How Each Platform Counts Usage
Zapier: Tasks
Every action step in a Zap counts as one task. A trigger does NOT count. A 5-step Zap (1 trigger + 4 actions) running once burns 4 tasks. Running it 100 times/month = 400 tasks. Zapier Professional gives you 750 tasks/month for $29.99/month. Team gives 2,000 tasks for $103.50/month. Multi-step Zaps are where costs escalate because each step multiplies the count.
Make: Operations
Every module execution counts as one operation. This includes the trigger module. A 5-module scenario running once = 5 operations. Running it 100 times/month = 500 operations. Make Core gives you 10,000 operations/month for $10.59/month. Pro gives 10,000 operations for $18.82/month with priority execution. The key difference: Make gives you 13x more capacity than Zapier for 65% less money.
n8n: Executions
n8n counts workflow executions, not individual steps. A 5-node workflow running once = 1 execution (not 5). Running it 100 times/month = 100 executions. n8n Starter gives 2,500 executions/month for $20/month (EUR). Self-hosted community edition is unlimited and free. This counting method is the most generous for complex workflows.
Pipedream: Credits
Pipedream uses credits. Each invocation costs 1 credit for the first 30 seconds of compute, then additional credits for longer executions. Basic plan gives 2,000 credits/month for $29/month. Free plan gives 100 credits/month. Credits also vary by compute intensity — an HTTP request costs less than an AI-heavy workflow.
Side-by-Side Cost Comparison
Scenario: A 5-step workflow that runs 200 times per month.
| Platform | Plan | Price | Usage Consumed | % of Limit |
|---|---|---|---|---|
| Zapier | Professional | $29.99/mo | 800 tasks (4 actions × 200 runs) | 107% — over limit |
| Make | Core | $10.59/mo | 1,000 ops (5 modules × 200 runs) | 10% of limit |
| n8n | Starter | $20/mo | 200 executions | 8% of limit |
| Pipedream | Basic | $29/mo | ~200 credits | 10% of limit |
Zapier exceeds its Professional limit with this single workflow. The same workflow uses just 10% of Make Core's capacity. This is why teams with multi-step workflows consistently save money switching from Zapier to Make.
The Multi-Step Task Trap
Zapier's task counting makes multi-step Zaps disproportionately expensive. A simple 2-step Zap (trigger + 1 action) running 750 times/month fits in Professional (750 tasks). But add 4 more action steps and the same 750 runs burn 3,750 tasks — requiring the Team plan ($103.50/month). Your workflow didn't change meaningfully, but your bill tripled.
On Make Core ($10.59/month), 750 runs of a 5-step scenario = 3,750 operations. You're still within the 10,000 operation limit with 62% headroom.
When Usage-Based Pricing Makes Sense
- Low volume: Under 100 tasks/month, Zapier Free (100 tasks, two-step) or Make Free (1,000 ops, 2 scenarios) costs $0.
- Variable volume: If your automation volume fluctuates seasonally, usage-based avoids paying for capacity you don't use in quiet months.
- Testing phase: Start on usage-based free tiers while validating your workflows, then switch to paid plans once you know your actual volume.
Frequently Asked Questions
What happens when I exceed my task/operation limit?
Zapier auto-pauses your Zaps and prompts an upgrade. Make pauses scenario execution until the next billing cycle. n8n Cloud pauses executions. Pipedream holds events in a queue. None charge overage fees automatically — they just stop working.
Is n8n's execution-based counting always cheapest?
For complex workflows, yes. A 20-step workflow costs 1 execution on n8n but 19 tasks on Zapier and 20 operations on Make. For simple 2-step workflows, the counting method matters less and Make's 10,000 ops at $10.59/month is the best value.
Can I predict my usage before committing?
Yes. Start on free tiers for 1–2 months and track actual consumption. Zapier shows task usage in your dashboard. Make shows operation counts per scenario. Use this data to pick the right paid tier.
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