Best Alternatives to Make in 2026

Freemium

ByteDance's no-code AI bot platform with plugins and workflow builder

• No-code bot builder with persona, knowledge, and plugin configuration
• 600+ built-in plugins for web search, image gen, code execution
• Visual workflow editor for multi-step automation pipelines
• Knowledge base with document upload and automatic RAG retrieval
• Multi-channel deployment (Discord, Telegram, Slack, LINE, web)

Open Source

Open-source platform for building LLM apps with visual agent workflows

• Visual workflow editor for AI agent and pipeline design
• RAG knowledge base with multi-format document ingestion
• Support for 100+ LLM providers including local models via Ollama
• Agent mode with autonomous tool selection and execution
• Prompt engineering IDE with variable management and versioning

Open Source

The leading framework for building LLM-powered applications and agents

• Composable chains and agents with LCEL declarative syntax
• LangGraph for stateful multi-agent orchestration
• RAG pipelines with 100+ document loaders and vector store integrations
• LangSmith for tracing, debugging, and evaluation
• Support for all major LLM providers and open-source models

Freemium

General-purpose AI agent that autonomously completes complex tasks end-to-end

• Autonomous task execution with real-time progress visibility
• Full computer environment: web browsing, code execution, file management
• Multi-step planning with adaptive problem-solving
• Research synthesis across multiple web sources
• Code writing, execution, and debugging in sandboxed environment

Paid

Build and customize AI agents across the Microsoft 365 ecosystem

• Visual agent builder with natural language topic creation
• Generative AI answers grounded in enterprise knowledge
• Deep Microsoft 365 and Dynamics 365 integration
• Multi-channel deployment (Teams, web, mobile, social)
• Power Automate flow triggers for business process automation

Paid

AI and autonomous agents embedded across the Salesforce CRM platform

• Agentforce autonomous agents for sales, service, and marketing
• Predictive lead scoring, opportunity insights, and forecasting
• Generative AI for email drafting, record summaries, and code
• Einstein Trust Layer with prompt defense and data masking
• Custom agent builder with natural language and Flow integration

Freemium

Enterprise RPA leader integrating AI agents for end-to-end automation

• Visual RPA Studio for designing software robots without code
• AI-powered Document Understanding for invoice and form extraction
• Orchestrator for centralized robot management and scheduling
• Process Mining and Task Mining to discover automation opportunities
• Attended and unattended robot deployment modes

Freemium

Connect your apps and automate workflows with 7,000+ integrations

• 7,000+ app integrations with pre-built triggers and actions
• Multi-step Zaps with conditional branching (Paths)
• AI-powered workflow creation via natural language
• Zapier Central autonomous AI bots
• Built-in Tables database and Interfaces form builder

Open Source

Open-source workflow automation with code-level flexibility

• 400+ built-in integration nodes
• Visual drag-and-drop workflow editor
• Custom JavaScript/Python code in any step
• AI Agent node with LLM orchestration and RAG support
• Self-hosting with Docker/Kubernetes support

Open Source

Pioneering autonomous AI agent platform with 170K+ GitHub stars

• Autonomous goal decomposition and task execution
• Web browsing and information gathering capabilities
• Code writing and execution in sandboxed environments
• File management and document creation
• Plugin system for extending agent capabilities