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Stellate.co VS DataFlowMapper

Compare Stellate.co VS DataFlowMapper and see what are their differences

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Stellate.co logo Stellate.co

Everything you need to run your GraphQL API at scale

DataFlowMapper logo DataFlowMapper

Empowers your implementation team to conquer complex client data. Ditch manual mapping, endless cleanup, and developer bottlenecks with an AI-powered, no-code tool to automate your complex mapping, business logic, and validations.
  • Stellate.co Landing Page
    Landing Page //
    2024-04-08
  • Stellate.co Pricing Page
    Pricing Page //
    2024-04-08
  • Stellate.co Documentation
    Documentation //
    2024-04-08
  • Stellate.co Service Dashboard
    Service Dashboard //
    2024-04-08

Edge Caching, Metrics, and Security for your GraphQL API. Reduce Cloud costs, handle traffic spikes, boost performance, get detailed observability, and secure your API. ⚡️

  • DataFlowMapper Logic Builder
    Logic Builder //
    2025-04-17
  • DataFlowMapper Data Validation
    Data Validation //
    2025-04-17
  • DataFlowMapper Create and Edit Mappings
    Create and Edit Mappings //
    2025-04-17
  • DataFlowMapper AI automated mapping
    AI automated mapping //
    2025-04-17
  • DataFlowMapper Drag and Drop
    Drag and Drop //
    2025-04-17
  • DataFlowMapper API & DB Integration
    API & DB Integration //
    2025-04-17
  • DataFlowMapper Function Library
    Function Library //
    2025-04-17
  • DataFlowMapper Python Editor
    Python Editor //
    2025-04-17

The visual transformation platform that empowers your implementation team to conquer complex client data. Ditch manual mapping, endless cleanup, and developer bottlenecks with an AI-powered, no-code tool that goes beyond basic formatting to automate your complex mapping, business logic, and validations. Cut implementation time in half with DataFlowMapper, by streamlining and automating the data transformation and import process. Supports multiple file formats, including CSV, Excel, and JSON. Map and transform data from any source to any destination, all while maintaining the highest level of data integrity. Eliminate the biggest bottleneck in your implementations and get customers live faster. Map fields 1 to 1, build transformations for business rules, and automate with AI.

Stellate.co features and specs

  • GraphQL Edge Cache
  • GraphQL Metrics
  • GraphQL Security

DataFlowMapper features and specs

  • JSON - CSV Mapping
    Effortlessly map between flat files and complex nested JSON
  • No-code Logic Builder
    Visually craft complex business rules and conditional logic
  • Reusable Mapping Configurations
    Create reusable logic templates for consistent, error-free migrations
  • AI Data Mapping
    Automate entire mapping processes by describing requirements in plain English once. Get intelligent field mapping suggestions instantly.
  • Validations
    Powerful validations configured with no-code Logic Builder
  • Python Editor
    Flexibility for complex scenarios. Seamlessly blend no-code visual building with custom Python snippets when needed. Integrated IDE-like experience for power users needing fine-grained control
  • API & DB Integration
    Pull data directly from source APIs and Databases (Postgres, MySQL, SQL Server...). Push validated, transformed data directly into target systems via API or DB. Perform lookups against external data during transformations to pull reference data or enrich data.

Category Popularity

0-100% (relative to Stellate.co and DataFlowMapper)

Stellate.co

DataFlowMapper

Developer Tools
100 100%
Developer Tools
0% 0
Data Migration
0 0%
Data Migration
100% 100
APIs
100 100%
APIs
0% 0
Data Management
0 0%
Data Management
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Stellate.co and DataFlowMapper

Stellate.co Reviews

We have no reviews of Stellate.co yet.
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DataFlowMapper Reviews

The Ultimate Guide to Choosing the Right Data Transformation Tool for Implementation & Onboarding Teams
Modern data transformation platforms (Category 4) provide a compelling balance. They offer the necessary power for intricate logic and validation, coupled with visual interfaces, AI assistance, and features promoting reusability – crucial for efficient, repeatable client onboarding. Evaluating tools like DataFlowMapper, which are purpose-built for these scenarios, can...
Source: dataflowmapper.com

Social recommendations and mentions

Based on our record, Stellate.co seems to be more popular. It has been mentiond 11 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Stellate.co mentions (11)

  • Show HN: Orbit GraphQL – An open source cache server for your GraphQL API
    I've been working on an open source implementation of a Stellate (https://stellate.co) like GraphQL cache service, and it's finally hit v0.1 TL,DR; It is a cached proxy for your GraphQL API with automatic purging. Deploy it in front of GraphQL API, and it will start caching all requests passing through it. - Source: Hacker News / 9 months ago
  • A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
    Stellate - Stellate is a blazing-fast, reliable CDN for your GraphQL API and free for two services. - Source: dev.to / over 1 year ago
  • Fundraising Stages Defined (Angel/Pre-Seed/Seed/Series A) – Incisive Ventures
    While some of the metrics aren't particularly helpful (depending on the actual company being evaluated) as others have mentioned, the round sizes are in the right ballpark. Our[0] actual round sizes were: 1. Pre-seed: $1M (led by System.One) 2. Seed: $4M (led by Boldstart) 3. Series A: $25M (led by Tiger Global) Note that all of these were all raised in 2021 & 2022 before the investment market crash, but even now... - Source: Hacker News / about 2 years ago
  • 8 Steps to Become a GraphQL Expert
    For server-side caching, you have neat solutions like GraphCDN or plugins (eg. The envelop plugin with GraphQL Yoga). - Source: dev.to / about 3 years ago
  • Do you use a 3rd party or SaaS for your GraphQL API? If so, what providers do you use and why?
    Out of the thousands of production GraphQL APIs we've seen at GraphCDN, the two most common pre-made GraphQL APIs are Hasura and WPGraphQL! Source: about 3 years ago
View more

DataFlowMapper mentions (0)

We have not tracked any mentions of DataFlowMapper yet. Tracking of DataFlowMapper recommendations started around Apr 2025.

What are some alternatives?

When comparing Stellate.co and DataFlowMapper, you can also consider the following products

GraphQl Editor - Editor for GraphQL that lets you draw GraphQL schemas using visual nodes

Flatfile 3.0 – Embeds - Meet Flatfile 3.0, the fully re-imagined platform for onboarding customer data into your product.

Hasura - Hasura is an open platform to build scalable app backends, offering a built-in database, search, user-management and more.

OneSchema - Import customer CSV data 10x faster

GraphQL Playground - GraphQL IDE for better development workflows

csvbox - Spreadsheet importer for your web app, SaaS or API

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