Alternative
Best n8n Alternatives in 2026: Make, Zapier & Gumloop
Compare n8n alternatives including Make, Zapier and Gumloop by pricing, usage model, self-hosting, integrations, AI agents, code and best-fit teams.
n8n is built for technical automation, but not every team needs self-hosting, code or execution-based pricing. Make provides a highly visual automation canvas with a broad SaaS ecosystem. Zapier prioritizes ease of adoption and app coverage for mainstream business users. Gumloop is more AI-native, with agents, model access and unlimited seats at its self-serve Pro tier.
For this comparison, we selected Make, Zapier and Gumloop because all three are approved SearchSagar Tool records and each offers a different answer to the same question: how should a team automate work across applications and AI systems?
Quick verdict
Choose Make when visual workflow design and broad SaaS automation matter more than self-hosting or embedded code. Choose Zapier when nontechnical teams want the largest mainstream app ecosystem and straightforward business automation. Choose Gumloop when AI agents, model choice and team-wide AI orchestration are the central workload. Stay with n8n when code, self-hosting, APIs and execution-based pricing provide a meaningful advantage for complex workflows.
Key takeaways
- n8n Starter costs €20/month billed annually for 2,500 complete workflow executions, while Pro costs €50 for 10,000
- n8n Community Edition is free to self-host
- Make Core is $12/month at 10,000 credits and each module action generally consumes one credit
- Zapier Professional starts at $19.99/month and uses task-based pricing across Zaps, AI, code, MCP and SDK
- Gumloop Free includes 5,000 credits for one user while Pro starts at $37/month with 20,000 credits and unlimited seats
- n8n is the strongest fit for code, self-hosting and long multi-step workflows
- Make is a strong visual-first alternative for operations teams
- Zapier offers 9,000+ apps and is easier for many business users
- Gumloop is the most AI-agent-first option in this comparison
N
n8n Tested
Workflow automation and AI-agent platform combining visual orchestration, code and self-hosting
Best for: Technical operations, product and engineering teams that want flexible cross-app automation with AI, APIs and code while retaining the option to self-host.
Features and capabilities5.0
Usability and implementation4.5
Pricing and value transparency4.7
Integrations, security and trust4.9
Key features
- Enterprise security
- AI Assistant and AI Builder
- Git Version Control and Environments
- Visual Workflow Builder
- Self-Hosted Community Edition
Pros
- G2 reviewers strongly praise n8n for combining a visual workflow builder with custom JavaScript and Python when no-code nodes are not enough.
- n8n charges cloud plans by complete workflow execution rather than every individual workflow step, which can make complex automations more economical.
- Community Edition provides permanent free self-hosted access to core n8n capabilities with no time limit.
Cons
- G2 feedback indicates that advanced workflows can have a learning curve, especially around data mapping, custom code and production debugging.
- Community self-hosting is free software but still requires infrastructure, maintenance, backups, monitoring and security expertise.
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Why users may look for an n8n alternative
The most common reason is complexity. n8n is flexible because it exposes expressions, workflow data, APIs, code and deployment choices, but those same capabilities create a steeper learning curve than simpler automation tools.
Another reason is infrastructure. Community Edition and Business users who self-host are responsible for operating their own environment. A team that wants zero infrastructure responsibility may prefer Make, Zapier or Gumloop.
Finally, execution pricing is not always the cheapest model. It benefits complex workflows, but a very high-frequency one-step workflow can consume n8n executions rapidly even though it contains little logic.
Testing methodology
This comparison is research-based and uses current official vendor pricing and product documentation plus approved SearchSagar Tool records. SearchSagar has not claimed hands-on benchmark testing for these platforms unless separately documented.
n8n alternatives at a glance
| Criteria | n8n | Make | Zapier | Gumloop |
|---|---|---|---|---|
| Best for | Technical automation, code, AI agents and self-hosting | Visual multi-step SaaS automation | Mainstream no-code business automation | AI-first agents and team orchestration |
| Free access | Community Edition self-hosted; Cloud trial | Free with 1,000 credits/month | Free with 100 tasks/month | Free with 5,000 credits/month |
| Paid starting point | €20/month annual Starter | $12/month Core at 10k credits | $19.99/month Professional | $37/month Pro |
| Primary usage meter | Complete workflow executions | Executed module actions | Tasks with variable rates for some AI/code actions | Model, tool and compute-based credits |
| Self-hosting | Yes | No | No | Enterprise/VPC options |
| Code | JavaScript and Python nodes | Functions/custom integrations | Code by Zapier | AI workflows with tool/model configuration |
| Main advantage | Control and predictable long-workflow pricing | Visual orchestration and app breadth | Ease of adoption and 9,000+ apps | AI-agent focus and unlimited Pro seats |
1. Make — Best for visual multi-step automation
Best for: Operations, marketing and automation teams that want a visual canvas for complex SaaS workflows without managing self-hosted infrastructure.
What differentiates Make?
Make uses a visual scenario builder with routers, filters, transformations, AI applications and agent capabilities. Its Free plan includes 1,000 credits per month. At the current 10,000-credit level, Core costs $12 per month, Pro $21 and Teams $38.
Make generally counts each executed module action as a credit. This differs from n8n, where a full workflow run counts once regardless of how many steps it contains.
M
Make Tested
Visual automation platform for workflows, AI agents, integrations and MCP tools
Best for: Operations, marketing, sales and technical teams that need transparent visual automation across many SaaS apps, APIs and AI models.
Features and capabilities4.9
Usability and implementation4.6
Pricing and value transparency4.7
Integrations, security and trust4.9
Key features
- 9,000+ App Integrations
- Enterprise security and governance
- Make AI Agents
- Routers and Filters
- Execution Logs
Pros
- G2 reviewers consistently praise Make's broad automation capabilities and ability to connect many business applications in one visual workflow.
- The platform supports 3,000+ verified apps and can also connect custom systems through APIs, reducing the need for custom integration code.
- Make AI Agents combine adaptive AI reasoning with visible deterministic automation rather than hiding agent behavior in an opaque black box.
Cons
- G2 reviewers report a learning curve for more complex routers, iterators, data mapping and advanced multi-step scenarios.
- Credit consumption can become difficult to forecast because every module action in every scenario run contributes to usage.
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Where Make may be better than n8n
- Visual-first experience: complex workflows can be easier for non-developers to understand spatially.
- Lower managed starting price: Core begins at $12 rather than n8n Starter at €20 annual-equivalent.
- Large SaaS catalog: Make currently advertises 3,000+ apps.
- No infrastructure management: teams use Make as a hosted service.
- AI and deterministic automation together: current Make products include AI applications, MCP and agent workflows.
Where n8n may be better
- Execution-based billing: long workflows do not charge separately for every step.
- Self-hosting: Community Edition provides infrastructure and data-location control.
- Code: JavaScript and Python can be embedded directly in workflows.
- Developer extensibility: custom APIs, nodes and self-hosted runtime controls are deeper.
Choose Make if visual usability and hosted SaaS automation matter most. Choose n8n if technical control and complex-workflow economics matter more.
2. Zapier — Best for ease of adoption and app coverage
Best for: Business teams that want a familiar no-code automation product with a very large application ecosystem and minimal technical setup.
What differentiates Zapier?
Zapier currently connects more than 9,000 apps and bundles Zap workflows, Tables, Forms, MCP and developer tooling into its broader automation platform. Free includes 100 tasks per month. Professional starts at $19.99 per month, Team at $69 and Enterprise is custom.
Zapier now uses a shared task pool across Zaps, AI steps, code, MCP and SDK. Task rates can vary according to AI model tier, code runtime and connector type.
Z
Zapier Tested
AI orchestration and workflow automation platform connecting 9,000+ apps with Zaps, Tables, Forms, MCP, AI steps and developer tools.
Best for: Individuals and teams that need a broad app-integration catalog and want to automate cross-tool business processes without maintaining custom integration infrastructure.
Features and capabilities4.8
Usability and implementation4.5
Pricing and value transparency3.8
Integrations, security and trust4.9
Key features
- Zapier Tables
- Zapier MCP
- 9,000+ App Integrations
- Zapier Copilot
- Webhooks
Pros
- Zapier supports 9,000+ app integrations, giving teams one of the broadest prebuilt connector catalogs in the automation market.
- Current plans bundle Zap workflows, Tables, Forms and Zapier MCP, reducing the need to buy those core building blocks separately.
- The visual builder, Copilot and large template ecosystem make simple automations approachable for non-developers while webhooks and code extend advanced use cases.
Cons
- Task-based billing can become expensive or harder to predict as workflow volume and the number of billable action steps increase.
- AI model tiers, tool calls and extended code runtimes can consume multiple tasks, so advanced AI workflows require closer usage monitoring.
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Where Zapier may be better than n8n
- 9,000+ app ecosystem: mainstream SaaS coverage is exceptionally broad.
- Beginner accessibility: simple business automations can be easier to create and maintain.
- Native Forms and Tables: data collection and lightweight storage are included in the platform.
- Team packaging: Team currently includes up to 25 users with no per-user add-on cost.
- MCP and SDK: Zapier actions can be exposed to AI systems and custom integrations.
Where n8n may be better
- Complex workflow cost: one n8n workflow execution can contain many steps without multiplying the execution count.
- Self-hosting: n8n gives technical teams direct infrastructure control.
- Embedded code: JavaScript and Python provide more flexibility inside the workflow itself.
- AI-agent architecture: n8n is well suited to custom RAG, tool calling and model workflows.
Choose Zapier when adoption speed and app coverage are the priority. Choose n8n when workflows are technically complex or need self-hosting.
3. Gumloop — Best for AI-first agent automation
Best for: Teams that want to build AI agents and AI-heavy workflows with multiple models, tools, shared knowledge and organization-wide collaboration.
What differentiates Gumloop?
Gumloop is designed around AI agents and flows rather than traditional app-to-app automation first. Free currently includes 5,000 monthly credits for one seat. Pro starts at $37 per month with 20,000 credits and includes unlimited seats, teams and agents.
Gumloop currently defines one credit as $0.005 and calculates agent usage from model-token cost, tool calls and compute with an 8 percent orchestration fee. Pro also supports BYOK, hosted MCP and connector policies.
G
Gumloop Tested
No-code AI agent and workflow platform with models, connectors and enterprise governance
Best for: Operations, sales, marketing and technical teams that want to build AI agents and deterministic workflows across many SaaS tools without maintaining their own orchestration infrastructure.
Features and capabilities4.8
Usability and implementation4.6
Pricing and value transparency4.3
Integrations, security and trust4.8
Key features
- Company Brain
- Bring Your Own Key
- Enterprise security and governance
- CLI and Developer Tools
- 180+ Built-In Connectors
Pros
- G2 reviewers praise Gumloop's intuitive visual experience and the ability to move from an idea to a working automation without being a software engineer.
- Pro includes unlimited agents, seats and teams, reducing seat-based friction for organizations that want broad internal experimentation.
- The platform supports 35+ models and BYOK for OpenAI, Anthropic, Gemini, xAI, Perplexity, DeepSeek and Fireworks, letting teams choose models by task.
Cons
- G2's current Gumloop review base is only seven reviews, so its 4.8/5 rating has much less evidence than mature automation platforms.
- The old permanent Free plan has been replaced by a 14-day Pro trial for new accounts, increasing the commitment required to keep using the platform.
unverified USD 37/month(unverified)
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Where Gumloop may be better than n8n
- AI-first design: agents, models, Company Brain and tool orchestration are central to the product.
- Unlimited Pro seats: collaboration does not increase the base subscription by user count.
- Built-in model access: current Pro includes access to 35+ models plus BYOK.
- Usage transparency for AI: model, tool and compute economics are made explicit.
- 14-day Pro trial: teams can evaluate the paid AI workflow experience before subscribing.
Where n8n may be better
- Self-hosted Community Edition: teams can operate core automation without a paid license.
- Deterministic workflow depth: n8n is mature for ordinary APIs, databases and business processes as well as AI.
- Execution-based pricing: workflows are not primarily charged from model/tool/compute cost.
- Developer control: code, custom runtime configuration and self-hosted architecture give technical teams more flexibility.
Choose Gumloop if AI agents are the main product. Choose n8n if AI is one part of a wider technical automation platform.
n8n vs Make vs Zapier vs Gumloop: pricing perspective
n8n Starter is €20 per month billed annually for 2,500 complete executions. Make Core is $12 for 10,000 module credits. Zapier Professional starts at $19.99 with task-based pricing. Gumloop Pro starts at $37 for 20,000 AI-oriented credits.
The headline allowance is not comparable across vendors. A ten-step automation can consume one n8n execution, roughly ten Make credits, several Zapier tasks and a variable number of Gumloop credits depending on models and tools. Use the same workflow to compare real cost.
Which n8n alternative should you choose?
Choose Make if your team values visual automation and hosted simplicity. Choose Zapier if broad app coverage and ease of adoption matter most. Choose Gumloop if AI agents and model orchestration dominate the workload. Stay with n8n if code, APIs, self-hosting and long complex workflows are the reasons you automate.
Who should use this
- Consider an n8n alternative when another operating model fits better: Make for visual SaaS automation, Zapier for mainstream no-code adoption and app breadth, or Gumloop for AI-first agents and unlimited Pro seats.
Who should avoid this
- Do not choose from monthly price alone. n8n executions, Make credits, Zapier tasks and Gumloop credits measure different units, so compare a representative workflow with real monthly volume.
Related n8n articles
Final comparison
n8n, Make, Zapier and Gumloop represent four different automation philosophies. n8n prioritizes technical control and execution-based workflows. Make prioritizes visual orchestration. Zapier prioritizes accessibility and application breadth. Gumloop prioritizes AI agents and model-driven automation.
The right product depends on both who builds and what they build. A developer-led operations team may prefer n8n. A cross-functional automation team may find Make easier. A general business team can adopt Zapier quickly. An AI operations group may get more leverage from Gumloop. The best evaluation is one real workflow that includes the same data, branches, AI and production volume on every platform.
Expert tip
Prototype one simple workflow and one complex workflow on your shortlist. Simple automations reveal setup friction; complex automations reveal pricing and maintainability. A tool that wins only one of those tests may still be wrong for your overall automation portfolio.
— SearchSagar editorial team
What is the best alternative to n8n?
It depends on the workflow. Make is strong for visual SaaS automation, Zapier for app breadth and easy adoption, and Gumloop for AI-first agents. n8n remains strong for code, self-hosting and complex workflows.
Is Make cheaper than n8n?
Make Core starts at $12 per month while n8n Starter is €20 billed annually. But Make charges module actions and n8n charges full workflow executions, so complex workflow costs can differ substantially.
Is Zapier cheaper than n8n?
Zapier Professional starts at $19.99 per month while n8n Starter is €20 annual-equivalent. Zapier uses task billing and n8n uses workflow-execution billing, so the cheaper option depends on workflow structure.
Is Gumloop cheaper than n8n?
Gumloop Pro starts at $37 per month while n8n Starter is €20 annual-equivalent. Gumloop is more AI-agent focused and includes unlimited Pro seats, so team size and AI usage can change the value comparison.
Which n8n alternative is easiest for nontechnical users?
Zapier is usually the most approachable choice in this comparison for straightforward business automation, while Make offers stronger visual control for more complex no-code workflows.