⚡ Enterprise Automation TCO Benchmark
Shopify High-Volume Order Processing: 100,000 Operations (2 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 (100,000 Monthly Operations)
| Automation Platform | Modeled Workload | Included Monthly Allowance | Monthly Billing | Annual Total | Pricing Terms & Basis |
|---|---|---|---|---|---|
| Make Core Recommended | 102,000 credits | 150,000/month | $175.00 | $1,548.00 | USD; US region; standard one-credit modules |
| Make Pro | 102,000 credits | 150,000/month | $271.00 | $2,388.00 | USD; US region; standard one-credit modules |
| Make Teams | 102,000 credits | 150,000/month | $515.00 | $4,548.00 | USD; US region; standard one-credit modules |
| Zapier Starter (legacy) | 102,000 modeled tasks | Custom Quote Needed | Not quoted | Not quoted | Not offered on current public pricing; contract required |
| Zapier Professional | 102,000 standard tasks | 200,000/month | $1,149.00 | $9,228.00 | USD; successful standard steps; no pay-per-task overage |
| Zapier Team | 102,000 standard tasks | 200,000/month | $1,499.00 | $11,988.00 | USD; successful standard steps; no pay-per-task overage |
| n8n Cloud | 51,000 executions | Custom Quote Needed | Not quoted | Not quoted | Above 50,000-execution Pro tier; larger quote required |
| n8n Self-hosted Community | 51,000 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: 100,000 standard operations per month ÷ 2 counted steps = 50,000 initial workflow executions.
- Retry Overhead: A 2% failure/replay allowance budgets 51,000 total executions (102,000 billable credits/tasks).
- Execution vs Task Metering: n8n meters complete scenario executions (51,000), while Make and Zapier bill on modular step actions (102,000).
- 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