⚡ Enterprise Automation TCO Benchmark
Shopify High-Volume Order Processing: 50,000 Operations (5 Steps) Cost Calculator
Order count does not equal automation workload. A single checkout webhook often updates inventory, pings a 3PL API, writes to your CRM, and alerts Slack. In high-volume stores, Zapier task limits disappear during sales spikes.
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Sponsored Disclosure: Workflow Ledger partners with Make. When you register through our link, we may earn a referral commission at zero additional cost to you. This benchmark reflects independent math from official public pricing.
Cost Comparison by Tier (50,000 Monthly Operations)
| Automation Platform | Modeled Workload | Included Monthly Allowance | Monthly Billing | Annual Total | Pricing Terms & Basis |
|---|---|---|---|---|---|
| Make Core Recommended | 51,000 credits | 80,000/month | $97.00 | $864.00 | USD; US region; standard one-credit modules |
| Make Pro | 51,000 credits | 80,000/month | $161.00 | $1,416.00 | USD; US region; standard one-credit modules |
| Make Teams | 51,000 credits | 80,000/month | $305.00 | $2,700.00 | USD; US region; standard one-credit modules |
| Zapier Starter (legacy) | 51,000 modeled tasks | Custom Quote Needed | Not quoted | Not quoted | Not offered on current public pricing; contract required |
| Zapier Professional | 51,000 standard tasks | 100,000/month | $733.50 | $5,868.00 | USD; successful standard steps; no pay-per-task overage |
| Zapier Team | 51,000 standard tasks | 100,000/month | $898.50 | $7,188.00 | USD; successful standard steps; no pay-per-task overage |
| n8n Cloud Pro | 10,200 executions | 50,000/month | $159.50 | $1,595.00 | EUR 145/mo or EUR 1450/yr (EUR/USD = 1.10) |
| n8n Self-hosted Community | 10,200 executions; unverified | Benchmark required | $26.00 | $312.00 (Est. TCO) | $6 VPS + 1 maintenance hr × $20; hypothetical TCO |
* Annual totals represent upfront annual billing commitments, excluding local taxes. Self-hosted TCO reflects modeled server and maintenance estimates.
Workload & Retry Architecture
- Baseline Volume: 50,000 standard operations per month ÷ 5 counted steps = 10,000 initial workflow executions.
- Retry Overhead: A 2% failure/replay allowance budgets 10,200 total executions (51,000 billable credits/tasks).
- Execution vs Task Metering: n8n meters complete scenario executions (10,200), while Make and Zapier bill on modular step actions (51,000).
- Optimization Insight: A 2% webhook replay buffer is modeled here. Always verify order and event IDs before mutating downstream state to prevent duplicate fulfillment while keeping task consumption predictable.
Pre-Migration Technical Audit
Test peak order burst rates and idempotency handling. Shopify app fees and platform API thresholds are calculated independently.
Official reference documentation: Make Pricing · Make Credit System · Zapier Pricing · n8n Pricing