18 data orchestration apps in one list: the established products, and every new one as it launches.
Updated
How many new data orchestration apps arrive each month, to see at a glance whether the market is growing. 2 in the last 12 months.
What people type into Google when they look for data orchestration apps, and what advertisers bid for a click. “data orchestration tool” alone is searched 720 times a month worldwide.
| Search | Per month, US | Cost per click |
|---|---|---|
| dagster | 5,400 | $9.31 |
| etl tools | 2,900 | $43.85 |
| data orchestration platforms | 210 | $45.38 |
| data pipeline orchestration tools | 70 | - |
| best workflow orchestration tools | 50 | - |
Cost per click is what advertisers bid for one visit from that search. Figures from Oct 2026.
The data orchestration apps most recently added to this market, newest first. The latest is Orchesty.
| # | App | Added |
|---|---|---|
| 1 |  Orchesty Build and run stream-native integrations with full developer control | |
| 2 |  Zibra AI GPU-native data orchestration platform for physical and spatial AI. Spatial AI isn't compute-bound — it's data-bound. Massive volumetric datasets create a data gravity problem: I/O bottlenecks starve GPUs and stall training despite huge compute investment. Zibra removes that bottleneck — over 97% in size reduction, 600+ GB/s decompression, delivered in the compressed unified format directly into GPU. 40% better GPU utilization. 30% faster model convergence. This is the missing data layer. | |
| 3 | SU Sushidata Great sushi depends on the quality of its ingredients. AI is the same. The intelligence of an agent depends on quality context it can access. Today, agents fetch the same raw ingredients, rescraping data and resummarizing sources while wasting tokens. Sushidata is a context lake and API for swarms of agents. Agents gather data from competitive intel, GTM research, VoC, and communities, storing them in a shared context lake that swarms can reuse and compound instead of starting from scratch. | |
| 4 |  Layline Lightning-Fast, Low-Code Message Processing Platform | |
| 5 |  5X The 5X platform lets you automatically integrate the different data technology vendors to create a data platform specific to your business, without building any integrations yourself. Build your data platform in 4 minutes, not 4 months. | |
| 6 | Dagster The cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability. | |
| 7 | Easy App Reports App teams waste hours every week manually exporting CSVs from App Store Connect, Google Play, Apple Ads, and Google Ads just to build reports. Easy App Reports fixes that. Connect your developer accounts in minutes, and your data flows automatically to Looker Studio, BigQuery, and all MCP-compatible AIs on autopilot, forever. Official APIs only. No scraping, no shady cookie hacks. Built for app teams who'd rather ship than wrestle with spreadsheets. | |
| 8 | Iguazio Unified Data Platform |
The kinds of data orchestration apps here, grouped by what each app says it does. The largest group is Data integration.
| Type | Apps | Share | Examples |
|---|---|---|---|
| Data integration | 4 | 26.7% | CloudQuery, Layline, Orchesty |
| AI automation | 3 | 20.0% | BlackholeAI, Dataleap, Sushidata |
| Workflow orchestration | 3 | 20.0% | Dagster, Prefect, Zibra AI |
The frameworks and hosting data orchestration apps are built on, as a share of the apps where each is known. Next.js is the most common framework.
Share of the 12 apps whose framework we could detect
Share of the 5 apps whose host we could detect
How data orchestration apps charge, starting with whether they show their prices. 39% publish a pricing page.
| Measure | Apps | Share of 18 |
|---|---|---|
| Publish a pricing page | 7 | 38.9% |
Common questions about data orchestration apps, answered with the figures on this page.
| Search | Per month, US | Cost per click |
|---|---|---|
| dagster | 5,400 | $9.31 |
| etl tools | 2,900 | $43.85 |
| data orchestration platforms | 210 | $45.38 |
| data pipeline orchestration tools | 70 | - |
| best workflow orchestration tools | 50 | - |
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