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Head-to-head · Workflow Orchestration Software

Google Cloud Workflows vs Conductor

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score Google Cloud Workflows #7 in Workflow Orchestration Software 8.9/10 Free plan Free plan✓ 4 of 5 features Visit Google Cloud
Conductor #12 in Workflow Orchestration Software 8.4/10 Free plan Free plan✓ 4 of 5 features Visit Conductor

Google Cloud Workflows leads on 0 checks, Conductor on 0, and 6 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreGoogle Cloud Workflows · 8.9/10
  • Free planboth

Google Cloud Workflows scores higher on our rubric for workflow orchestration software: 8.9 against 8.4 out of 10; our editors rank them #7 and #12.

On deployment model, Conductor gives you Self-hosted where Google Cloud Workflows offers Cloud.

Google Cloud Workflows is the better fit for google Cloud service orchestration. Conductor is the better fit for polyglot durable workflow orchestration.

  • Google Cloud Workflows fits best

    Google Cloud service orchestration

  • Conductor fits best

    Polyglot durable workflow orchestration

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Side by side

Feature Google Cloud Workflows 8.9/10 Visit ↗ Conductor 8.4/10 Visit ↗
At a glance
Editor score 8.9 8.4
Ranking #7 in Workflow Orchestration Software #12 in Workflow Orchestration Software
Best for Google Cloud service orchestration Polyglot durable workflow orchestration
Pricing model Free plan + paid Free
Starting price $0.01/unit/mo Free plan
Free plan ✓ ✓
Free trial — —
Deployment Cloud Self-hosted, Cloud
Platforms Web Web
Support Docs Community, Docs
Integrations 16 integrations 9 integrations
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Google Cloud Workflows 4/5 · Conductor 4/5
Visual workflow builder — Not checked yet
Event triggers ✓ ✓
Automatic retries ✓ ✓
Execution observability ✓ ✓
Human approvals ✓ ✓
Specs
Deployment model Cloud Self-hosted
Our review
Pros
  • Ordered steps, branching, parallel execution, retries, and callbacks
  • Eventarc triggers plus connectors for major Google Cloud products
  • Step-level execution history, Cloud Logging, and Cloud Monitoring metrics
  • Durable execution persists task progress for recovery after failures or restarts.
  • SDKs support Java, Python, Go, JavaScript, C#, Ruby, and Rust.
  • Retries, event routing, approvals, diagrams, logs, and recovery actions are built in.
Cons
  • Cloud-only deployment limits portability across environments
  • Google Cloud-centric integrations may not suit multi-cloud teams
  • YAML or JSON authoring lacks a visual workflow builder
  • Self-hosted deployment leaves infrastructure operation with the adopting team.
  • The OSS distribution does not include the visual editor described for hosted editions.
  • Its broad workflow model may be more than teams need for simple automations.
Our verdict

Google Cloud Workflows is a fully managed orchestration service for defining and executing sequences across Google Cloud services, custom services, and HTTP APIs. It suits teams coordinating serverless applications, automated processes, IT…

Read the review →

Conductor is an open-source workflow orchestration platform for teams coordinating microservices, AI agents, and durable workflow graphs. It defines versioned task graphs, runs them across services and workers, and persists task progress…

Read the review →
  1. Google Cloud WorkflowsWorkflow Orchestration Software 8.9Free plan
  2. ConductorWorkflow Orchestration Software 8.4Free plan

Strengths and trade-offs

  • Google Cloud Workflows — where it wins

    • Ordered steps, branching, parallel execution, retries, and callbacks
    • Eventarc triggers plus connectors for major Google Cloud products
    • Step-level execution history, Cloud Logging, and Cloud Monitoring metrics

    Where it doesn't

    • Cloud-only deployment limits portability across environments
    • Google Cloud-centric integrations may not suit multi-cloud teams
    • YAML or JSON authoring lacks a visual workflow builder

  • Conductor — where it wins

    • Durable execution persists task progress for recovery after failures or restarts.
    • SDKs support Java, Python, Go, JavaScript, C#, Ruby, and Rust.
    • Retries, event routing, approvals, diagrams, logs, and recovery actions are built in.

    Where it doesn't

    • Self-hosted deployment leaves infrastructure operation with the adopting team.
    • The OSS distribution does not include the visual editor described for hosted editions.
    • Its broad workflow model may be more than teams need for simple automations.

More comparisons

All workflow orchestration software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update