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GitHub killed its model-hosting product and shipped stacked PRs in the same week.
Alternatives · developer tools
Apache DolphinScheduler alternatives
The best Apache DolphinScheduler alternatives in developer tools, ranked by Sparkpulse's velocity_score.
Updated Aug 2, 2026
Looking for the best alternatives to Apache DolphinScheduler? Sparkpulse tracks and ranks 12 alternatives in developer tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Apache DolphinScheduler shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Apache DolphinScheduler
A slow, deliberate release train that keeps widening its cloud-task surface
DolphinScheduler ships on a multi-month cadence, with 3.4.2 (June 2026) and 3.4.1 (March 2026) as the recent stable points. The work is split between DSIP design proposals, new task plugins, and operator-facing hardening. Nothing in the window suggests a rewrite; this is a mature orchestrator accreting integrations.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to Apache DolphinScheduler
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
INFRA · APIS
Auth0 is building identity for agents before the rest of the category admits it needs one.
INFRA · APIS
Ably is building an agent transport layer, shipping a new AI SDK version roughly every ten days.
INFRA · APIS
Pressable is building fleet-scale WordPress ops, then handing the controls to agents.
INFRA · APIS
MISP extends instance-to-instance sync to collections while a security-hardening program runs underneath
DEVOPS
Kubernetes is pruning a decade of accumulated options while Headlamp becomes the official UI
INFRA · APIS
Rootly's AI stops summarizing incidents and starts investigating them
INFRA · APIS
The app builder is now agent-first; the admin console is racing to catch up.
INFRA · APIS
KubeVirt's 1.9 cycle is a bet on GPUs and cross-architecture VMs
INFRA · APIS
Helm runs two trains while v3 walks toward end-of-life
INFRA · APIS
A monthly release train where the substance hides in the patch releases
INFRA · APIS
Nomad's July release closed two Docker CVEs that let tasks escape their own driver configuration.
Apache DolphinScheduler vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Apache DolphinScheduler (baseline) | 0.0 | 0 | workflow-orchestrationtask-pluginscloud-compute | Connection center centralizes credentials across task plugins |
| GitHub | 10.0 | 2 | copilotcode-reviewenterprise-governance | GitHub Models is now retired |
| Auth0 | 10.0 | 2 | agent identityb2b saasearly access | Token Vault Privileged Worker is now Early Access! |
| Ably | 7.5 | 2 | realtime-infrastructureai-agentsdurable-execution | AI Transport JS SDK v0.7.0: OpenAI Responses codec |
| Pressable | 6.3 | 1 | bulk-operationsmcpagent-tooling | Feature Release: AI Assistant Collaborator Management Tools |
| MISP | 6.3 | 1 | threat-intelligencefederationsecurity-hardening | Collections now sync between MISP instances, plus Pivotick pivot explorer |
| Kubernetes | 6.3 | 1 | headlampdeprecationskube-proxy | Announcing etcd v3.7.0 |
| Rootly | 6.3 | 1 | incident-responseai-agentsobservability | Rootly AI now gathers incident evidence across your entire stack. |
| Retool | 6.3 | 0 | agent-nativeapp-builderbranching | — |
| KubeVirt | 5.0 | 0 | kubernetesvirtualizationgpu-passthrough | Grace GPU passthrough and cross-architecture VMs land |
| Helm | 5.0 | 0 | kubernetespackage-managerdual-train | — |
| ESPHome | 5.0 | 0 | esp32firmwarebuild-toolchain | — |
| Nomad | 5.0 | 0 | orchestrationcontainer-isolationcve-response | — |
The 12 best Apache DolphinScheduler alternatives, in depth
1. GitHub · velocity 10.0
GitHub killed its model-hosting product and shipped stacked PRs in the same week.
Over the last 30 days GitHub shipped 2 meaningful updates vs Apache DolphinScheduler's 0, most recently “GitHub Models is now retired”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, GitHub focuses on copilot, code review and enterprise governance.
Over the last 30 days GitHub has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full GitHub trajectory → · Compare Apache DolphinScheduler vs GitHub →
2. Auth0 · velocity 10.0
Auth0 is building identity for agents before the rest of the category admits it needs one.
Over the last 30 days Auth0 shipped 2 meaningful updates vs Apache DolphinScheduler's 0, most recently “Token Vault Privileged Worker is now Early Access!”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Auth0 focuses on agent identity, b2b saas and early access.
Over the last 30 days Auth0 has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full Auth0 trajectory → · Compare Apache DolphinScheduler vs Auth0 →
3. Ably · velocity 7.5
Ably is building an agent transport layer, shipping a new AI SDK version roughly every ten days.
Over the last 30 days Ably shipped 2 meaningful updates vs Apache DolphinScheduler's 0, most recently “AI Transport JS SDK v0.7.0: OpenAI Responses codec”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Ably focuses on realtime infrastructure, ai agents and durable execution.
Over the last 30 days Ably has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full Ably trajectory → · Compare Apache DolphinScheduler vs Ably →
4. Pressable · velocity 6.3
Pressable is building fleet-scale WordPress ops, then handing the controls to agents.
Over the last 30 days Pressable shipped 1 meaningful update vs Apache DolphinScheduler's 0, most recently “Feature Release: AI Assistant Collaborator Management Tools”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Pressable focuses on bulk operations, mcp and agent tooling.
Over the last 30 days Pressable has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full Pressable trajectory → · Compare Apache DolphinScheduler vs Pressable →
5. MISP · velocity 6.3
MISP extends instance-to-instance sync to collections while a security-hardening program runs underneath.
Over the last 30 days MISP shipped 1 meaningful update vs Apache DolphinScheduler's 0, most recently “Collections now sync between MISP instances, plus Pivotick pivot explorer”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, MISP focuses on threat intelligence, federation and security hardening.
Over the last 30 days MISP has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full MISP trajectory → · Compare Apache DolphinScheduler vs MISP →
6. Kubernetes · velocity 6.3
Kubernetes is pruning a decade of accumulated options while Headlamp becomes the official UI.
Over the last 30 days Kubernetes shipped 1 meaningful update vs Apache DolphinScheduler's 0, most recently “Announcing etcd v3.7.0”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Kubernetes focuses on headlamp, deprecations and kube proxy.
Over the last 30 days Kubernetes has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full Kubernetes trajectory → · Compare Apache DolphinScheduler vs Kubernetes →
7. Rootly · velocity 6.3
Rootly's AI stops summarizing incidents and starts investigating them.
Over the last 30 days Rootly shipped 1 meaningful update vs Apache DolphinScheduler's 0, most recently “Rootly AI now gathers incident evidence across your entire stack.”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Rootly focuses on incident response, ai agents and observability.
Over the last 30 days Rootly has been shipping faster than Apache DolphinScheduler — a point in its favour if release momentum matters to you.
Full Rootly trajectory → · Compare Apache DolphinScheduler vs Rootly →
8. Retool · velocity 6.3
The app builder is now agent-first; the admin console is racing to catch up.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Retool focuses on agent native, app builder and branching.
Retool and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Retool trajectory → · Compare Apache DolphinScheduler vs Retool →
9. KubeVirt · velocity 5.0
KubeVirt's 1.9 cycle is a bet on GPUs and cross-architecture VMs.
Its velocity score of 5.0/10 reflects longer-term release cadence; its most recent meaningful update was “Grace GPU passthrough and cross-architecture VMs land”.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, KubeVirt focuses on kubernetes, virtualization and gpu passthrough.
KubeVirt and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full KubeVirt trajectory → · Compare Apache DolphinScheduler vs KubeVirt →
10. Helm · velocity 5.0
Helm runs two trains while v3 walks toward end-of-life.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Helm focuses on kubernetes, package manager and dual train.
Helm and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Helm trajectory → · Compare Apache DolphinScheduler vs Helm →
11. ESPHome · velocity 5.0
A monthly release train where the substance hides in the patch releases.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, ESPHome focuses on esp32, firmware and build toolchain.
ESPHome and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ESPHome trajectory → · Compare Apache DolphinScheduler vs ESPHome →
12. Nomad · velocity 5.0
Nomad's July release closed two Docker CVEs that let tasks escape their own driver configuration.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache DolphinScheduler leans on workflow orchestration, task plugins and cloud compute, Nomad focuses on orchestration, container isolation and cve response.
Nomad and Apache DolphinScheduler have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Nomad trajectory → · Compare Apache DolphinScheduler vs Nomad →
Frequently asked questions
What are the best alternatives to Apache DolphinScheduler?
The top Apache DolphinScheduler alternatives we currently track in developer tools are GitHub, Auth0, Ably, Pressable, MISP, ranked by recent ship velocity.
How is this list of Apache DolphinScheduler alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache DolphinScheduler directly with one of these alternatives?
Yes — every card has a "Compare with Apache DolphinScheduler" link to a side-by-side /compare page.