Botpress is an all-in-one platform for building, deploying, and managing sophisticated AI agents and chatbots. Powered by the latest LLMs, it offers a visual studio, extensive integrations, and developer-friendly tools for creating conversational experiences across any channel.
Langflow is an open-source, visual UI for building and deploying AI applications. It features a drag-and-drop interface to chain LLMs, agents, and tools, enabling rapid prototyping and deployment of complex workflows like RAG and multi-agent systems. It supports extensive integrations and offers both self-hosted and cloud options.
Botpress is an all-in-one platform for building, deploying, and managing sophisticated AI agents and chatbots. Powered by the latest LLMs, it offers a visual studio, extensive integrations, and developer-friendly tools for creating conversational experiences across any channel.
Langflow is an open-source, visual UI for building and deploying AI applications. It features a drag-and-drop interface to chain LLMs, agents, and tools, enabling rapid prototyping and deployment of complex workflows like RAG and multi-agent systems. It supports extensive integrations and offers both self-hosted and cloud options.
| Feature | Botpress | Langflow |
|---|---|---|
| Primary category | Automation | Low Code No Code |
| Added | 2025-08-14 | 2025-08-14 |
| Pricing | Freemium | Freemium |
| Official website | botpress.com | www.langflow.org |
| Product type | Website | Website |
| Performance data | ||
| User rating | Not verified | Not verified |
| Comments | 0 | 0 |
| Monthly visits | 374.4K | 243.6K |
| Monthly growth | 5.3% | 6.2% |
| Favorites | 107 | 70 |
| Details | View details | View details |
Compare Botpress and Langflow by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
In the Botpress vs Langflow monthly traffic comparison, Botpress currently shows 374.4K visits and Langflow shows 243.6K; Botpress has about 1.5 times the visible traffic of Langflow, an absolute difference of about 130.8K visits. This reflects visible reach, not feature quality or paid users.
Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇮🇳India | 34.46% | 129K |
| 🇺🇸United States | 27.55% | 103.2K |
| 🇮🇩Indonesia | 15.17% | 56.8K |
| 🇫🇷France | 11.9% | 44.6K |
| 🇻🇳Vietnam | 10.92% | 40.9K |
| Source type | Percentage | Traffic |
|---|---|---|
| Direct | 87.89% | 329.1K |
| Referral | 11.2% | 41.9K |
| 0.91% | 3.4K |
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇨🇳China | 42.24% | 102.9K |
| 🇮🇳India | 18.05% | 44K |
| 🇺🇸United States | 16.88% | 41.1K |
| 🇮🇩Indonesia | 16.72% | 40.7K |
| 🇬🇧United Kingdom | 6.11% | 14.9K |
| Source type | Percentage | Traffic |
|---|---|---|
| Direct | 78.32% | 190.8K |
| Referral | 20.42% | 49.7K |
| 1.26% | 3.1K |
This in-depth Botpress vs Langflow comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. Botpress is primarily listed under “Automation”, while Langflow is primarily listed under “Low Code No Code”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (Botpress: Automation; Langflow: Low Code No Code); Monthly visits (Botpress: 374.4K; Langflow: 243.6K); Monthly growth (Botpress: 5.3%; Langflow: 6.2%); Favorites (Botpress: 107; Langflow: 70); Website (Botpress: botpress.com; Langflow: www.langflow.org). These facts are more useful for selection than brand visibility alone.
In the Botpress vs Langflow monthly traffic comparison, Botpress currently shows 374.4K visits and Langflow shows 243.6K; Botpress has about 1.5 times the visible traffic of Langflow, an absolute difference of about 130.8K visits. This reflects visible reach, not feature quality or paid users.
Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.
If public market visibility is an important first-pass criterion, investigate Botpress first. The final choice should still follow taxonomy, use case, and a real trial because higher traffic does not prove broader capabilities or better workflow fit.
Botpress and Langflow currently overlap in shared categories: Workflow Automation; shared tags: AI agent, API, developer tools, llm, low-code, and no-code. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
Botpress's unique categories/tags are Automation, Chatbot Builder, automation, bot builder, chatbot, conversational AI, and customer support; Langflow's are Low Code No Code, multi-agent systems, open source, RAG, visual builder, and workflow automation. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
Botpress has no verified rating, 0 comments, 107 favorites, and 107 likes；Langflow has no verified rating, 0 comments, 70 favorites, and 79 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Put Botpress on the priority trial list when the task aligns with “Automation” and especially Automation, Chatbot Builder, automation, bot builder, chatbot, and conversational AI. This follows recorded positioning and does not imply unlisted capabilities are absent.
Botpress also currently records: pricing is freemium, product type is website, 374.4K verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
Put Langflow on the priority trial list when the task aligns with “Low Code No Code” and especially Low Code No Code, multi-agent systems, open source, RAG, visual builder, and workflow automation. This follows recorded positioning and does not imply unlisted capabilities are absent.
Langflow also currently records: pricing is freemium, product type is website, 243.6K verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in Botpress and Langflow, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.
Rowboat is a powerful, AI-powered IDE for building, managing, and deploying complex multi-agent systems. Backed by Y Combinator, it allows users to describe workflows in plain English, and its AI copilot automatically generates the entire agent graph, including roles, prompts, and tool integrations. It's designed to simplify the creation of robust, real-world AI agents for productivity, e-commerce, support, and more, with features like open-source flexibility and support for over 100 LLMs.
Agent Builder
ScoutOS is an end-to-end platform for building, launching, and scaling custom AI solutions. It provides a comprehensive toolkit, including a no-code workflow builder, data ingestion, and multi-channel deployment options like website copilots and Slack bots. Ideal for developers and businesses looking to rapidly deploy and manage AI-powered applications for customer support, sales, marketing, and internal operations.
Ai Agent
Flowise is an open-source, low-code platform for visually building customized AI agents and applications. Using a drag-and-drop interface, developers and teams can rapidly prototype and deploy complex systems, from RAG-powered chatbots to multi-agent workflows. It supports over 100 LLMs, various data sources, and offers enterprise-grade features for scalable deployment.
Model Deployment
TaskingAI is an open-source AI-native application development platform designed to orchestrate sophisticated AI applications. It enables users to build, test, and deploy custom AI assistants and agents using various large language models (LLMs), Retrieval-Augmented Generation (RAG) with their own data, and powerful tool integrations. It offers a flexible, cloud-based environment for both no-code builders and developers.
Customer Support
Voiceflow is a collaborative platform for product teams to design, build, and deploy advanced AI agents. Create human-like voice and chat experiences for customer support and beyond, with full control, scalability, and integration capabilities, independent of any single LLM vendor.
Chatbot
ChatBotKit is a comprehensive conversational AI platform for building, deploying, and managing custom AI bots and agents. It offers a suite of modular tools, seamless integrations with websites and messaging apps like Slack and WhatsApp, and intuitive templates for rapid development. Ideal for businesses seeking to enhance customer engagement, automate tasks, and streamline workflows with powerful, customizable AI solutions.
Chatbots
Vertesia is a high-speed, low-code generative AI development platform for enterprises. It enables businesses to rapidly build, deploy, and operate custom GenAI applications and agents at scale, transforming complex business processes and accelerating time-to-value without heavy infrastructure or spiraling costs.
Ai Agent Builder
Jyek is an AI agent platform that understands objectives, creates execution plans, uses tools, and delivers verifiable results for complex, multi-step tasks.
Automation
Dify is an open-source, low-code AI development platform for building and operating production-ready generative AI applications. It enables the creation of AI agents and workflows powered by RAG pipelines, extensive model support, and full observability, simplifying the entire development lifecycle from idea to deployment.
Ai Agent
Gradientj is a powerful platform for developers and businesses to build, test, and deploy autonomous AI agents. It provides a comprehensive suite of tools, including a reasoning engine, pre-built components, and seamless integrations, to transform complex workflows into intelligent, automated processes from prompt to production.
Intelligence
LLMStack is a no-code/low-code platform for building and deploying AI agents and applications. It specializes in Retrieval-Augmented Generation (RAG), allowing users to connect their own data to powerful LLMs like GPT, Gemini, and Claude to create custom chatbots, search tools, and more, with collaborative features.
Knowledge Base
Vocode is an open-source platform for building, deploying, and scaling hyperrealistic voice AI agents. It provides developers with a core framework and an enterprise-grade API to create sophisticated voice-based LLM applications for tasks like automated customer service, sales calls, and interactive voice response (IVR) systems.
Voicebot
Pipedream is a developer-focused integration platform designed to automate workflows by connecting APIs, AI models, and databases with remarkable speed. It offers a visual workflow builder, code-level control with support for Node.js, Python, and Go, and a library of over 2,700 integrated applications. It's built for developers to create, deploy, and manage everything from simple automations to complex, production-scale AI agents and integrations.
Api Management
ScrapeGraphAI is an AI-powered web scraping API that transforms unstructured websites into clean, structured JSON data using simple natural language prompts. Designed for developers, AI agents, and automated workflows, it simplifies data extraction without complex code.
Analytics
A comprehensive, one-stop platform by iFlytek for building, debugging, and deploying AI agents. Powered by the Spark Large Language Model, it enables developers to create intelligent applications through a low-code interface, an extensive plugin marketplace, and robust management tools, covering the entire agent lifecycle.
Agent Builder
