, helping us keep an eye on what bottlenecks we may have from engineer performance (useful for eng directors and managers) to engineering productivity (how we can elevate entire department productivity). We also like the transparency and flexibility with the SQL-backed data studio. I like how they have tried to design this as a transparent tool at all levels from ICs to managers to upper eng leadership. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Fernando B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Fernando B.") FB Fernando B. Director of Engineering Mid-Market (51-1000 emp.) 9/22/2025 "DX is the best balance of signal, actionability, and cultural fit I’ve used." 5/5 What do you like best about DX? We’ve been using DX for two quarters now. I’ve used different platforms in the past. DX’s “Core 4” framework provided a consistent way for leadership, EMs, and developers to discuss velocity, quality, and flow. The built-in benchmarks were an eye-opener, especially around code-review turnaround. Showing what “good” looks like and where we could realistically get to has been fantastic. DX helps us use the quarterly/periodic surveys and organizational snapshots to spot the big trends, then track improvement metrics (like time-to-first MR review) weekly to move the needle. That split (diagnostic vs. improvement) has already made change management much easier. Another example/feature that DX provides is the Work Log report, which clarified why collaboration spiked at the end of sprints across all our 10+ teams, and the Interactions view helped us pair people more effectively and remove review bottlenecks. Simple nudges (e.g., Slack pings for MR review thresholds) came straight from DX insights. Review collected by and hosted on G2.com. What do you dislike about DX? The benchmarks are helpful, though I’d love even finer segmentation (e.g., by company stage, team size, domain, or language/runtime) to make comparisons feel more tailored. Noting that this would happen with any other platform, but the first month of having DX benefits from a short “metrics 101” to align on definitions (diagnostic vs. improvement, how to read benchmarks, etc). That’s even before you have your first snapshot. DX provides the data, but you’ll still want a light internal primer so teams interpret it the same way. Review collected by and hosted on G2.com. What problems is DX solving and how is that benefiting you? I suppose the most important thing DX solves for us is: ut replaces gut-feel with a shared, objective view of engineering health across leadership, managers, and developers. It has already helped us surface hidden bottlenecks, separate diagnostic snapshots from improvement metrics we can act on weekly, and give EMs and developers the tools to self-triage and set team-owned goals. We’ve used it to accelerate reviews, smooth end-of-sprint crunch, and validate changes like review assignments and Slack nudges. At the leadership level, DX connects outcomes to investments (GitLab, Copilot/GenAI) and aligns everyone on DORA/SPACE/DevEx benchmarks. So we ship faster, maintain quality, and avoid burnout while putting dollars where they truly move the needle. Review collected by and hosted on G2.com. 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