Vital signs
Why it's on the table
On the table, Workflow Automation (Wf) is seat 10 of 58, in the Agents & Automation family. It is a stable element — the category has settled, choosing is cheap, and switching is rare. Pick a holder and move on; this is not where your decision budget should go. It is marked essential: a company that leaves this seat empty is running with a gap that compounds. It sits in the lowest paid band — lunch money against the hours it returns.
Workflow Automation: the top 5 — v2026.Q3
Edition v2026.Q3 · ranking, pricing and status verified 2026-08-06.
1n8nn8n GmbH
Free self-host (Community Edition) · Starter €20/mo (2.5k executions) · Pro €50/mo · Business €667/mo · Enterprise customBest 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.
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.
2ZapierZapier
Free 100 tasks/mo · Professional from $19.99/mo · Team from $69/mo · Enterprise custom · Agents add-on free–$33.33/moBest for Non-technical teams whose bottleneck is the SaaS long tail — if an app has an API, Zapier almost certainly already connects it.
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.
3MakeMake (Celonis)
Free 1,000 credits/mo · Core $12/mo (10k credits) · Pro $21/mo · Teams $38/mo · Enterprise customBest for Visual power users who want branching, iterators, and data-mapping depth Zapier hides — at roughly half Zapier's price per unit of work.
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.
4GumloopGumloop (YC W24)
Pro $37/mo (20k credits, unlimited seats) · Enterprise custom · 14-day trial — no permanent free tierBest for Ops and GTM teams at AI-forward companies who want agentic workflows (scraping, enrichment, LLM steps) without engineering time.
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.
5ActivepiecesActivepieces (MIT community edition)
Free (cloud or self-host, MIT community edition) · Plus $16/mo · Team $166/mo · Ultimate custom · Embed from $36k/yrBest for Lock-in-averse builders and SaaS companies embedding automation in their own product — the only true-MIT option in the top tier.
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.
Workflow Automation: the top 8 compared
Edition v2026.Q3 · ranking, pricing and status verified 2026-08-06.
| Tool | Pricing model | Free tier | Open source | Self-host | Integrations | AI agents | Enterprise |
|---|---|---|---|---|---|---|---|
| n8n | Per-execution | Self-host only | Fair-code (SUL) | Yes | ~1,500 (+community) | Native agent nodes | SSO · Git · log streaming |
| Zapier | Per-task | 100 tasks/mo | No | No | 9,000+ | Agents add-on + MCP | SAML · admin · TAM |
| Make | Credits | 1k credits/mo | No | No | 3,000+ | AI Agents (beta) | SSO · overage protection |
| Gumloop | Credits | Trial only | No | VPC (Ent.) | Growing (AI-first) | Agent-first | SCIM/SAML · audit · RBAC |
| Activepieces | Credits | Yes | Yes (MIT core) | Yes | 200+ pieces · 400 MCP | Agents (paid tier) | SSO · SCIM (paid) |
| Pipedream | Credits | Yes | Partially (components) | No | 3,000+ connectors | Connect for agents | Being folded into Workday |
| Workato | Custom quote | No | No | No | 14,000+ connections | Genies · MCP Gateway | Strongest iPaaS governance |
| Power Automate | Per-user sub | With M365 | No | No | 1,000+ (MS-centric) | Copilot Studio adjacent | The Microsoft-shop default |
How to choose your workflow automation
- 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.
Workflow Automation: the whole field
16 more tools tracked in this category, including 3 dead, renamed, or sunsetting — a reference that hides the graveyard isn't one. Verified 2026-08-06.
| Tool | Maker | What it is | Entry | Status |
|---|---|---|---|---|
| Pipedream | Pipedream → Workday | Code-level workflows + 3,000+ connectors for AI agents; definitive agreement with Workday Nov 19, 2025, closing by Jan 31, 2026 — being folded into Workday's agent platform | free tier | acquired |
| Relay.app | Relay | The human-in-the-loop pioneer with per-step approvals; shutting down — free accounts Aug 15, paid Sep 14, 2026, no acquirer named | — | dead |
| Lindy | Lindy (Flo Crivello) | Pivoted from agent-builder to 'the ultimate AI executive assistant' ($49.99–$199.99/mo, per-inbox); ~$49.9M raised (Series B led by Battery) — now closer to an AI-assistant element than Wf | $49.99/mo | active |
| Workato | Workato | Enterprise iPaaS heavyweight — 14,000+ app connections, Genies pre-built agents, MCP Gateway; 8x Gartner iPaaS MQ Leader (2026). Procurement-grade, quote-only pricing | custom quote | active |
| Tray.ai | Tray (ex-Tray.io) | Enterprise iPaaS rebranded around AI in 2024; Merlin agent builder on a composable integration core | custom quote | active |
| Power Automate | Microsoft | The Microsoft-shop default — cloud flows + RPA, Copilot-assisted building, bundled reach via M365; clunky outside the Microsoft graph | from ~$15/user/mo | active |
| IFTTT | IFTTT | The consumer original (2011) — applets for smart-home and personal automation; not a serious business tool anymore | free · Pro ~$3.5/mo | active |
| Windmill | Windmill Labs | Open-source (AGPL) developer workflow engine — scripts in Python/TS/Go become flows and UIs; the code-first self-host alternative to n8n | free self-host | active |
| Node-RED | OpenJS Foundation | The OSS flow-based veteran (ex-IBM, 2013) — still everywhere in IoT/edge automation, not built for the SaaS/AI era | free | active |
| Huginn | community (MIT) | The self-hosted 'agents' pioneer (2013, Ruby) — conceptually ahead of its time, development long quiet | free | fading |
| Parabola | Parabola | Spreadsheet-shaped data workflows for ops teams (e-commerce, logistics); AI steps added, niche but loved | free tier | active |
| Bardeen | Bardeen | Pivoted from general browser-extension automation to agentic GTM scraping/enrichment for sales teams — its old turf now belongs to element Bu · Browser Agent | free tier | active |
| Trigger.dev | Trigger.dev | Open-source code-first background jobs and AI workflows for TypeScript devs — workflows as code, not canvas | free tier + usage | active |
| Inngest | Inngest | Durable functions and event-driven workflow orchestration for developers; AgentKit extends it to agents | free tier + usage | active |
| Temporal | Temporal Technologies | Durable-execution engine underpinning many agent products — infrastructure one layer below this element, included for orientation | free self-host · cloud usage | active |
| Zapier Agents / Copilot | Zapier | Zapier's own agent layer, listed for clarity: an add-on product line (free–$33.33/mo) atop the platform ranked #2 above, not a separate company | free tier | active |
Workflow Automation: the category in numbers
Edition v2026.Q3 · ranking, pricing and status verified 2026-08-06.
- Workflow automation market: $23.77B (2025) → $26.01B (2026) → $40.77B by 2031, 9.41% CAGR — genAI integration named a primary driver [src]
- n8n: $2.5B (Accel Series C, Oct 2025) → $5.2B (SAP strategic investment, May 12, 2026) — valuation doubled in ~7 months; SAP embeds n8n in Joule Studio [src]
- Workday signed a definitive agreement to acquire Pipedream (Nov 19, 2025) — enterprise incumbents buying the integration layer for their AI agents [src]
- Consolidation squeeze: Relay.app announced full shutdown (free Aug 15, paid Sep 14, 2026); Gumloop dropped its free tier — the mid-market between Zapier and n8n is thinning [src]
- Zapier repositioned as 'the automation layer for agentic AI' — one MCP connection to 9,000+ apps across any model or agent harness (Aug 2026) [src]
- Gumloop raised a $50M Series B led by Benchmark (Mar 12, 2026) with Shopify Ventures — first major VC bet that AI-native workflow tools displace the incumbents [src]
Workflow Automation: method & sources
Ranking criteria: verified traction + agent-readiness + pricing honesty + survivability, editorial only. Conflicts resolved: n8n ARR — we cite $40M (Jul 2025, Sacra) as the last verified figure and flag the '$100M+ ARR' claim (StartupRiders, Jun 2026) as single-source; n8n's valuation history ($2.5B Oct 2025 → $5.2B May 2026) is confirmed by Bloomberg and n8n's own blog, so ignore aggregators still showing $2.5B as current. Zapier's last audited-ish revenue is $310M (2023, Sacra); 2026 revenue figures in circulation are aggregator projections — treat as directional. Lindy's round dates are garbled across aggregators (Clay lists all three rounds as Jan 2023); the ~$49.9M total is consistent, the dates are not. Make's ops→credits repricing makes historical price comparisons misleading. Scope pointers: agent frameworks (LangGraph, CrewAI, OpenAI Agents SDK) → Ag; browser automation (Bardeen's new focus) → Bu; LLM-app builders (Dify, Flowise) → Ag/Vb; Temporal/Inngest/Trigger.dev are developer workflow infrastructure included in field for orientation only. Enterprise iPaaS (Workato, Tray, Boomi, MuleSoft) is procurement-led and priced above startup reach — field, not top5. Ranking criteria: verified commercial traction, independent satisfaction surveys, agent benchmarks, and founder-fit (price floor, lock-in, surfaces). Editorial, never paid — the charter. Machine-readable twin: wf.json.
All sources (21)
- https://blog.n8n.io/n8n-sap/
- https://www.bloomberg.com/news/articles/2025-10-09/ai-agent-startup-n8n-nets-2-5-billion-valuation-with-backing-from-nvidia
- https://blog.n8n.io/series-c/
- https://sacra.com/c/n8n/
- https://n8n.io/pricing/
- https://github.com/n8n-io/n8n
- https://sacra.com/c/zapier/
- https://zapier.com/pricing
- https://zapier.com/
- https://www.make.com/en/pricing
- https://www.make.com/en
- https://www.gumloop.com/blog/series-b
- https://www.gumloop.com/pricing
- https://www.activepieces.com/pricing
- https://github.com/activepieces/activepieces
- https://newsroom.workday.com/2025-11-19-Workday-Signs-Definitive-Agreement-to-Acquire-Pipedream
- https://www.relay.app/
- https://www.lindy.ai/pricing
- https://www.startupriders.com/p/n8n-growth-playbook
- https://www.mordorintelligence.com/industry-reports/workflow-automation-market
- https://www.workato.com/
Our take
Before you build an agent, ask if a workflow would do. It usually would, and it never hallucinates.
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This is element 10 of 58. The table is versioned quarterly — when a tool loses its seat, the changelog records the succession.
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