{"data":{"slug":"advanced-automation","name":"Run multi-step, high-volume automations","category":"automation","description":"Complex automations with branching, loops, error handling, code steps and high task volumes.","synonyms":["complex automation","high volume automation","branching workflows","self-hosted automation","etl","data sync"],"links":{"page":"/capabilities/advanced-automation","api":"/api/v1/capabilities/advanced-automation"},"outcomes":["run thousands of automation tasks a month cheaply"],"keyDimensions":["reliability","precision"],"related":["workflow-automation","code-generation"],"solutions":[{"tool":"make","toolName":"Make","fit":"native","scores":{"quality":5,"ease":3,"precision":5,"batch":5,"reliability":4},"skill":"basic","availableOnPlans":"all","cheapestQualifyingPlan":{"id":"free","name":"Free","monthlyUSD":0,"unit":"account","evidenceStatus":"verified"},"limitations":["Very large scenarios become hard to maintain","Code execution consumes extra credits"],"evidence":{"status":"editorial","sources":[]}},{"tool":"n8n","toolName":"n8n","fit":"native","scores":{"quality":5,"ease":2,"precision":5,"batch":5,"reliability":4,"privacy":5},"skill":"technical","availableOnPlans":"all","cheapestQualifyingPlan":{"id":"community","name":"Community Edition (self-hosted)","monthlyUSD":0,"unit":"account","evidenceStatus":"verified"},"limitations":["Self-hosting means you own uptime, backups, security patches and scaling","Steeper learning curve for non-technical users"],"evidence":{"status":"editorial","sources":[{"url":"https://n8n.io/pricing/","title":"n8n pricing","accessedAt":"2026-10-13"}]}},{"tool":"zapier","toolName":"Zapier","fit":"strong","scores":{"quality":4,"ease":4,"precision":3,"batch":2,"reliability":4},"skill":"basic","availableOnPlans":["pro","team","enterprise"],"cheapestQualifyingPlan":{"id":"pro","name":"Pro","monthlyUSD":19.99,"unit":"account","evidenceStatus":"verified"},"limitations":["Loops and complex data handling are clumsier than in Make or n8n","High volumes are expensive per task"],"evidence":{"status":"editorial","sources":[{"url":"https://zapier.com/pricing","title":"Zapier pricing","accessedAt":"2026-10-13"}]}},{"tool":"clay","toolName":"Clay","fit":"partial","scores":{"quality":3,"ease":2,"batch":4},"skill":"technical","availableOnPlans":["growth","enterprise"],"cheapestQualifyingPlan":{"id":"growth","name":"Growth","monthlyUSD":446,"unit":"account","evidenceStatus":"verified"},"limitations":["Not a general automation platform; scoped to enrichment tables"],"evidence":{"status":"editorial","sources":[{"url":"https://www.clay.com/pricing","title":"Clay pricing","accessedAt":"2026-10-13"}]}}],"workflows":[{"slug":"zapier-to-n8n","title":"Move simple and medium Zaps to n8n (self-hosted or n8n Cloud)","page":"/workflows/zapier-to-n8n","api":"/api/v1/workflows/zapier-to-n8n"}]},"meta":{"apiVersion":"v1","dataVersion":"b50ff0897461","dataGeneratedAt":"2026-10-13T15:03:29.611Z","docs":"/docs/api","evidenceLegend":"/docs/data-model#evidence","disclaimer":"Prices and capabilities change. Check each item's evidence status and verification date. Savings are estimates, not guarantees."}}