AI Workflow Builders in 2025 Zapier vs Make vs n8n vs Gumloop vs Flowise vs Lindy vs Relevance AI — and where Flowdrop fits
Why this guide matters: If you're Googling best AI workflow builder, Zapier alternative, or low-code automation tool for startups, you want a side-by-side snapshot that's current, metric-driven, and actually helps you choose. Below you'll find hard numbers on pricing, integration depth, AI-native features, and the strategic whitespace Flowdrop is built to own.
At-a-Glance Comparison (starter tiers)
| Platform | AI-Native? | Integrations | OSS? | Starter price (USD)* | Killer Strength |
|---|---|---|---|---|---|
| Zapier | Hybrid add-on AI | 7,000+ apps | No | $19.99/mo (2K tasks) | Biggest app library |
| Make | Hybrid + 350 AI modules | 2,000+ apps | No | $9/mo (10K ops) | Cheapest entry price |
| n8n | AI steps built-in | 500+ integrations | Yes | $24/mo (2.5K execs) | Self-host & JS/Python nodes |
| Gumloop | AI-first | ~25-50 native connectors | No | $97/mo (30K credits) | AI Automation Framework, web-scrape + doc-AI |
| Flowise | AI-first (LangChain) | 100+ LLM/vector plugs | Yes | $35/mo (10K preds) | Dev-friendly agent canvas |
| Lindy | AI-agent native | 1,600+ apps (via Pipedream) | No | $49/mo (5K tasks) | Inbox/CRM + phone agents |
| Relevance AI | Multi-agent workforce | 2,000+ apps | No | $19/mo Pro (10K credits) | Visual agent teams + RAG |
| Flowdrop | AI-first | AI-guided “build-your-own” webhooks + weekly new log-in connectors | No | $19/mo | Best in class ai chat to build workflows |
Deep-dive: strengths, quirks, & best-fit use cases
Zapier: Still the king of breadth: 7,000+ apps and familiar two-step Zap UX. AI Chatbots and Agents are in beta, but heavy usage gets pricey once you outgrow the 2K-task tier.
Make (formerly Integromat): Drag-and-drop canvas, routers, filters, and a rock-bottom $9 Core plan make Make perfect for visual tinkerers. 2,000+ apps and 350 AI modules cover most needs, yet “operations” can spike if you loop large data sets.
n8n: Open-source power-users’ favorite. Host it yourself or pay $24/mo for 2.5K executions in the cloud. 500+ integrations plus JS/Python “Function” nodes and GPT Assistant steps for inline AI logic.
Gumloop: Purpose-built for growth hackers: built-in browser scraping, Ask-AI, Summarizer, and Categorizer nodes. Starter is $97/mo (30K credits) and only one seat; native connectors lag mainstream tools, but you can roll custom nodes quickly.
Flowise: Open-source LangChain canvas for building chatbots, RAG flows, or agent swarms. Hosted Starter is $35/mo; great for devs, less so for pure no-code SMBs.
Lindy: “Spin up an AI agent in minutes” — perfect for automating inbox triage, outbound calls, or CRM chores. 1,600+ connectors (via Pipedream) and phone-automation nodes make Lindy a standout, but credits meter every task.
Relevance AI: Marketed as an AI workforce: design multi-agent teams that share a knowledge base, then trigger them across 2,000+ apps. Pro tier is just $19/mo—but team pricing jumps to $199. Great for content & research pipelines that need RAG baked in.
Flowdrop — the lean AI-builder for small teams: Flowdrop’s first-of-its-kind lovable/cursor style chat UX dominates the workflow space by giving you the fastest time to deployment and upgrading possible.
Flat $19/mo: No per-task gotchas—scale experiments without surprise overages.
AI-guided connector builder: Missing an integration? Describe the endpoint in plain English and Flowdrop’s assistant scaffolds the webhook/HTTP call for you. Weekly log-ins unlock fresh “plug-and-play” connectors.
Flat $19/mo: No per-task gotchas—scale experiments without surprise overages.
AI-guided connector builder: Missing an integration? Describe the endpoint in plain English and Flowdrop’s assistant scaffolds the webhook/HTTP call for you. Weekly log-ins unlock fresh “plug-and-play” connectors.
Key takeaways for 2025 AI automation and workflow shoppers
- Need maximum app coverage? Zapier still rules—but watch your task bill.
- Want cheap visual freedom? Make’s $9 Core plan is hard to beat if you can manage ops math.
- Love open source? n8n or Flowise offer full code-level control.
- Crave AI-native agents? Lindy and Relevance AI are hot, but both meter credits/tasks.
- Running a lean startup? Flowdrop gives you AI-smart workflows, predictable $19 pricing, and a best in class ai assistant—covering the ux gaps others missed. Only be limited by your imagination, their credits only apply to llm usage in chat and nodes.