EvolveDev vs. Swarmia Comparison Chart

Jellyfish, a leading Software Engineering Intelligence platform, helps engineering, product, and finance leaders build healthier, higher-performing R&D teams. We surface actionable insights on team health, investment allocation, and delivery, while offering purpose-built solutions to improve developer experience, streamline software capitalization, and measure the impact of AI tools like Copilot, Cursor, and AmazonQ. Over 500 organizations and 11,000 engineering teams—including GoodRX, Varo, Priceline, and PagerDuty—trust Jellyfish to optimize engineering operations so their teams can focus on what matters most. Learn more at jellyfish.co.

Cortex is the Engineering Operations Platform that enables organizations to continuously improve their operational maturity and reduce developer friction. With centralized visibility, clear ownership, automated Scorecards, and golden paths, we help engineering organizations operate as one. Our customers – from startups to Fortune 100 enterprises – create a culture of engineering excellence, reducing incidents by 30% and improving MTTR by 50%, all while making it easier for developers to focus on building. • Within minutes, determine who owns each service with Cortex’s AI service ownership model across thousands of repositories. • Standardize golden paths using Workflows, enabling teams to scaffold new services & provision infrastructure in minutes. • Consistently uphold best practices and standards across your organization with automated Scorecards and targeted Initiatives. • Make informed, impactful actions based on real-time insights.

Project Insight is project and portfolio management software built for growing teams and businesses. It brings all your project work together from across departments and software tools, helping you streamline workflows, automate processes, and make faster, more accurate decisions with real-time data. Manage work dynamically at the project, program, and portfolio levels to keep teams aligned and focused on strategic goals. Roll up details like status, resources, budgets, and risks instantly, so you can stay ahead of challenges and drive results. Connect Project Insight with the tools you already use — including Azure DevOps, Jira, Microsoft Project, Salesforce, and ServiceNow — to reduce manual work, break down silos, and improve collaboration across your organization. Leverage AI to predict future capacity, balance workloads, and suggest the best resources for every project. Use AI-powered search to quickly surface project data and keep work moving forward.

Your data, your insights—no third-party ownership or black-box analytics. Kubit is the leading Customer Journey Analytics platform for enterprises, enabling self-service insights, rapid decisions, and full transparency—without engineering dependencies or vendor lock-in. Unlike traditional tools, Kubit eliminates data silos, letting teams analyze customer behavior directly from Snowflake, BigQuery, or Databricks—no ETL or forced extraction needed. With built-in funnel, path, retention, and cohort analysis, Kubit empowers product teams with fast, exploratory analytics to detect anomalies, surface trends, and drive engagement—without compromise. Enterprises like Paramount, TelevisaUnivision, and Miro trust Kubit for its agility, reliability, and customer-first approach. Learn more at kubit.ai.

Altium Develop is a multidisciplinary product creation platform that breaks down silos and empowers teams to design collaboratively without limits. Built on Altium Designer and Altium 365, it unifies electrical, mechanical, software, sourcing, and manufacturing teams in a shared environment. Every comment, change, and decision is captured in real time, giving collaborators visibility without the need for constant check-ins. The platform enhances project outcomes by aligning requirements, supply chain data, and design context in one ecosystem. Manufacturing engineers and suppliers can provide feedback early, avoiding costly rework and delays. By transforming collaboration into true co-creation, Altium Develop helps organizations innovate faster, smarter, and with greater alignment across disciplines.

Epsilon3 is an AI-powered procedure and resource management tool designed for teams building, testing, and operating advanced products and systems. ✔ Standardize & Optimize Processes Our interoperable procedure execution system replaces inefficient checklists managed with paper, spreadsheets, docs, and outdated planning tools. Automatically track every step to ensure quality, consistency, and traceability. ✔ Fuel Rapid Iteration & Innovation Built-in version control, conditional workflows, and real-time data synchronization keep teams on the same page. Enable continuous improvement and quick, data-driven decisions to stay far ahead of the competition. ✔ Streamline & Scale Operations Securely integrate siloed systems and automate error-prone tasks to boost productivity and prevent delays. Simplify training, reduce costs, and maintain efficiency as your operations expand to meet demand. Trusted by industry leaders like NASA, Firefly Aerospace, and Commonwealth Fusion.

Transform your product data management with OneTimePIM, the central hub for all your product information. Our solution centralizes, enriches, and distributes product data with precision, eliminating information silos across your business. The built-in AI assistant automatically generates product descriptions and compelling captions, saving your team countless hours of manual work. OneTimePIM integrates seamlessly with major e-commerce platforms including Shopify, WooCommerce, and Magento, plus synchronizes with existing ERP systems for complete data flow. Experience intuitive data management with our unique spreadsheet view, advanced media manager, and automated datasheet generation. OneTimePIM includes free implementation, personalized training, and dedicated support with every package. Our client-first approach makes us partners in your success, not just another vendor. Choose OneTimePIM for the perfect balance of powerful features and user-friendly design.

Labra is a powerful platform that revolutionizes the Cloud go-to-market (GTM) process for businesses. It enables zero-engineering marketplace listings, letting companies launch in days—not months. Labra's CRM integration automates co-sell approvals, streamlines channel partner management, and helps scale your success on the Cloud with reduced effort. With AI-powered insights and advanced, real-time analytics, Labra helps teams drive smarter, faster decision-making, giving you a competitive edge. Marketers gain new tools to maximize visibility and impact on cloud marketplaces, while sales teams benefit from reduced manual effort—up to 90%, and a more optimized selling experience. Ultimately, your business gets a new, sustained, scalable revenue channel powered by efficiency, automation, and partnerships.

AnalyticsCreator is a metadata-driven data warehouse automation solution built specifically for teams working within the Microsoft data ecosystem. It helps organizations speed up the delivery of production-ready data products by automating the entire data engineering lifecycle—from ELT pipeline generation and dimensional modeling to historization and semantic model creation for platforms like Microsoft SQL Server, Azure Synapse Analytics, and Microsoft Fabric. By eliminating repetitive manual coding and reducing the need for multiple disconnected tools, AnalyticsCreator helps data teams reduce tool sprawl and enforce consistent modeling standards across projects. The solution includes built-in support for automated documentation, lineage tracking, schema evolution, and CI/CD integration with Azure DevOps and GitHub. Whether you’re working on data marts, data products, or full-scale enterprise data warehouses, AnalyticsCreator allows you to build faster, govern better, and deliver

Replicon Time is a leading cloud-based project time tracking platform that helps mid-market and enterprise organizations manage time, projects, and workforce operations with accuracy and confidence. It provides a single source of truth for all time data — connecting project delivery, billing, payroll, labor compliance, and workforce productivity across global teams. Key Features & Benefits • AI-powered Time Tracking • Project Time & Cost Management • Workforce & Scheduling Management • Leave & Absence Management • Compliance & Governance • Payroll & Billing Integrations • Analytics & AI Insights • Mobile & Global Support Trusted by finance, operations, HR, & compliance leaders across industries like professional services, IT, consulting, engineering, & government contracting, it helps improve profitability, ensure compliance, and make confident, data-driven decisions.