CrewAI AMP vs Pathway Live Data Framework
CrewAI AMP
crewai.comPathway Live Data Framework
pathway.comSide by side
| Figure | CrewAI AMP | Pathway Live Data Framework |
|---|---|---|
| Price from | Free | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 2 | 3 |
| Spec score · LLM Application Development Frameworks | 8.0 (#8) | 7.5 (#13) |
| Deployment | Enterprise customers can deploy on CrewAI cloud, their own VPC, or their own infrastructure. | Pathway supports deployment with Docker or Kubernetes and is compatible with OpenTelemetry. |
| Integrations | The pricing page lists GitHub integration, while the documentation describes triggers for Gmail, Slack, Salesforce, and other services. | The documentation says Pathway includes 350+ connectors, including SharePoint, and lets users implement their own connectors. |
| Purpose | CrewAI AMP is an agent management platform for building, deploying, governing, and scaling AI agent workflows across enterprise applications, with or without code. | Pathway is a Python data processing framework for analytics and AI pipelines over data streams, including streaming ETL and RAG pipelines. |
Plans
Pathway Live Data Framework
- CommunityFree
- ScaleFree
- EnterprisePriced on request
In their own words
Pathway Live Data Framework
Pathway Live Data Framework is a Python framework for building analytics and AI pipelines across stored data and live streams. One pipeline can handle batch processing or streaming ETL, while Differential Dataflow updates results when events arrive out of order. Its Rust processing engine runs Python with multithreading and multiprocessing. AI tooling covers online machine learning, retrieval-augmented generation pipelines, and vector indexes for current data. Documentation lists more than 350 connectors, including SharePoint, and allows custom connectors. Python and SQL programming APIs are available, along with a REST endpoint for serving queries, answers, and real-time features. Deployments can use Docker or Kubernetes and work with OpenTelemetry. Pathway can preserve computation state for recovery. Community is free, self-hosted, and limited to 8 GB RAM and four cores; Scale is free or paid with a license key.