--- title: Prophecy Reviews meta\_title: 'Prophecy Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 31 reviews by the users' company size, role or industry to find out how Prophecy works for a business like yours. aggregate\_rating: rating\_value: 4.6 review\_count: 31 scale: '5' date\_modified: '2026-08-17' parent\_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Prophecy Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Prophecy but has limited features. Are you part of the Prophecy team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Prophecy is the agentic data prep and analysis platform that introduces a new data lifecycle—generate, refine, deploy—where AI agents and data teams collaborate through visual, code, and document interfaces to accelerate work and deliver trusted pipelines to production. Leading enterprises rely on Prophecy to power their most demanding data workloads. - Generate a first draft in minutes: Prophecy’s AI agents, built on specialized Claude Code, are experts at generating workflows for your data, accelerating tasks like data transformation and automating others like documentation. - Refine with ease and speed: Our visual analytics workflows (or code, document formats) enable users to quickly understand the AI generated output, and to refine them to 100% complete. Deploy robustly: We provide robust deployment to production built on software best practices. The deployed workflows run at scale, with governance, on your cloud data platform. What are the key features of Prophecy? - Market Leading Data Agents: Specialized Claude Code based AI agents that understand your data and apply data specific skills to generate the best results. - Visual Inspect & Refine: AI generates results as visual data workflows, so business users can quickly inspect the logic, refine it to match their intent, and validate the final output. - Integrated Data Execution: You schedule and monitor workflows. Each reads/writes data using built-in high-performance connectors, and run transforms in Prophecy or your SQL or Spark platforms. - Complete Data Lifecycle: The visual workflows can be deployed to production as high-performance code that runs at scale with governance on Databricks, Snowflake or BigQuery that can be shared. Prophecy finds application across industries such as finance, healthcare, and retail, where data-driven decisions are crucial. Analysts become more productive, and business users now self-serve. Learn more at https://www.prophecy.ai/ * * * Seller [Prophecy](https://www.g2.com/sellers/prophecy) Discussions [Prophecy Community](https://www.g2.com/products/prophecy-prophecy/discuss) Languages Supported English Solution Type All-in-One (All-in-One products consolidate features across multiple business functions into a single unified platform, serving a broad range of workflows within one tool.) Overview by Megan Bowers Show More ## Pricing Pricing provided by Prophecy. ### Starter Free 1 Seat Per Month ### Professional $150.00 1 Seat Per Month [ View More Pricing Information ](https://www.g2.com/products/prophecy-prophecy/pricing) ## Top-Rated Alternatives [ ![dbt](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "dbt") dbt 4.7/5(209) ](https://www.g2.com/products/dbt/reviews) [ ![Alteryx](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alteryx") Alteryx 4.6/5(895) ](https://www.g2.com/products/alteryx/reviews) [ ![Fivetran](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Fivetran") Fivetran 4.3/5(829) ](https://www.g2.com/products/fivetran/reviews) [ View All Alternatives ](https://www.g2.com/products/prophecy-prophecy/competitors/alternatives) ## User Insights Average based on 31 real user reviews. Typical contract price $0k - $0k [Sign in to view](/login) Per Month [Log in to unlock pricing and user insights](/login) ## Prophecy Integrations (2) What do users say about integrations? Integration information sourced from real user reviews. ![Paridhi M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Paridhi M.") PM Paridhi M. Data engineer Information Technology and Services Mid-Market (51-1000 emp.) 5/19/2026 "Modern Code-First Spark Pipelines with a Clean Visual Interface" 4/5 What do you like best about Prophecy? What I like best about Prophecy is its code-first approach combined with a clean visual interface for building Spark and data engineering pipelines. It gives engineering teams more flexibility and control while still improving productivity and collaboration. Compared to heavier platforms, it feels faster, more modern, and better suited for hardcore technical teams working directly with cloud data stacks. Review collected by and hosted on G2.com. What do you dislike about Prophecy? One thing I dislike about Prophecy is that some advanced features and integrations still feel less mature compared to larger enterprise platforms. Debugging complex pipeline issues can sometimes be less intuitive, especially in hybrid visual/code workflows. It also has a learning curve for teams that are new to Spark or modern cloud-native data engineering practices. Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? Prophecy solves the problem of slow, manual, and hard-to-maintain data pipeline development by combining visual design with code-first engineering. It benefits me by speeding up Spark pipeline development, improving collaboration, and generating cleaner, production-ready code. The platform also helps reduce repetitive engineering work while still giving technical teams flexibility and control over their data workflows. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise. G2 IconCurrent User (The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.)Validated Reviewer (Validated through LinkedIn)Source: G2 invite (Invitation from G2. This reviewer was not provided any incentive by G2 for completing this review.) (Copy Review URL) RK Robert K. Dispatcher / Software Specialist Mid-Market (51-1000 emp.) 4/8/2025 "Get's the job done the Old School Way" 3/5 What do you like best about Prophecy? Prophesy helps us manage our fleet of 40 trucks. We use it to dispatch and route plan. Review collected by and hosted on G2.com. What do you dislike about Prophecy? Although very useful and essential, Prophecy appears to be outdated and a lot of the advanced features are difficult to figure out and often require us to reach out to support. Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? Prophecy helps us manage our loads from the time we receive them to the time that we deliver them. We use it to help plan trucks, and we use it to collect data to bill customers. Review collected by and hosted on G2.com. Show More Current User (The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.)Validated Reviewer (Validated through a business email account)Incentivized (This reviewer was offered a nominal gift card as thank you for completing this review.)Source: G2 invite (Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.) (Copy Review URL) ![Robert K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Robert K.") RK Robert K. Corporate DOT Compliance and Safety Manager Mid-Market (51-1000 emp.) 4/29/2025 "Prophecy and Samsara Together" 4/5 What do you like best about Prophecy? The load completion board is easy to understand from a visual glance Review collected by and hosted on G2.com. What do you dislike about Prophecy? It can be encumbering to find a process because of the different windows that are needed instead of being a more direct pathway Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? It is helping our team optimize route creation times which allows synergy's to be created within other areas of opportunity Review collected by and hosted on G2.com. Show More Validated Reviewer (Validated through a business email account)Source: Organic (Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.) (Copy Review URL) ![Gaurav M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gaurav M.") GM Gaurav M. Data Engineer Mid-Market (51-1000 emp.) 5/14/2024 "Prohecy - The best no code etl product" 4.5/5 What do you like best about Prophecy? I really like the niche and elegant ui of prohecy, via prohecy we can connect the dots between various soruces and destination, it provides a various number of transformation like join,split, api enrichment etc.. Apart from this,I really like the logging feature as well. It's column lineage feature set it apart from other etl platform Review collected by and hosted on G2.com. What do you dislike about Prophecy? Sometimes it is difficult to identify root cause of pipeline feature due to sudded restarts loop of a job, so we need to deep dive into pipeline logs to find it. Also some topics in documentation can have more real life examples to enable user to use and apply them in the pipeline Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? With prophecy and databrick integration, we are able to schedule 1k+ databricks jobs using prophecy scheduler. Our jobs consists of bronze to silver etl, qc jobs, gold flatten jobs and some realtime spark streaming jobs as well. With prohecy we are able to properly utilize databricks resource. It provides a lot of insights of data using custom transformation which enable our downstream team to quickly research on user trend on our platform which ultimately increase user churn rate on our platform Review collected by and hosted on G2.com. Show More Validated Reviewer (Validated through Google using a business email account)Incentivized (This reviewer was offered a nominal gift card as thank you for completing this review.)Source: G2 invite (Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review.) (Copy Review URL) ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services (This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture.) Enterprise (\> 1000 emp.) 4/6/2023 "Rapid Spark data pipeline development , testing and orchestration" 5/5 What do you like best about Prophecy? Prophecy hides all cumbersome boilerplate code and provide a data flow model of programming .Along with seamlessly integrating with compute platform , git and CI/CD . Helps becoming 10X productive , teams really loves it Review collected by and hosted on G2.com. What do you dislike about Prophecy? No negative feature found so far , teams want new gems created all the time to integrated diverse ecosystem Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? Reporting , analytics , data movement Review collected by and hosted on G2.com. Show More 2/22/2024 (At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review.) Current User (The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.)Validated Reviewer (Validated through LinkedIn)Source: Seller invite (Invitation from a seller or affiliate. This reviewer was not provided any incentive by G2 for completing this review.) (Copy Review URL) ![prateek k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "prateek k.") PK prateek k. Senior Data Engineer Enterprise (\> 1000 emp.) 4/11/2023 "LOW CODE NO CODE" 5/5 What do you like best about Prophecy? Writing any code using a drag-and-drop interface and pre-built connectors to different data sources and destinations. Automated data lineage: Prophecy automatically generates and tracks data lineage, making it easier for users to understand where their data comes from and how it's being transformed as it moves through the pipeline. Collaboration: Prophecy includes built-in collaboration features, allowing teams to work together on building and managing data pipelines. Review collected by and hosted on G2.com. What do you dislike about Prophecy? Learning curve: While Prophecy's codeless approach makes it easier for users to build and manage data pipelines, it can still take some time to learn the tool and become proficient in using it effectively. Limited customization: Prophecy's drag-and-drop interface is designed to be easy to use, but it may not provide the level of customization or control that some users require for their specific use cases. Limited support for some data sources and destinations: While Prophecy supports a wide range of data sources and destinations, some less common sources or destinations may not be supported out of the box. Cost: Prophecy is a commercial tool and may not be cost-effective for some organizations, particularly smaller ones with limited budgets. Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? Complexity: Prophecy provides a user-friendly, codeless approach to building and managing data pipelines, making it easier for organizations to work with complex data and analytics systems. Speed: By automating many of the manual processes involved in building and managing data pipelines, Prophecy can help organizations get their data pipelines up and running faster. Scalability: Prophecy is designed to be highly scalable, allowing organizations to process large volumes of data quickly and efficiently. Collaboration: Prophecy includes built-in collabo Review collected by and hosted on G2.com. Show More Current User (The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.)Validated Reviewer (Validated through LinkedIn)Incentivized (This reviewer was offered a nominal incentive as thanks for completing this review.)Source: Organic (Organic review. This reviewer was offered a nominal incentive as thanks for completing this review.) (Copy Review URL) ![Nagarjuna T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nagarjuna T.") NT Nagarjuna T. Senior Data Engineer Enterprise (\> 1000 emp.) 11/28/2023 "Best low code solution" 4/5 What do you like best about Prophecy? Easy UI based development Automated tools to deploy to AWS and Azure cloud env Good product support Review collected by and hosted on G2.com. What do you dislike about Prophecy? Sometime dedugging is difficult from Prophecy UI. Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? It helping us to migrating the applications from Ab Initio to Spark Review collected by and hosted on G2.com. Show More Current User (The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.)Validated Reviewer (Validated through LinkedIn)Incentivized (This reviewer was offered a nominal incentive as thanks for completing this review.)Source: Seller invite (Invitation from a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review.) (Copy Review URL) ![Pavan K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pavan K.") PK Pavan K. Senior Data Engineer Enterprise (\> 1000 emp.) 12/5/2023 "Best Abinitio to Spark Migration tool in the market" 4.5/5 What do you like best about Prophecy? Best UI Experience Best Support Team High quality generated code Review collected by and hosted on G2.com. What do you dislike about Prophecy? Debugging is difficult sometimes some amount of learning is required to use this product Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? Migrating Abinitio code to Spark code Review collected by and hosted on G2.com. Show More Current User (The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.)Validated Reviewer (Validated through LinkedIn)Incentivized (This reviewer was offered a nominal incentive as thanks for completing this review.)Source: Seller invite (Invitation from a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review.) (Copy Review URL) ![Radhika S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Radhika S.") RS Radhika S. Senior Software Engineer Enterprise (\> 1000 emp.) 8/10/2023 "Complete data engineering package" 5/5 What do you like best about Prophecy? 1. Getting started on designing and building pipelines is easier and faster 2. Need less in-depth knowledge of spark and other technology frameworks for a head start 3. Easy to orchestrate the workflow and visualize the pipelines. 4. Strong customer support from the field engineers. Review collected by and hosted on G2.com. What do you dislike about Prophecy? 1. Lot of features under the hood are not easily configurable through the UI. (Example : Better debugging options, gems could offer more configuration options) 2. Although there are cool features in the UI, its not very intuitive. This can be improved. For example, the config and schema options could be more straightforward. 3. Need better User manual , to avoid constant engagement with the developers. Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? Low code for spark data pipelines Review collected by and hosted on G2.com. Show More Validated Reviewer (Validated through LinkedIn)Incentivized (This reviewer was offered a nominal incentive as thanks for completing this review.)Source: Seller invite (Invitation from a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review.) (Copy Review URL) ![MOHIT S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "MOHIT S.") MS MOHIT S. Senior Data Engineer Enterprise (\> 1000 emp.) 11/22/2023 "Best Low-Code tool in the market." 5/5 What do you like best about Prophecy? User friendly. Easy to Learn Strong Product Support Review collected by and hosted on G2.com. What do you dislike about Prophecy? Difficult to debugg spark issues some times Review collected by and hosted on G2.com. What problems is Prophecy solving and how is that benefiting you? Migration from Abinitio to Scala/Spark framework. Review collected by and hosted on G2.com. Show More Current User (The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.)Validated Reviewer (Validated through LinkedIn)Incentivized (This reviewer was offered a nominal incentive as thanks for completing this review.)Source: Seller invite (Invitation from a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review.) (Copy Review URL) ## Pricing Options Pricing provided by Prophecy. ### Starter Free 1 Seat Per Month ### Professional $150.00 1 Seat Per Month ### Enterprise Express Starting at $4,000.00 20 Seats Per Month [ View More Pricing Information ](https://www.g2.com/products/prophecy-prophecy/pricing) Prophecy Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_017ca5b65bc8cc79fa434f2716af16ee/dbt.png "Product Avatar Image") dbt 4.7/5(209) [ Compare Now ](https://www.g2.com/compare/prophecy-prophecy-vs-dbt) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_c10575dc3d489e7a95fd3dbe008be600/matillion-maia.png "Product Avatar Image") Maia 4.5/5(125) [ Compare Now ](https://www.g2.com/compare/matillion-maia-vs-prophecy-prophecy) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_de2aec2900c83942b05e5256568f5444/fivetran.jpg "Product Avatar Image") Fivetran 4.3/5(829) [ Compare Now ](https://www.g2.com/compare/fivetran-vs-prophecy-prophecy) ##### ##### Prophecy Features Application Design UI Code Extending Programming Code Extending Integrations Spark Integration Platform Spark Integration Processing Cloud Processing [ View More Features ](https://www.g2.com/products/prophecy-prophecy/features) ##### Categories on G2 [Low-Code Development Platforms](https://www.g2.com/categories/low-code-development-platforms)[ETL Tools](https://www.g2.com/categories/etl-tools)[Data Preparation](https://www.g2.com/categories/data-preparation) [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)[Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) [Show MoreShow Less](javascript:void(0);) ##### Explore More [Which ESB platforms do integration architects rely on for 99.9% uptime and failover capabilities?](https://www.g2.com/discussions/which-esb-platforms-do-integration-architects-rely-on-for-99-9-uptime-and-failover-capabilities)[Affordable fleet management software for new businesses](https://www.g2.com/discussions/affordable-fleet-management-software-for-new-businesses)[Opendock vs Conduit for dock scheduling and trailer visibility: which do operations teams actually keep using after the initial rollout?](https://www.g2.com/discussions/opendock-vs-conduit-for-dock-scheduling-and-trailer-visibility-which-do-operations-teams-actually-keep-using-after-the-initial-rollout) [What's the best SMS marketing platform for driving high engagement without bombarding subscribers and causing message fatigue?](https://www.g2.com/discussions/what-s-the-best-sms-marketing-platform-for-driving-high-engagement-without-bombarding-subscribers-and-causing-message-fatigue)[Global Relay vs Smarsh vs Proofpoint for compliance archiving: which digital communications governance platform do compliance teams find easier to manage during an audit?](https://www.g2.com/discussions/global-relay-vs-smarsh-vs-proofpoint-for-compliance-archiving-which-digital-communications-governance-platform-do-compliance-teams-find-easier-to-manage-during-an-audit)[Pros and Cons Details](https://www.g2.com/products/prophecy-prophecy/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)