# Dagster vs Orchesty

Dagster records 105,563 monthly visits with -18.5% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Orchesty records 0 monthly visits with 0% growth and Freemium pricing.

| Metric | [Dagster](https://openaitools.app/tool/dagster) | [Orchesty](https://openaitools.app/tool/orchesty) |
| :--- | :--- | :--- |
| Website URL | https://www.dagster.io | https://orchesty.io |
| Categories | AI Developer Tools, AI Workflow, AI For Data Analytics, AI Productivity Tools | AI Workflow, AI Assistant, AI Developer Tools, No-Code&Low-Code |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 105,563 | 0 |
| MoM Growth Rate | -18.5% | 0% |
| Primary Market | China | Global |
| Direct Visits | 25,739 | 0 |
| Review Score | 4.4 | 4.3 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Dagster

Dagster approaches orchestration from the output side. Instead of defining a pipeline as a sequence of tasks that either finish or fail, you declare the data assets you want to produce and their dependencies. Dagster then handles scheduling, backfills, partitions and retries, and — because it knows which asset each run touched — it can tell you automatically what downstream data is affected when something breaks. That asset graph is also what generates lineage and data health views without bolting on a separate catalog.

The platform covers the full DataOps loop. Orchestration runs asset-based pipelines across dbt, Snowflake, Fivetran, Spark, Python and other tools; observability surfaces lineage, freshness, dependencies and failures across the whole stack; and Dagster AI turns that accumulated context into diagnoses and actions. For organizations running data agents, a Compass layer lets teams build governed agents on top of trusted workflows. Deployment is flexible: Dagster+ managed cloud, hybrid where compute stays in your own infrastructure while the control plane is hosted, or fully self-hosted open source.

Dagster's positioning against Apache Airflow rests on that asset-centric philosophy — Airflow tells you a job failed, Dagster aims to tell you which asset broke, why, and what depends on it. The project was developed by Dagster Labs and is now part of Prefect, which has committed to continuing the platform; the open-source core remains available on GitHub.

**Pricing & Plans:** Freemium and open source. The core orchestration framework is free and self-hostable under an open-source licence, and there is a free entry tier for Dagster+. Paid team and business plans scale with usage, while enterprise deployments — branch deployments, hybrid compute, governance and SSO — are quoted through sales.

[Profile (Markdown)](https://openaitools.app/tool/dagster.md)

## Orchesty

Orchesty positions itself as "integration as infrastructure": instead of fragile synchronous connectors that break at the first timeout, it runs an asynchronous, streaming-first engine where each message is persisted, retried and replayable. Topology slots let teams deploy integration workflows that process from a single event to millions of messages a day, with per-node scaling and a built-in rate limiter to protect downstream APIs. Connectors live in an open marketplace and are all open source, so you can fork and extend them rather than hitting a closed library's limits.

AI shows up in three places. AI Bootstrap, integrated with AI coding IDEs, scaffolds new connectors, mappers and whole topologies from a prompt or an API specification. Pulse is a dynamic MCP server that turns approved processes into authorized tools for external AI agents, so agents can reach real business systems without holding credentials or touching infrastructure directly. Trace reconstructs an individual entity's journey across every process and produces structured audit reports, useful for compliance reviews and debugging data inconsistencies.

Deployment is flexible: shared cloud in a private Kubernetes namespace, a dedicated cluster, or fully on-premise. The commercial Enterprise edition adds SSO, advanced monitoring and SLA-backed support, while the source-available Community Edition under the Elastic License covers self-hosted use. Pricing starts at EUR22 per month for Starter and scales through three Pro performance levels to a custom Enterprise tier, with a free trial and unlimited tasks and executions on every plan.

**Pricing & Plans:** Free trial plus a free self-hosted Community Edition. Paid cloud plans: Starter EUR22/month billed annually (3 topology slots, 1 GB storage, 1,000 messages in flight), Pro from EUR82/month (annual) up to EUR732/month across three performance levels, and custom Enterprise pricing. Optional add-ons include Operations Suite and Audit Logs (EUR180/month each); extra topology slots cost EUR15/slot/month. Yearly billing saves around 8%.

- **Stream-native orchestration:** An asynchronous engine with built-in queues handles everything from a single event to millions of messages per day, with per-message persistence so nothing is lost on retry or restart.
- **AI-generated connectors:** Describe what you need or paste an API spec and Orchesty's AI Bootstrap scaffolds a working connector in minutes, using the same open Node.js and PHP SDKs you would use by hand.
- **Pulse MCP server for AI agents:** Pulse exposes approved topologies as tools to external AI agents over MCP, authorizing each agent by group while keeping credentials and heavy data processing outside the model.
- **Observability and Trace AI auditing:** Real-time dashboards track queues, retries, throughput and bottlenecks, while the Trace AI assistant reconstructs the full journey of any single record across processes.
- **White-label marketplace via Applinth:** Applinth lets SaaS vendors ship a white-label integration marketplace to their own customers with single sign-on, per-tenant execution and quotas on shared infrastructure.

**Strengths:** Asynchronous, stream-native design with per-message persistence and failed-message replay, so high-volume pipelines survive downstream outages; Open-source connector catalogue plus source-available core and open SDKs — no vendor lock-in or hidden logic; AI Bootstrap generates custom connectors and topologies in minutes from a prompt or API spec; MCP support (Pulse) gives AI agents governed access to enterprise systems without exposing credentials

**Limitations:** Steeper learning curve than drag-and-drop low-code automation tools, since it targets developers; Several advanced capabilities (Pulse MCP, Audit Logs, Trace AI, Operations Suite) are locked to the Pro tier or sold as add-ons; Starter plan keeps only 2 days of log retention and a modest 1,000 messages in flight, which is tight for troubleshooting

[Profile (Markdown)](https://openaitools.app/tool/orchesty.md)

## Frequently Asked Questions

### How do Dagster and Orchesty compare in monthly traffic?

Dagster has 105,563 monthly visits, while Orchesty has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dagster has a month-over-month growth rate of -18.5%; Orchesty has 0%.

### How does pricing compare?

Dagster: Free Trial, Paid, Contact for Pricing. Freemium and open source. The core orchestration framework is free and self-hostable under an open-source licence, and there is a free entry tier for Dagster+. Paid team and business plans scale with usage, while enterprise deployments — branch deployments, hybrid compute, governance and SSO — are quoted through sales. Orchesty: Freemium. Free trial plus a free self-hosted Community Edition. Paid cloud plans: Starter EUR22/month billed annually (3 topology slots, 1 GB storage, 1,000 messages in flight), Pro from EUR82/month (annual) up to EUR732/month across three performance levels, and custom Enterprise pricing. Optional add-ons include Operations Suite and Audit Logs (EUR180/month each); extra topology slots cost EUR15/slot/month. Yearly billing saves around 8%.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Automate work across thousands of apps — no code required | [.md](https://openaitools.app/tool/zapier-com.md) |
| 2 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 3 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Build, deploy, and govern production-ready agentic AI workflows | [.md](https://openaitools.app/tool/dify-ai.md) |
| 4 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | The environments frontier AI trains on, and the agents that do the recurring work | [.md](https://openaitools.app/tool/labelbox.md) |
| 5 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.md) |
| 6 | [Convex](https://openaitools.app/tool/convex) | 390,417 | -18.7% | Freemium, Paid | Reactive TypeScript backend with database, functions and AI gateway | [.md](https://openaitools.app/tool/convex.md) |
| 7 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Build, share, and control AI agents that actually do the work | [.md](https://openaitools.app/tool/gumloop.md) |
| 8 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | A secure environment where teams build, deploy and govern AI agents, apps and automations | [.md](https://openaitools.app/tool/tines.md) |
| 9 | [Activepieces](https://openaitools.app/tool/activepieces) | 258,553 | +1.5% | Freemium | Open-source AI automation that unifies agents, flows and 770+ app integrations | [.md](https://openaitools.app/tool/activepieces.md) |
| 10 | [Airbyte](https://openaitools.app/tool/airbyte) | 151,332 | -18.6% | Freemium, Free Trial, Paid | Open-source data integration engineered for AI agents and analytics | [.md](https://openaitools.app/tool/airbyte.md) |

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Source: https://openaitools.app/compare/dagster-vs-orchesty

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