LLMGraph vs. Ragic Builder Comparison


LLMGraph Katabarwa Labs Inc.	Ragic Builder Ragic	+	+
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About LLMGraph is a low-to-no-code visual builder for LLM and AI workflows. Design pipelines as a graph — chaining LLM calls, document search (RAG), tools, and logic — on a drag-and-drop canvas, or describe what you want in chat and let LLMGraph build it. Turn documents and models into RAG chatbots, support bots, and autonomous AI agents, then deploy each workflow to a REST API endpoint and an embeddable chat widget in one click. No infrastructure to manage. Hobby, Pro, and Enterprise tiers with a 14-day free trial.	About Ragic is a no-code database builder that lets users create systems tailored to their workflow using a familiar spreadsheet-like interface. It supports solutions ranging from simple contact management to fully-fledged ERP systems. Ragic’s powerful features include mobile access, role-based permissions, drag-and-drop data relationships, workflow automation, Excel import/export, approval workflows, advanced search and queries, history and version control, reports and dashboards, and integrations with other apps.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Supported iPad Supported Android Supported Chromebook Supported
Audience Developers and non-developers building AI features — startups, product teams, and businesses automating workflows, support, and document search with LLMs.	Audience Organizations of all sizes. For professionals in any role to build a system without coding, streamline work, and organize data.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Supported	Pricing $5/month/user Lite: $5/month/user Professional: $19/month/user Concurrent Users: $499/month/10 concurrent users Enterprise: $550month/10 users Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported
Company Information Katabarwa Labs Inc. Founded: 2026 United States llmgraph.ai	Company Information Ragic Founded: 2008 Taiwan www.ragic.com
Alternatives Brainy Canvas Menlo Park Lab	Alternatives Tigersheet
AI-FLOW AI-Flow	Zoho Creator Zoho
Maya	Ninox Ninox Software
LangChain	Quickbase
StackAI View All	Levity View All
Categories AI Automation Supported AI Development Supported	Categories AI Automation Supported Business Process Automation Supported Business Process Management Supported Data Management Supported Database Supported Database as a Service (DBaaS) Supported Database Design Supported Database Management Systems (DBMS) Supported Low-Code Development Supported No-Code Development Supported Workflow Management Supported
	Show More Features Business Process Management Features Access Controls / Permissions Supported Alerts / Notifications Supported Business Process Automation Supported Business Rules Management Supported Collaboration Supported Process Change Tracking Supported Process Mapping Not Supported Process Modeling & Design Not Supported Visual Workflow Management Supported Data Management Features Customer Data Supported Data Analysis Supported Data Capture Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Supported Master Data Management Supported Match & Merge Supported Database Features Backup and Recovery Supported Creation / Development Supported Data Migration Supported Data Replication Supported Data Search Supported Data Security Supported Database Conversion Supported Mobile Access Supported Monitoring Supported NOSQL Supported Performance Analysis Supported Queries Supported Relational Interface Supported Virtualization Not Supported Low-Code Development Features AI-Assisted Development Supported Business Process Automation Supported Collaborative Development Supported Data Aggregation and Publishing Supported Deployment Management Supported Drag & Drop Supported Integrations Management Supported Iteration Management Supported Performance Monitoring Supported Requirements Management Supported Templates Supported Visual Modeling Not Supported Web / Mobile App Development Supported Workflow Management Supported No-Code Development Features AI-Assisted Development Supported Business Process Automation Supported Collaborative Development Supported Data Aggregation and Publishing Supported Deployment Management Supported Drag & Drop Supported Integrations Management Supported Iteration Management Supported Performance Monitoring Supported Requirements Management Supported Templates Supported Visual Modeling Not Supported Web / Mobile App Development Supported Workflow Management Supported Workflow Management Features Access Controls/Permissions Supported Approval Process Control Supported Business Process Automation Supported Calendar Management Supported Compliance Tracking Supported Configurable Workflow Supported Customizable Dashboard Supported Document Management Supported Forms Management Supported Graphical Workflow Editor Not Supported Mobile Access Supported No-Code Supported Task Management Supported Third Party Integrations Supported Workflow Configuration Supported
Integrations Google Workspace Not Supported IFTTT Not Supported Make Not Supported Zapier Not Supported n8n Not Supported	Integrations Google Workspace Supported IFTTT Supported Make Supported Zapier Supported n8n Supported View All 5 Integrations
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