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Tags / Data pipelines and messaging /

Data orchestration

A tool that schedules and runs data pipelines as DAGs of tasks, such as Airflow, Dagster, or Prefect.

The 18repositories with this Tag gained +2,400 net stars in the last 30 days, 15% less than the 30 days before.

0 created in the last 90 days · 7 published a release in the last 30 days · 219K stars in total

All in the Repository Index On Trending

Net stars each day, last 30 days+426 last 7 days

Oct 5, 2026Nov 3, 2026

  • Seed Dataset
  • Rising Admissions

Most net stars, last 30 days

kestra-io/kestra

Orchestrate everything, everywhere. The open-source control plane for workflows across data, infrastructure, business processes and AI agents. Declarative YAML, event-driven, any language, Git-versioned, scalable to millions of executions.

+1,039

43% of the net stars of this Tag

Largest Pace, last 30 days

No other repository gained 2 or more times the net stars of the 30 days before.

Most stars, created in the last 90 days

No other repository with this Tag was created in the last 90 days.

Where the stars went, last 13 weeks

Net stars gained each week. The repositories that gained the most have their own color.

kestra-io/kestra gained 34% of the net stars of this Tag in the last 13 weeks.

kestra-io/kestra, week to Aug 11: +237 net starsOpenDCAI/DataFlow, week to Aug 11: +142 net starsapache/airflow, week to Aug 11: +79 net starsPrefectHQ/prefect, week to Aug 11: +57 net starsslothflowlabs/duckle, week to Aug 11: +101 net starsAll other repositories, week to Aug 11: +129 net starskestra-io/kestra, week to Aug 18: +98 net starsOpenDCAI/DataFlow, week to Aug 18: +222 net starsapache/airflow, week to Aug 18: +88 net starsPrefectHQ/prefect, week to Aug 18: +44 net starsslothflowlabs/duckle, week to Aug 18: +150 net starsAll other repositories, week to Aug 18: +137 net starskestra-io/kestra, week to Aug 25: +79 net starsOpenDCAI/DataFlow, week to Aug 25: +206 net starsapache/airflow, week to Aug 25: +91 net starsPrefectHQ/prefect, week to Aug 25: +58 net starsslothflowlabs/duckle, week to Aug 25: +76 net starsAll other repositories, week to Aug 25: +147 net starskestra-io/kestra, week to Sep 1: +57 net starsOpenDCAI/DataFlow, week to Sep 1: +114 net starsapache/airflow, week to Sep 1: +100 net starsPrefectHQ/prefect, week to Sep 1: +75 net starsslothflowlabs/duckle, week to Sep 1: +34 net starsAll other repositories, week to Sep 1: +125 net starskestra-io/kestra, week to Sep 8: +89 net starsOpenDCAI/DataFlow, week to Sep 8: +150 net starsapache/airflow, week to Sep 8: +94 net starsPrefectHQ/prefect, week to Sep 8: +54 net starsslothflowlabs/duckle, week to Sep 8: +22 net starsAll other repositories, week to Sep 8: +127 net starskestra-io/kestra, week to Sep 15: +107 net starsOpenDCAI/DataFlow, week to Sep 15: +143 net starsapache/airflow, week to Sep 15: +93 net starsPrefectHQ/prefect, week to Sep 15: +47 net starsslothflowlabs/duckle, week to Sep 15: +22 net starsAll other repositories, week to Sep 15: +110 net starskestra-io/kestra, week to Sep 22: +157 net starsOpenDCAI/DataFlow, week to Sep 22: +24 net starsapache/airflow, week to Sep 22: +100 net starsPrefectHQ/prefect, week to Sep 22: +58 net starsslothflowlabs/duckle, week to Sep 22: +16 net starsAll other repositories, week to Sep 22: +124 net starskestra-io/kestra, week to Sep 29: +245 net starsOpenDCAI/DataFlow, week to Sep 29: +24 net starsapache/airflow, week to Sep 29: +74 net starsPrefectHQ/prefect, week to Sep 29: +57 net starsslothflowlabs/duckle, week to Sep 29: +23 net starsAll other repositories, week to Sep 29: +153 net starskestra-io/kestra, week to Oct 6: +811 net starsOpenDCAI/DataFlow, week to Oct 6: +15 net starsapache/airflow, week to Oct 6: +81 net starsPrefectHQ/prefect, week to Oct 6: +41 net starsslothflowlabs/duckle, week to Oct 6: +149 net starsAll other repositories, week to Oct 6: +98 net starskestra-io/kestra, week to Oct 13: +264 net starsOpenDCAI/DataFlow, week to Oct 13: +20 net starsapache/airflow, week to Oct 13: +103 net starsPrefectHQ/prefect, week to Oct 13: +44 net starsslothflowlabs/duckle, week to Oct 13: +16 net starsAll other repositories, week to Oct 13: +124 net starskestra-io/kestra, week to Oct 20: +390 net starsOpenDCAI/DataFlow, week to Oct 20: +50 net starsapache/airflow, week to Oct 20: +85 net starsPrefectHQ/prefect, week to Oct 20: +46 net starsslothflowlabs/duckle, week to Oct 20: +21 net starsAll other repositories, week to Oct 20: +123 net starskestra-io/kestra, week to Oct 27: +139 net starsOpenDCAI/DataFlow, week to Oct 27: +82 net starsapache/airflow, week to Oct 27: +69 net starsPrefectHQ/prefect, week to Oct 27: +38 net starsslothflowlabs/duckle, week to Oct 27: +16 net starsAll other repositories, week to Oct 27: +103 net starskestra-io/kestra, week to Nov 3: +103 net starsOpenDCAI/DataFlow, week to Nov 3: +120 net starsapache/airflow, week to Nov 3: +65 net starsPrefectHQ/prefect, week to Nov 3: +20 net starsslothflowlabs/duckle, week to Nov 3: +16 net starsAll other repositories, week to Nov 3: +102 net stars

Compare growth

0 of 18 repositories: Created on GitHub in the last 90 days. Select a column name to change the order.

No repository with this Tag is in this view for the last 30 days.

Faster than the 30 days before

Net stars of the last 30 days are 2 or more times those of the 30 days before.

No repository with this Tag meets this rule now.

Slower than the 30 days before

Net stars of the last 30 days are 50% or less of those of the 30 days before.

  1. slothflowlabs/duckle0.4× · +90

New in the last 90 days

Created on GitHub in the last 90 days.

No repository with this Tag meets this rule now.

Older than 2 years, still releasing

Created more than 2 years ago, with a push in the last 7 days and a GitHub release in the last 30 days.

  1. kestra-io/kestra30K · release yesterday
  2. PrefectHQ/prefect24K · release yesterday
  3. dagster-io/dagster16K · release 5 days ago
  4. Netflix/metaflow10K · release 5 days ago
  5. OpenDCAI/DataFlow8.4K · release 9 days ago
All 7 in the table

Last release more than 180 days ago

The newest GitHub release is more than 180 days old. A repository that never published a release is not in this list.

  1. spotify/luigi19K · release 6 months ago
  2. WeBankFinTech/DataSphereStudio3.3K · release last year
  3. apache/hamilton2.6K · release 6 months ago
  4. mara/mara-pipelines2.1K · release 2 years ago

How a repository gets this Tag

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How the numbers are counted

All numbers come from the Star History of the repositories that have the Tag now. A period is a run of complete UTC days. All numbers on this page count only the repositories that AwesomeRepos shows in lists. A machine computes them each hour.

For each repository, a period counts only when Star History has each of its days, or when the repository was created in the period. Otherwise the table shows "–". The bars of a week with no complete data are grey.

The Pace is the net stars of a period divided by the net stars of the period before. It shows only when Star History covers each day of the period before, with at least 3 net stars a day on average.

The chart at the top adds up the net stars of all the repositories with the Tag. The darker area is the part from the Seed Dataset; the rest is from rising Admissions. A rising Admission comes into the Repository Index because it gained stars quickly. Its Star History before its Admission comes from the Repository Host. Thus the days before many rising Admissions are higher than they were for the repositories in the index at that time. The repositories of the Seed Dataset are a set that does not change.

The releases are the GitHub releases of each repository. The lists and the table do not rank repositories, and they do not say that one repository can replace another.