The Task Counting Problem
Before comparing prices, you need to understand that “task” means something different on every platform. A 5-step workflow that runs 1,000 times per month generates wildly different bills depending on where you run it.
| Platform | Unit Name | What Gets Counted | 5-Step x 1,000 Runs |
|---|---|---|---|
| Zapier | Task | Each action step (trigger excluded) | 4,000 tasks |
| Make | Operation | Each module including trigger | 5,000 operations |
| n8n Cloud | Execution | One complete workflow run | 1,000 executions |
| n8n Self-Hosted | N/A | Unlimited (server cost only) | $0 marginal |
| Pipedream | Credit | Varies by step complexity | ~5,000–10,000 credits |
The key insight: n8n counts per workflow run. Zapier counts per action step. Make counts per module. For complex workflows with many steps, n8n's counting method is dramatically cheaper. For simple 2-step workflows, the difference matters less.
Real Cost at Every Volume Tier
All prices below assume a typical workflow complexity of 4–5 steps. Monthly billing shown (annual billing is 15–25% cheaper on most platforms). n8n self-hosted cost includes a $10/month VPS running Docker.
| Monthly Volume* | Zapier | Make | n8n Cloud | n8n Self-Hosted | Pipedream |
|---|---|---|---|---|---|
| 500 runs | Free | Free | $24/mo | $10/mo | Free |
| 2,000 runs | $29.99/mo | $10.59/mo | $24/mo | $10/mo | $29/mo |
| 5,000 runs | $73.50/mo | $18.82/mo | $24/mo | $10/mo | $29/mo |
| 10,000 runs | $73.50/mo | $18.82/mo | $50/mo | $10/mo | $29/mo |
| 50,000 runs | $373.50/mo | $53.17/mo | $120/mo | $15–25/mo | $79/mo |
*“Runs” = complete workflow executions. Zapier task count = runs x action steps. Make operation count = runs x modules. n8n self-hosted VPS may need upgrade at 50K+ runs.
Zapier: Easiest Setup, Highest Cost at Scale
Zapier's free tier gives you 100 tasks per month on single-step Zaps only. That's enough for light testing but not real production use. The Professional plan at $29.99/month includes 750 tasks with multi-step Zaps.
The problem scales fast. A 5-step Zap running 200 times per month burns 800 tasks — exceeding the 750 allocation on Professional. You need the Team plan at $73.50/month for 2,000 tasks. At high volumes, Zapier becomes the most expensive option by a wide margin.
Why people still use it: Integration library (7,000+ apps), fastest time-to-first-automation (under 10 minutes for simple workflows), and the lowest learning curve of any automation tool. If your time is worth $100+/hour, paying more for Zapier might save you money overall compared to spending hours learning Make or configuring n8n.
Make: Best Price-to-Power Ratio
Make's free plan gives you 1,000 operations per month. The Core plan at $10.59/month gives you 10,000 operations. For most workflows, Make costs 50–80% less than Zapier at equivalent volume.
The tradeoff: Make counts triggers as operations (Zapier doesn't count triggers as tasks). A 5-step scenario on Make generates 5,000 operations per 1,000 runs. The same workflow on Zapier generates 4,000 tasks. But Make's per-operation cost is so much lower that it still wins on price at every volume tier above the free threshold.
The learning curve cost:Make's visual scenario builder is more powerful than Zapier but takes 2–5 hours to learn properly. Data mapping, iterators, aggregators, and error routes are concepts that don't exist in Zapier's simpler model. Budget learning time into your cost calculation.
n8n: Cheapest at Scale (With a Catch)
n8n Cloud starts at $24/month for 2,500 executions. n8n self-hosted costs $0 for the software plus $5–25/month for a VPS, with unlimited executions. At high volume, self-hosted n8n is the cheapest option by a factor of 5–10x.
Self-hosting cost breakdown:
- VPS: $5–10/month for up to 10K executions/month (DigitalOcean, Hetzner, Railway). $15–25/month for 50K+ executions with enough CPU and RAM.
- Setup time: 2–4 hours for Docker setup, DNS configuration, and SSL certificates. Longer if you're new to Docker.
- Maintenance: 1–2 hours per month for updates, monitoring, and occasional troubleshooting. More if workflows break after updates.
- Backup: Automated database backups add $2–5/month on most VPS providers.
Total self-hosting cost:$10–30/month in infrastructure, plus 2–4 hours/month of your time. If you bill $50/hour, that's $100–200/month in opportunity cost. At low volumes, n8n Cloud or Make is cheaper when you factor in your time. At 10,000+ runs/month, self-hosted n8n wins even with the time investment.
Pipedream: The Developer's Wild Card
Pipedream gives you 10 free workflows with 100 daily invocations. The Advanced plan at $29/month gives you unlimited workflows and 30,000 credits. Pipedream is code-first — you write JavaScript or Python for each step, with a visual interface wrapping it.
When Pipedream wins:If you're a developer who prefers writing code to dragging boxes, Pipedream is faster to build complex logic. Custom API integrations are trivial since you're writing actual code. Error handling is more predictable because you control it directly.
When it doesn't:Non-technical users will struggle. There's no visual builder comparable to Make's. The credit system is harder to predict than Zapier's straightforward task counting. And at 50K+ runs, self-hosted n8n is still cheaper.
The Cheapest Answer at Every Volume
| Volume | Cheapest (Cloud) | Cheapest (Self-Host OK) | Easiest |
|---|---|---|---|
| Under 500/mo | Zapier Free / Make Free | Same (free tiers) | Zapier |
| 500–2,000/mo | Make Core ($10.59) | n8n self-hosted ($10) | Zapier |
| 2,000–10,000/mo | Make Core ($18.82) | n8n self-hosted ($10) | Make |
| 10,000–50,000/mo | Make Pro ($34.12) | n8n self-hosted ($15–25) | Make |
| 50,000+/mo | Make Teams ($53.17) | n8n self-hosted ($15–25) | n8n Cloud |
When Cheap = False Economy
The cheapest tool is not always the best value. Three scenarios where saving money on automation tools costs you more in the long run:
Self-hosting when you lack the skills.If you spend 8 hours setting up n8n, 4 hours troubleshooting every month, and lose revenue when your server goes down at 2 AM — you haven't saved money. You've traded cash for stress. If you're not comfortable with Docker, SSH, and basic server administration, pay for Make Cloud.
Choosing Make over Zapier when your team can't use it. Make is cheaper per operation, but if your marketing team needs 3 days of training to build a simple automation (versus 10 minutes on Zapier), the labor cost dwarfs the subscription savings. Match the tool to the team, not the spreadsheet.
Optimizing for free when your automations fail silently. Free tiers on Zapier and Make have limited error handling, no retry logic, and basic monitoring. A failed automation that drops leads or breaks a customer workflow costs more than any paid plan. If automation reliability directly impacts revenue, pay for a plan with proper error handling and alerting.
Common Mistakes
- Comparing headline prices without normalizing task counts. Zapier at $29.99/month for 750 tasks looks comparable to Make at $10.59/month for 10,000 operations. It's not. The same workload costs 3–5x more on Zapier.
- Forgetting that workflow complexity multiplies cost. A 10-step Zapier workflow burns 9 tasks per run. The same workflow on Make burns 10 operations, but those operations cost a fraction of Zapier tasks. As workflows get complex, Zapier's cost advantage at low volume disappears.
- Ignoring the cost of your time. Self-hosted n8n costs $10/month in server fees but 3–5 hours/month in maintenance. If your hourly rate is $75, that's $225–375/month in hidden cost. Only self-host if the volume justifies it (typically 5,000+ runs/month).
- Not checking integration availability. Make and n8n have fewer native integrations than Zapier. If you need to connect a niche SaaS tool, check that the integration exists before migrating. Building custom API integrations takes hours.
- Choosing annual billing before testing. Annual plans save 15–25%, but you're locked in. Test the platform for 1–2 months on monthly billing before committing to annual.
Frequently Asked Questions
What is the cheapest automation tool overall?
Self-hosted n8n at $10–25/month for unlimited executions, if you have the technical skills. For cloud-hosted, Make is cheapest at every volume above the free tier. Zapier is the most expensive at scale but the easiest to use.
Is n8n really free?
n8n Community Edition (self-hosted) is free and open-source with unlimited executions. You pay for the server ($5–25/month VPS) and your time to maintain it. n8n Cloud is a paid service starting at $24/month for 2,500 executions.
How many tasks does Zapier's free plan include?
Zapier Free includes 100 tasks per month with single-step Zaps only. Multi-step Zaps require the Professional plan at $29.99/month for 750 tasks. At typical workflow complexity, 750 tasks covers roughly 150–200 workflow runs per month.
Should I switch from Zapier to Make to save money?
If you're spending over $50/month on Zapier and running 2,000+ tasks, Make will likely cut your bill by 50–70%. Budget 5–10 hours to rebuild your workflows and 2–3 hours to learn Make's interface. The savings are real but the migration is manual.
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