Weld vs Keboola vs Matillion
| Feature | Weld | Keboola | Matillion |
|---|---|---|---|
| Core Platform | |||
| Starting price | From $99/mo (flat) | Credit-based, custom depending on usage | Credit-based usage ($2.00 per credit) |
| Free tier | Free trial | Yes | No |
| Connectors | 300+ | 700+ | 150+ |
| Deployment | SaaS | SaaS | SaaS, Self-hosted |
| Connectors & Sync | |||
| Data ingestion (ELT) | Yes | Yes | Yes |
| Reverse ETL | Yes | Yes | No |
| Fastest sync frequency | 1 min | 5 min | Schedule-based |
| Replication & CDC | |||
| Full refresh | Yes | Yes | Yes |
| Incremental | Yes | Yes | Yes |
| Log-based CDC | Yes | No | Yes |
| History tables (SCD) | Yes | No | No |
| Transformations | |||
| Transformations | Yes | Yes | Yes |
| dbt Core | Yes | Yes | No |
| dbt Cloud | Yes | No | No |
| AI & Agent Support | |||
| Agent API | Connect API | No | Yes |
| MCP server | Yes | No | No |
| CLI | Yes | Yes | Yes |
| REST / OpenAPI | Yes | Yes | Yes |
| Orchestration & Governance | |||
| Orchestration | Yes | Yes | Yes |
| Data lineage | Yes | Yes | Yes |
| Version control | Yes | Yes | Yes |
| Audit logs | Yes | Yes | Yes |
| Ratings | |||
| G2 rating | 4.8 | 4.7 | 4.3 |
Weld in Short
Weld is a data pipeline and activation platform built for teams that need reliable ingestion, dbt-powered transformations, and data for AI agents and applications. Its Connect API gives agents and applications programmatic access to data pipelines. With 300+ in-house-built connectors, first-class dbt Core and dbt Cloud support, and near real-time syncs, Weld lets teams move data from any source into their cloud data warehouse and activate it back into business tools.
What Weld does well
- Agent-native platform with Connect API for programmatic access
- First-class dbt Core and dbt Cloud integration
- ELT and reverse ETL in one platform
- Lineage, orchestration, and workflow features included by default
- Flat, predictable monthly pricing (MAR-based)
- 300+ in-house–built, high-quality connectors
- Handles large datasets and near real-time data sync
Where Weld falls short
- Some SQL knowledge is useful for advanced modeling
- Optimized for cloud-warehouse workflows (Snowflake, BigQuery, Redshift, etc.)
- Feature set is streamlined for modern ELT/activation use cases
Weld’s graphical interface is intuitive and easy to work with, even for teams with limited SQL experience. Its flexibility across sources—from databases to Google Sheets and APIs—made onboarding smooth, and performance across larger workloads was consistently strong. Support was responsive and helpful throughout our setup and ongoing use.
Keboola in Short
Keboola is a cloud-based data operations platform that enables teams to ingest, transform, orchestrate, and manage data pipelines end-to-end. It combines no-code components with support for SQL, Python, and R, and offers a large library of pre-built connectors. Keboola also includes governance features such as versioning, audit logs, and project-level cost tracking. While the platform is flexible and powerful, its modular structure and interface can feel complex for simpler ETL needs.
What Keboola does well
- Large number of components and connectors
- Supports custom components with an API-first approach
- Supports ELT, ETL, and Python/SQL/R-based transformations
- Strong governance features such as audit logs and versioning
Where Keboola falls short
- UI can feel complex and overwhelming for new users
- Orchestration features are functional but not as advanced as dedicated orchestration tools
- Credit-based pricing can become expensive for growing workloads
- Smaller community compared to larger ETL platforms
What I like most is that Keboola is a very simple tool, allowing even a single person to manage the data pipelines of a large company."
Matillion in Short
Matillion is a cloud-first ETL/ELT tool designed for building pipelines and transformations in platforms like Snowflake, BigQuery, and Redshift. It offers a low-code interface with scheduling, monitoring, and orchestration features. Matillion is best for teams that want visual pipeline development with cloud data warehouses.
What Matillion does well
- dbt integration
- Large number of connectors
- On premise options
- Has both ELT and ETL capabilities
Where Matillion falls short
- Usage-based pricing can spike
- Higher learning curve for small teams
- Requires upfront investment and implementation
Built-in connectors to heaps of systems; ability to create custom connectors; active community and quick responses to forum questions
Feature-by-Feature Comparison
Ease of Use & Interface
Side-by-side
Weld’s interface is built for clarity and speed, enabling users with varying levels of technical experience to manage data pipelines and models efficiently. Its built-in lineage and orchestration tools provide transparency across workflows.
Keboola provides a powerful environment, but the UI can feel complex due to the large number of components and configuration options, making onboarding harder for beginners.
Matillion is a cloud-first ETL/ELT tool with a low-code interface, scheduling, monitoring, and orchestration. It is best for teams that want visual pipeline development with cloud data warehouses.
Ease of Use & Interface
Side-by-side
Weld’s interface is built for clarity and speed, enabling users with varying levels of technical experience to manage data pipelines and models efficiently. Its built-in lineage and orchestration tools provide transparency across workflows.
Keboola provides a powerful environment, but the UI can feel complex due to the large number of components and configuration options, making onboarding harder for beginners.
Matillion is a cloud-first ETL/ELT tool with a low-code interface, scheduling, monitoring, and orchestration. It is best for teams that want visual pipeline development with cloud data warehouses.
Pricing & Affordability
Side-by-side
Weld offers a simple and predictable pricing model starting at $99 for 5 million active rows. This flat, MAR-based structure makes budgeting straightforward for small and medium-sized teams.
Keboola uses a credit-based pricing model, which offers flexibility but can become costly as workloads scale, especially for users unfamiliar with optimizing credit consumption.
Credit-based usage ($2.00 per credit). Usage-based pricing can spike and requires upfront investment and implementation.
Pricing & Affordability
Side-by-side
Weld offers a simple and predictable pricing model starting at $99 for 5 million active rows. This flat, MAR-based structure makes budgeting straightforward for small and medium-sized teams.
Keboola uses a credit-based pricing model, which offers flexibility but can become costly as workloads scale, especially for users unfamiliar with optimizing credit consumption.
Credit-based usage ($2.00 per credit). Usage-based pricing can spike and requires upfront investment and implementation.
Feature Set
Side-by-side
Weld provides ELT ingestion, dbt-powered transformations, reverse ETL activation, data lineage, orchestration, and workflow management in a single platform. Its Connect API enables AI agents and applications to access and orchestrate data programmatically.
The platform includes extensive functionality: connectors, transformations in multiple languages, orchestration, governance tools, and reverse ETL. It is suitable for advanced data teams managing complex pipelines.
dbt integration, large number of connectors, on premise options, both ELT and ETL capabilities. Focuses heavily on ETL/ELT and does not cover end-to-end data activation or reverse ETL.
Feature Set
Side-by-side
Weld provides ELT ingestion, dbt-powered transformations, reverse ETL activation, data lineage, orchestration, and workflow management in a single platform. Its Connect API enables AI agents and applications to access and orchestrate data programmatically.
The platform includes extensive functionality: connectors, transformations in multiple languages, orchestration, governance tools, and reverse ETL. It is suitable for advanced data teams managing complex pipelines.
dbt integration, large number of connectors, on premise options, both ELT and ETL capabilities. Focuses heavily on ETL/ELT and does not cover end-to-end data activation or reverse ETL.
Flexibility & Customization
Side-by-side
Users can model data using dbt or SQL, automate workflows via the Connect API, and build custom connectors to any API. This provides strong flexibility for teams that want to tailor integrations and enable agent-driven data workflows within one platform.
Keboola is highly customizable, offering an API-first design and the ability to build custom components, though this flexibility requires strong knowledge of the platform and its architecture.
Flexible, visual pipeline development. Higher learning curve for small teams. Overkill for simpler or smaller data operations.
Flexibility & Customization
Side-by-side
Users can model data using dbt or SQL, automate workflows via the Connect API, and build custom connectors to any API. This provides strong flexibility for teams that want to tailor integrations and enable agent-driven data workflows within one platform.
Keboola is highly customizable, offering an API-first design and the ability to build custom components, though this flexibility requires strong knowledge of the platform and its architecture.
Flexible, visual pipeline development. Higher learning curve for small teams. Overkill for simpler or smaller data operations.
