Comparison
Orch8 vs AWS Step Functions
AWS Step Functions is a fully managed, AWS-native workflow service with deep integrations across the AWS ecosystem. Orch8 is a self-hosted Rust engine that runs on any infrastructure — your cloud, any cloud, or on-prem.
Both are excellent tools with different design targets. Step Functions optimizes for zero-ops within AWS. Orch8 optimizes for infrastructure control and scheduling features outside AWS.
Two different models
Step Functions and Orch8 represent fundamentally different approaches: managed service vs self-hosted engine. Neither is universally better — the right choice depends on your constraints.
Step Functions strengths
- ✓Fully managed — zero ops burden
- ✓Deep AWS integration (Lambda, SQS, DynamoDB, etc.)
- ✓Visual workflow editor in the AWS console
- ✓Usage-based pricing with Standard and Express models
- ✓Enterprise compliance (SOC2, HIPAA, etc.)
- ✓Battle-tested at massive scale
Step Functions has been in production since 2016. It powers workflows across thousands of AWS customers, with native integrations for 200+ AWS services and enterprise-grade SLAs.
Orch8 strengths
- ✓Self-hosted — run on any infrastructure
- ✓No vendor lock-in
- ✓Workers in any language via REST
- ✓JSON DSL + business-day/timezone scheduling
- ✓Built-in rate limiting and resource pools
- ✓Infrastructure-based cost rather than per-transition licensing
Orch8 runs as a single Rust binary on PostgreSQL or SQLite. No AWS account required. No cloud vendor dependency. Deploy anywhere — Docker, Kubernetes, bare metal.
Architecture at a glance
| Dimension | Orch8 | Step Functions |
|---|---|---|
| Type | Self-hosted engine | Managed AWS service |
| Language | Rust | AWS-managed |
| Infrastructure | PostgreSQL or SQLite | AWS-managed |
| Workflow definition | JSON DSL | Amazon States Language (JSON) |
| Worker model | REST (any language, any cloud) | Lambda / ECS / etc. (AWS) |
| Pricing | No engine license fee for permitted self-hosted use; infrastructure extra | Standard: state transitions; Express: requests and duration |
| Rate limiting | Built-in per-resource | Not built-in |
| Business-day scheduling | Built-in | Not built-in |
| Human-in-the-loop | Native signals | Callback tasks |
| AI agent support | Native loops + LLM tracking | Custom implementation |
| Vendor lock-in | None | AWS ecosystem |
Pricing at scale
Standard Workflows charge for state transitions; Express Workflows charge for requests and duration. Orch8 has no per-transition engine fee for use permitted by its license, but compute, database, storage, networking, operations, and support costs still scale with workload.
Low volume (<100K transitions/mo)
Step Functions: ~$2.50/mo · Orch8: Infrastructure cost varies
Near-free pricing with zero operational burden. Hard to beat for low-volume AWS workloads.
Medium volume (1M transitions/mo)
Step Functions: ~$25/mo · Orch8: Infrastructure cost varies
Step Functions cost is still modest. Compare against your infrastructure cost for running Orch8.
High volume (100M transitions/mo)
Step Functions: ~$2,500/mo · Orch8: Infrastructure cost varies
Compare Standard and Express pricing with the database, compute, operations, and support cost of self-hosting Orch8.
Very high volume (1B transitions/mo)
Step Functions: ~$25,000/mo · Orch8: Infrastructure cost varies
At this scale, model Express as well as Standard pricing and benchmark the capacity required for a self-hosted engine.
Pricing snapshot: estimates above use the July 2026 US East Standard rate before regional variation and most related AWS-service charges. Express uses request and duration billing. Verify the official AWS pricing page for the target region and workflow type.
Portability and vendor lock-in
This is not inherently bad — deep platform integration is a feature, not a flaw. But it's a trade-off worth understanding upfront.
Step Functions: AWS-native
Step Functions uses Amazon States Language (ASL) — a JSON-based workflow definition specific to AWS. Workflows integrate directly with Lambda, SQS, DynamoDB, SNS, ECS, and 200+ other AWS services via native SDK integrations.
This deep integration is a major strength within AWS. The trade-off: migrating workflows off AWS means rewriting them. ASL has no equivalent outside the AWS ecosystem, and native service integrations would need to be replaced with custom code.
Orch8: infrastructure-independent
Orch8 sequences are defined in a generic JSON DSL. Workers are plain REST endpoints — they can run on any cloud, any container platform, or bare metal. There is no proprietary service integration layer.
Move from AWS to GCP, Azure, or on-prem without changing workflow definitions or worker code. The engine itself runs anywhere a Rust binary and PostgreSQL (or SQLite) can run.
Step Functions — Amazon States Language
{
"StartAt": "SendWelcomeEmail",
"States": {
"SendWelcomeEmail": {
"Type": "Task",
"Resource": "arn:aws:lambda:us-east-1:123:function:sendEmail",
"Next": "WaitThreeDays"
},
"WaitThreeDays": {
"Type": "Wait",
"Seconds": 259200,
"Next": "SendFollowUp"
},
"SendFollowUp": {
"Type": "Task",
"Resource": "arn:aws:lambda:us-east-1:123:function:sendFollowUp",
"End": true
}
}
}Orch8 — portable JSON DSL
{
"sequence_id": "onboarding",
"steps": [
{
"handler": "send_welcome",
"delay": { "duration": 0 }
},
{
"handler": "send_follow_up",
"delay": { "duration": 259200000 },
"delay_business_days_only": true,
"timezone": "America/New_York"
}
]
}When to use which
The right choice depends on your cloud strategy, volume, and operational preferences.
All-in on the AWS ecosystem
Step FunctionsStep Functions integrates natively with Lambda, SQS, DynamoDB, and 200+ AWS services. If your stack is AWS-native, the integration depth is unmatched.
Need vendor independence or multi-cloud portability
Orch8Generic JSON DSL and REST workers run on any cloud or on-prem. No proprietary service integrations to rewrite when you migrate.
Low-volume workflows with zero ops desire
Step FunctionsFully managed, near-free at low volume, no infrastructure to maintain. The right choice when operational simplicity is the top priority within AWS.
High-volume workflows with predictable pricing
Orch8Self-hosting replaces per-transition service pricing with infrastructure and operations costs; benchmark both models for the real workload.
Deep Lambda / SQS / DynamoDB integration needed
Step FunctionsNative SDK integrations call AWS services directly without writing glue code. No Lambda function needed for simple service-to-service orchestration.
Workers in languages or platforms beyond Lambda support
Orch8REST long-poll workers can be written in any language, deployed on any platform. No SDK lock-in, no Lambda cold-start constraints.
Business-day scheduling, timezone awareness, rate limiting
Orch8First-class features in the JSON DSL — not custom code layered on top. Built-in warmup ramps, resource pool rotation, and per-resource rate limits.
Enterprise compliance out of the box (SOC2, HIPAA, FedRAMP)
Step FunctionsAWS carries the compliance burden. Step Functions inherits AWS certifications. Self-hosted engines require you to handle compliance yourself.
AI agent orchestration with crash recovery
Orch8Plain HTTP handlers can call LLMs without workflow-code replay constraints. Snapshot recovery restores the last committed checkpoint, with built-in human approval gates and rate limiting.
They can coexist. Run Orch8 on ECS or EKS alongside Step Functions. Use Step Functions for AWS-native service orchestration and Orch8 for campaign-style workflows, AI agents, and workloads that need vendor-independent scheduling — all within the same infrastructure.