

Activepieces vs Conductor
A side-by-side comparison of Activepieces and Conductor across 26 workflow orchestration capabilities. Activepieces fully supports 13 of them and Conductor fully supports 20; of the 12 mandatory features, Activepieces covers 8 and Conductor covers 11.
Activepieces
Activepieces is an open-source, self-hostable workflow automation platform and Zapier alternative with a no-code visual builder, hundreds of integrations ('pieces') and AI agent support.
Conductor
Conductor is an open-source, event-driven workflow orchestration engine originally built at Netflix to orchestrate microservices, now maintained as Conductor OSS for durable application and AI agent workflows.
Feature comparison
11 of 26 capabilities differ between Activepieces and Conductor.
| Capability | Importance* | ||
|---|---|---|---|
DAG-based workflow definition Define dependencies and execution order Mandatory | Mandatory | Partial | Yes |
Code-first workflows Versionable, testable workflows Mandatory | Mandatory | No | Yes |
Declarative workflow model Predictability, reproducibility Mandatory | Mandatory | Yes | Yes |
Task dependency resolution Correct execution order Mandatory | Mandatory | Yes | Yes |
Persistent workflow state Crash recovery, observability Mandatory | Mandatory | Yes | Yes |
Task retries Handle transient failures Mandatory | Mandatory | Yes | Yes |
Retry policies (backoff, limits) Avoid cascading failures Recommended | Recommended | Partial | Yes |
Scheduling (cron / time-based) Automated recurring workflows Depends | Depends | Yes | Partial |
Event-driven execution React to external systems Depends | Depends | Yes | Yes |
Backfills / replays Reprocess historical data Depends | Depends | No | Partial |
Idempotency support Safe retries & replays Mandatory | Mandatory | No | Partial |
Exactly-once semantics Correctness for business workflows Optional | Optional | No | No |
Long-running workflows (days/months) Business processes, approvals Depends | Depends | Partial | Yes |
Human-in-the-loop steps Approvals, manual actions Optional | Optional | Yes | Yes |
Dynamic workflows at runtime Conditional execution Depends | Depends | Yes | Yes |
Workflow versioning Safe evolution over time Recommended | Recommended | Yes | Yes |
Distributed execution Scalability Mandatory | Mandatory | Yes | Yes |
High availability scheduler Production reliability Recommended | Recommended | Partial | Yes |
Fault-tolerant execution Crash safety Mandatory | Mandatory | Partial | Yes |
Observability (logs, states, UI) Debugging & ops Mandatory | Mandatory | Yes | Yes |
Workflow-level visibility Understand end-to-end runs Mandatory | Mandatory | Yes | Yes |
Task isolation Failure containment Mandatory | Mandatory | Yes | Yes |
Native Kubernetes support Modern infra compatibility Depends | Depends | Partial | Partial |
Multi-language SDKs Polyglot systems Optional | Optional | No | Yes |
Deterministic replay Safe recovery & correctness Optional | Optional | No | No |
Pluggable execution backends Flexibility Recommended | Recommended | No | Yes |
* To be considered a complete workflow orchestration tool, a tool must implement the features marked as mandatory according to our assessment.
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Read the full profiles, including pros and cons, installation and alternatives.
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