# Wf · Workflow Automation — element 10 of 58 > The duct tape of the AI company. Turns repeated work into running pipelines. - **Group:** 3 · Agents & Automation - **Necessity:** Essential - **Price band:** $ · under $30/mo - **Maturity:** Stable - **Edition:** v2026.Q3 · verified 2026-08-06 ## Leading tools (v2026.Q3) - **n8n** — self-hostable, agent-ready - **Zapier** — the integration standard - **Make** — visual power, lowest price - **Gumloop** — ai-native, benchmark-backed - **Activepieces** — mit-licensed, embeddable ## Our take Before you build an agent, ask if a workflow would do. It usually would, and it never hallucinates. ## Combines with Mc, Ag, Em - Guide: [Best workflow automation for AI startups (2026)](https://elems.ai/best/best-workflow-automation-for-ai-startups.html) ## The top 5 — deep dossier (verified 2026-08-06) n8n, and it isn't close anymore — the fair-code platform doubled its valuation to $5.2B in seven months (SAP strategic investment, May 12, 2026), runs ~198k GitHub stars, 1.7M monthly active builders, and pairs deterministic workflows with agent nodes in one canvas you can self-host. Zapier is the pick when integration breadth decides — 9,000+ apps and one MCP connection for whatever agent harness you run; Make when you want deep visual control at the lowest price; Gumloop when an ops team wants AI-native automation with enterprise security; Activepieces when you need MIT-licensed, embeddable, no-strings open source. The category consolidated hard this year: Workday bought Pipedream, Relay.app is shutting down in September. 1. **n8n** (n8n GmbH) — Free self-host (Community Edition) · Starter €20/mo (2.5k executions) · Pro €50/mo · Business €667/mo · Enterprise custom. Best for: Technical founders who want workflows and AI agents on one self-hostable canvas — visual building plus real code (JS/Python) when nodes run out. Why: The breakout of the category: $2.5B Series C (Accel, Oct 2025) to $5.2B when SAP invested and embedded n8n into Joule Studio (May 12, 2026) — a valuation double in seven months. 1.7M monthly active builders, 1,400+ enterprise customers, ~198k GitHub stars, and native agent nodes that made it the default substrate for AI automation content everywhere. Watch: Fair-code (Sustainable Use License), not OSI open source — no reselling the self-hosted edition. Per-execution cloud pricing jumps steeply from Pro (€50) to Business (€667). Verified ARR trails the hype: $40M as of Jul 2025 (Sacra); the '$100M+' figures circulating in 2026 are single-source. [https://n8n.io](https://n8n.io) 2. **Zapier** (Zapier) — Free 100 tasks/mo · Professional from $19.99/mo · Team from $69/mo · Enterprise custom · Agents add-on free–$33.33/mo. Best for: Non-technical teams whose bottleneck is the SaaS long tail — if an app has an API, Zapier almost certainly already connects it. Why: The integration standard, repositioned for the agent era: 9,000+ apps behind one MCP connection ('the automation layer for agentic AI', Aug 2026), 3M+ businesses, profitable since 2014 on just $1.4M raised — $310M ARR by 2023 (Sacra). Tables, Interfaces, Canvas, Chatbots, and Agents now bundle into a full ops platform, not just Zaps. Watch: Task-based pricing punishes scale — high-volume workflows cost multiples of Make or self-hosted n8n. Closed source, no self-hosting, and the Agents product is a metered add-on. Last verified revenue is 2023; 2026 figures in circulation are aggregator projections. [https://zapier.com](https://zapier.com) 3. **Make** (Make (Celonis)) — Free 1,000 credits/mo · Core $12/mo (10k credits) · Pro $21/mo · Teams $38/mo · Enterprise custom. Best for: Visual power users who want branching, iterators, and data-mapping depth Zapier hides — at roughly half Zapier's price per unit of work. Why: The visual-power veteran (ex-Integromat, Celonis-owned since 2020): 400,000+ organizations in 200+ countries, 3,000+ apps, and a scenario builder that remains the most expressive pure no-code canvas in the category. Make AI Agents (beta, all plans, BYO-LLM) and the Make Grid landscape view arrived through 2025–26 to keep it in the agent conversation. Watch: The 2025–26 shift from 'operations' to credit-based pricing reset what a dollar buys — recheck your math before migrating. AI-agent features trail n8n and Gumloop in depth, and there is no self-hosted option; Celonis ownership means enterprise roadmap gravity. [https://www.make.com](https://www.make.com) 4. **Gumloop** (Gumloop (YC W24)) — Pro $37/mo (20k credits, unlimited seats) · Enterprise custom · 14-day trial — no permanent free tier. Best for: Ops and GTM teams at AI-forward companies who want agentic workflows (scraping, enrichment, LLM steps) without engineering time. Why: The AI-native challenger with the strongest 2026 signal: $50M Series B led by Benchmark (Mar 12, 2026) with Shopify Ventures, First Round, Nexus and YC in, and Shopify, Ramp, Gusto, Samsara, Instacart, and Opendoor as named customers. Built agent-first rather than retrofitted — flows, agents, and its Gumstack enterprise-security layer in one product with unlimited seats per workspace. Watch: No free tier anymore — trial only — and credit burn on LLM-heavy flows adds up. Far fewer native integrations than the incumbents; no self-hosting (VPC on Enterprise only); valuation and revenue undisclosed. [https://www.gumloop.com](https://www.gumloop.com) 5. **Activepieces** (Activepieces (MIT community edition)) — Free (cloud or self-host, MIT community edition) · Plus $16/mo · Team $166/mo · Ultimate custom · Embed from $36k/yr. Best for: Lock-in-averse builders and SaaS companies embedding automation in their own product — the only true-MIT option in the top tier. Why: The genuinely open-source counterweight to n8n's fair-code: MIT-licensed community edition with no cap on runs, users, or flows, 23.4k GitHub stars, a type-safe TypeScript pieces framework, and ~400 MCP servers for AI agents. The $36k/yr Embed line — white-labeling automation inside other SaaS — is a wedge none of the leaders sell at that price. Watch: A fraction of the incumbents' integration catalog (200+ native pieces vs thousands), and the useful enterprise features — agents, SSO, audit logs — need a paid license even self-hosted. Community is an order of magnitude smaller than n8n's. [https://www.activepieces.com](https://www.activepieces.com) ### How to choose - If The task is repeated and deterministic — a trigger, some transforms, an output → Use a workflow, not an agent. It never hallucinates, costs cents, and every tool here handles it; reach for agent nodes only where judgment is genuinely required. - If You're technical, want data on your own boxes, or want workflows and agents in one canvas → n8n — free self-hosted forever, real code when nodes run out, accepting fair-code license limits and steep cloud tier jumps. - If Your bottleneck is the long tail of SaaS apps, or wiring an agent harness to your stack → Zapier — 9,000+ apps and one MCP connection beats everyone; budget for task-based pricing at scale. - If You want maximum visual control per dollar and no engineer in the loop → Make — Core at $12/mo with the deepest no-code scenario builder; just re-run the math after the credits repricing. - If You're embedding automation inside your own SaaS, or refuse non-OSI licenses → Activepieces — MIT core with uncapped self-hosting, or the $36k/yr Embed tier instead of building an integration engine yourself. ### The field (16 more) Pipedream (acquired), Relay.app (dead), Lindy, Workato, Tray.ai, Power Automate, IFTTT, Windmill, Node-RED, Huginn (fading), Parabola, Bardeen, Trigger.dev, Inngest, Temporal, Zapier Agents / Copilot Full dossier data: https://elems.ai/e/wf.json --- Source: [elems.ai](https://elems.ai/e/wf.html) — the periodic table of the AI-led startup. Data: https://elems.ai/elements.json (CC BY 4.0, cite elems.ai).