01
Best for: Visual, multi-branch automations across thousands of SaaS apps at a moderate cost. Visual no-code automation platform with AI agents connecting 3,000+ apps.
Best AI Automation & Agents tools in 2026
Connect your apps, automate workflows and deploy AI agents that do multi-step work for you.
Buying guideAutomation and AI Agents in the Enterprise: Zapier, Make, n8n and Agent PlatformsRead →At a glance
Feature comparison
Scroll sideways to see every feature. Included · Limited · No · — not confirmed
| Tool | Visual workflow builder | Integrations, approx. | AI agents | Self-hosting | Custom code steps | Webhooks | Human approval steps | Billed per |
|---|---|---|---|---|---|---|---|---|
 Make | Yes | 3,000+ | Yes | No | Yes | Yes | — | Credit (per module action) |
 n8n | Yes | 400+ native nodes | Yes | Yes | Yes | Yes | Yes | Execution (per workflow run) |
 Zapier | Yes | 9,000+ | Yes | No | Yes | Paid plans only | Yes | Task |
 Gumloop | Yes | 125+ | Yes | No | Yes | Yes | — | Credit |
 Lindy | No | 1,000+ | Yes | No | — | — | Yes | Credit |
 Relevance AI | Yes | 2,000+ | Yes | No | Yes | Yes | Yes | Action + vendor credits |
 Dify | Yes | Hundreds of plugins | Yes | Yes | Yes | Yes | Yes | Message credit |
 Pipedream | Yes | 3,000+ | Yes | No | Yes | Yes | Limited | Credit |
 Taskade | Yes | 100+ | Yes | No | — | Pro plan and above | — | Credit |
 Bardeen | Limited | — | Yes | No | No | — | — | Credit |
The 10 best automation tools, ranked
02
Best for: Technical teams wanting self-hostable automation and AI agents billed per workflow run. Fair-code workflow automation and AI agent builder, cloud or self-hosted.
03
Best for: Connecting the widest range of SaaS apps with the easiest setup. No-code automation platform connecting 8,000+ apps with Zaps, AI agents and tables.
04
Best for: AI-heavy workflows and agents for marketing, sales ops and data enrichment. No-code AI automation platform for building AI-powered workflows and agents.
05
Best for: Teams wanting an AI teammate in Slack that handles email, meetings and research. AI assistant/agent platform that automates email, meetings, CRM and other work tasks.
06
Best for: Building teams of AI agents for sales, GTM and operations work. Platform for building and deploying AI agents and multi-agent 'AI workforces' without code.
07
Best for: Building and self-hosting LLM apps, RAG chatbots and agentic workflows. Open-source platform for building agentic AI workflows, RAG pipelines and LLM apps.
08
Best for: Developers who want code-first workflows and API integrations for AI agents. Developer-focused integration and workflow platform with code steps, 2,500+ APIs and MCP servers.
09
Best for: Small teams wanting projects, AI agents, automations and simple apps in one workspace. AI workspace for building AI agents, automations and apps alongside projects and docs.
10
Best for: Sales and GTM teams automating lead sourcing, scraping and enrichment from the browser. AI browser automation and GTM copilot for scraping, enrichment and workflow automation.
Head-to-head comparisons
- Bardeen vs Dify
- Bardeen vs Gumloop
- Bardeen vs Lindy
- Bardeen vs Make
- Bardeen vs n8n
- Bardeen vs Pipedream
- Bardeen vs Relevance AI
- Bardeen vs Taskade
- Dify vs Gumloop
- Dify vs Lindy
- Dify vs Make
- Dify vs n8n
- Dify vs Pipedream
- Dify vs Relevance AI
- Dify vs Taskade
- Dify vs Zapier
- Gumloop vs Lindy
- Gumloop vs Make
- Gumloop vs n8n
- Gumloop vs Pipedream
- Gumloop vs Relevance AI
- Gumloop vs Taskade
- Gumloop vs Zapier
- Lindy vs Make
All 45 automation comparisons →
Prices last checked September 2026. Plans change often — confirm on each vendor's site.