Independent Research · Unvarnished Reviews
n8n, Make, and Pipedream sit one tier more technical than Zapier and Make's mainstream competitor set, all three appeal to developers and technically comfortable teams who want more control, more complex logic, or lower cost per execution than simpler no-code tools provide. This report covers different ground than this site's Zapier vs. Make vs. Workato report; Make appears in both because it competes in both markets, mainstream no-code automation and technical, developer-oriented automation, depending on which competitor it's measured against.
The finding that should change how a technical team budgets this category: n8n is the only platform of the three offering a free, unlimited-execution self-hosted option, and that option structurally breaks the per-execution billing model that governs every other platform here, including n8n's own Cloud tier. Pipedream, by contrast, offers no self-hosting at any price point; every dollar of usage runs through its metered cloud billing with no escape hatch.
| Platform | G2 Rating | Reviews (G2) | Note |
|---|---|---|---|
| n8n | 4.8 / 5 | ~219 | Highest-rated of the three; reviewers specifically cite flexibility and self-hosting control |
| Make | 4.6 / 5 | ~270 | Skews small-business (76.2% of reviews) |
| Pipedream | 4.6 / 5 | ~16 | Smallest review base of the three by a wide margin |
n8n rates highest of the three, with reviewers consistently citing its open architecture and self-hosting flexibility as the deciding factor over more managed alternatives.
n8n's Community Edition is free and open source (fair-code license) with unlimited workflow executions, all 400+ integrations, and no license fee, the only real cost is server infrastructure, commonly cited at $10-20/month for a capable managed VPS. n8n Cloud, the managed alternative, prices differently: Starter at $24/month for 2,500 executions/month, Pro at $60/month for 10,000 executions/month, and a Business tier introduced in 2026 at $800/month for 40,000 executions/month with self-hosting available as an add-on option; Enterprise is custom. A 2026 pricing change removed workflow and user caps from every Cloud plan, only execution volume now affects the bill.
n8n also introduced tiered pricing for self-hosted Enterprise features (SSO, LDAP, audit logs) in 2026, a change independent sources describe as having "sparked a heated community discussion" among users who had expected the self-hosted path to remain fully free regardless of feature depth. The core Community Edition itself remains free and unlimited; it's specifically the enterprise governance layer on top of self-hosting that now carries a cost.
Make's pricing is unchanged from this site's prior coverage: Free includes 1,000 operations/month across up to 2 scenarios; Core starts around $9-12/month for 10,000 operations; Pro and Teams scale further. Make offers no self-hosting option at any tier, its cost advantage in this comparison isn't a self-hosted escape hatch, it's Make's own operation-based billing (charging only for executed modules, not filtered branches), which remains meaningfully cheaper than simple per-execution counting at comparable volume. Reviewers rate Make behind n8n specifically on flexibility and infrastructure control, the two dimensions where n8n's self-hosting option gives it a structural advantage this comparison is built around.
Pipedream prices on credits, a unit combining execution time and memory rather than a simple per-run count: Free includes roughly 300 credits/month across 3 workflows; Basic runs around $29/month for approximately 2,000-10,000 credits/month depending on plan specifics; Advanced runs $49-79/month with unlimited workflows; Business is custom-quoted with dedicated infrastructure. Pipedream offers no self-hosting option at any published tier, cloud-only is a structural feature of the product, not a temporary limitation.
The development every buyer evaluating Pipedream should know: Workday announced a definitive agreement to acquire Pipedream on November 19, 2025, with the deal expected to close by the end of January 2026, well before this report's publication. Workday's stated rationale is extending its enterprise AI agent platform with Pipedream's 3,000+ connectors, following Workday's same-period acquisitions of Sana and Flowise. This is a real, structural change for any organization evaluating or already running on Pipedream; independent reviewers have specifically flagged "Workday acquisition and recent pricing changes" as the platform's primary near-term risk factors, distinct from any technical limitation.
| Platform | Self-Hosting | Billing Unit | Representative Tier |
|---|---|---|---|
| n8n | Yes, free, unlimited (Community Edition) | Execution (Cloud only) | Cloud Pro: $60/mo, 10,000 executions |
| Make | No | Operation (executed modules only) | Core: ~$9-12/mo, 10,000 operations |
| Pipedream | No | Credit (execution time × memory) | Basic: ~$29/mo |
Because these three platforms meter usage on fundamentally different units, execution count, operation count, and time-weighted credits, this comparison uses each platform's own documented tier boundaries rather than forcing an artificial single-volume match across incompatible billing models.
| Platform | Path | What It Costs | Annual |
|---|---|---|---|
| n8n | Self-hosted Community Edition, any volume | ~$10-20/month VPS only | ~$120-$240 |
| n8n | Cloud Business, 40,000 executions/mo | $800/month | $9,600 |
| Make | Core tier, 10,000 operations/mo | ~$9-12/month | ~$108-$144 |
| Pipedream | Basic tier | ~$29/month | ~$348 |
The gap between n8n's two rows is the entire point of this comparison: identical software, identical execution capability, a 40x-80x cost difference depending purely on whether an organization is willing and able to manage its own server. That capability requirement is real, self-hosting means an organization owns uptime, security patching, and scaling, costs Cloud and Pipedream both absorb into their price. For a team with even modest DevOps capacity, self-hosted n8n is very likely the least expensive path in this entire category at any real production volume.
The dollar costs covered above are only half of what each platform actually asks of a team. The skill and time investment differs just as sharply, and it tracks closely with which platform requires self-hosting versus which is fully managed.
| Dimension | n8n | Make | Pipedream |
|---|---|---|---|
| Implementation | Cloud tier onboarding is moderate; self-hosting is independently documented as requiring hands-on setup, database and environment configuration, and ongoing maintenance from day one | Moderate; independent estimates put time-to-productivity around 3-5 hours for a team learning the scenario/module/canvas model, faster than n8n's node-based self-hosted setup, slower than Zapier's linear builder | Documented as the slowest onboarding of the three for teams without a coding background; fully managed and auto-scaling, so there's no infrastructure to stand up, but productive use assumes comfort writing or reading code |
| Admin dependency | Highest of the three if self-hosted: Independent estimates put self-hosting labor and infrastructure at $200-$500/month even for small deployments, on top of the platform being free; the Cloud tier removes this entirely | Low; cloud-only by design, no self-hosting option exists, so there's no infrastructure administration burden at any tier | Low; cloud-only and fully managed, similar to Make in removing infrastructure administration, though debugging code-based steps is a real, separate skill requirement |
| Learning curve | Described as steep across nearly every independent source checked for this report, compounded by the self-hosting knowledge (Docker, server administration, security) required to use n8n's most cost-effective tier at all | Steeper than Zapier but more intuitive than n8n's node canvas for most users, per independent comparisons; the routers, iterators, and aggregators that power complex branching logic are the main source of ramp-up time | Steepest for non-technical users specifically; independent reviews consistently note it assumes a coding mindset, with less polished visual tooling and fewer plug-and-play templates than either n8n or Make |
The pattern holds together with the pricing structure already covered above: n8n's free, unlimited self-hosted tier is the cheapest option in dollar terms and the most demanding in skill and ongoing labor, the DevOps knowledge required to run it well is a real, recurring cost that doesn't show up on an invoice. Make and Pipedream both remove that infrastructure burden by staying cloud-only, trading some cost-efficiency at scale for a lower operational floor. Between those two, the split is about audience, not difficulty in the abstract: Make's visual canvas suits teams that think in flowcharts, Pipedream's code-first model suits teams that already think in code.
Choose n8n if: Your team has real DevOps capacity and wants the lowest possible cost at any production volume via self-hosting, or wants a managed cloud option with the flexibility to migrate to self-hosted later without switching platforms entirely.
Choose Make if: You want strong operation-based economics without managing any infrastructure yourself, and your workflows are well-served by Make's visual, no-self-hosting-required model.
Choose Pipedream if: Code-first, event-driven workflows with full programming language access are a real requirement, and you're comfortable evaluating the platform with the Workday acquisition's roadmap uncertainty priced in, not ignored.
Everyone: If your organization has any DevOps capability at all, model self-hosted n8n explicitly before assuming a managed cloud platform is the default choice. The cost gap between self-hosting and any of the metered cloud options in this comparison is large enough to change the decision entirely, not just shave a percentage off the bill.
n8n, Make, and Pipedream are all credible, well-reviewed platforms for technically oriented automation, each with a distinctly different cost structure: n8n uniquely offers a real, free, unlimited-execution self-hosted path that the other two don't have at any price; Make offers strong managed-cloud economics without that option; Pipedream offers the deepest code-first flexibility, cloud-only, now under new ownership following Workday's acquisition. The real finding this comparison surfaces isn't which platform is cheapest per execution, it's that self-hosting capability, where available, is worth more than any per-unit pricing difference this category has to offer.