How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; RLAMA has -100%.

How does pricing compare?

Dify: Freemium. Freemium model with a free cloud sandbox and free trial credits, paid Cloud plans that scale with team size, storage, logs, and usage, and a free open-source Community Edition. Dify Enterprise is quoted per deployment via sales. RLAMA: Freemium. Free and open source to install from the project site, with an optional RLAMA-Pro tier announced on the homepage. Model inference itself depends on your local Ollama setup or on your own OpenAI/Hugging Face API credentials, which are billed by those providers.

What are alternatives to Dify and RLAMA?

Other tools in related categories include DeepSeek, Ollama, n8n, Hermes-Agent, Clawdbot (OpenClaw).

Head-to-Head Benchmark

Dify vs RLAMA

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. RLAMA records 0 monthly visits with -100% growth and Freemium pricing.

DifyFreemiumTraffic Leader

Build, deploy, and govern production-ready agentic AI workflows

Monthly Visits

819.69K

MoM Velocity

-15%

Top Market

🇨🇳 China

View Dify Analysis

dify.ai

RLAMAFreemium

Build local RAG systems and autonomous AI agent crews from your terminal

Monthly Visits

0

MoM Velocity

-100%

Top Market

🌐 Global

View RLAMA Analysis rlama.dev

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Dify	RLAMA
Official Domain	dify.ai	rlama.dev
Pricing Model	Freemium	Freemium
Monthly Visits	819.69K (819,691)	0 (0)
MoM Traffic Delta	-144.26K (-15%)

Primary Market & Share	🇨🇳 China (46.7%)	🌐 Global (—)

Direct Visits / mo	470.6K	0

User Rating	4.8	4.5

Supported Platforms	Website	Website

Dify

Build, deploy, and govern production-ready agentic AI workflows

Workflow Studio

A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.

Agent Builder

Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.

Knowledge Pipeline

Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.

Plugin Marketplace and MCP

Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

Strengths & Pros

+Combines a visual builder with code-level extensibility in one product
+Three deployment options, including a free self-hosted Community Edition
+Strong retrieval and knowledge pipeline tooling for RAG applications
+Large plugin marketplace plus MCP support reduces integration work

Frequently Asked Questions: Dify vs RLAMA

Dify has 819,691 monthly visits, while RLAMA has 0. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Best Alternatives to Dify & RLAMA (12)

Limitations

–Self-hosted deployments require real infrastructure and maintenance effort
–Complex multi-step workflows take time to learn and tune
–Advanced enterprise governance features sit behind a sales-quoted plan

RLAMA

Build local RAG systems and autonomous AI agent crews from your terminal

Local RAG pipelines

Index folders of .txt, .md, .html, .pdf and other documents into searchable RAG systems with configurable semantic chunking strategies, stored and processed entirely on your machine.

AI agents with tools

Create specialized agents by role — researcher, writer, coder, analyst and more — and equip them with RAG search, web search or code execution.

Multi-agent crews

Combine agents into crews that collaborate through sequential, parallel or hierarchical workflows for multi-step automation tasks.

Visual RAG builder

Configure model, sources, exclusions and chunking settings in a browser interface and let RLAMA generate the matching CLI command for you.

Strengths & Pros

+Fully local processing keeps documents private by default
+Combines RAG and multi-agent orchestration in one CLI
+Cross-platform installers for macOS, Linux and Windows
+Visual builder lowers the barrier for users who avoid the terminal

Limitations

–Homepage states active development is currently paused

–Requires a working local model runtime such as Ollama for the best experience

–Command-line first, so non-technical users may find setup fiddly

01

DeepSeek

372.8M/mo

Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.

Large Language Models (LLMs)Freemium+4.3%

#1

02

Ollama

9.4M/mo

Free / Open-sourceRun and build with open AI models locally or in the cloud

Large Language Models (LLMs)Free, Freemium, Paid+4.3%

Ollama command line running a local open-weight language model

#2

03

n8n AI workflow automation platform homepage with visual workflow builder

n8n

4.5M/mo

Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.

AI WorkflowFreemium35% direct

#3

04

Hermes-Agent

3.6M/mo

Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.

AI AgentFreemium29% direct

Hermes-Agent desktop app showing a conversation with scheduled automations and memory

05

OpenClaw open-source personal AI assistant homepage

Clawdbot (OpenClaw)

1.9M/mo

Free / Open-sourceOpen-source personal AI assistant that runs on your own machine and works from chat apps

AI AssistantPaid, Free31% direct

OpenClaw assistant operating inside a chat app conversation

06

MindStudio

1.8M/mo

Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

AI AgentContact for Pricing+14.2%

MindStudio agent workflow canvas with models and integrations

07

Open WebUI

804.5K/mo

Free / Open-sourceSelf-hosted AI workspace for local and cloud models

Large Language Models (LLMs)Freemium37% direct

Screenshot of the Open WebUI chat workspace with model selector and sidebar of prompts and tools

08

AnythingLLM

512.3K/mo

Free / Open-sourceOwn your intelligence: a private AI assistant that runs entirely on your machine

Large Language Models (LLMs)Freemium+12.9%

Screenshot of AnythingLLM's Meeting Assistant showing a local transcript with generated summaries and action items

09

LlamaIndex

387.9K/mo

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction

AI AssistantFreemium, Contact for Pricing+19.9%

LlamaParse dashboard showing parsed tables, charts and structured JSON output from a complex PDF

10

Jan

291.9K/mo

Free / Open-sourceOpen-source desktop AI that runs models locally on your own machine

AI ChatbotFree36% direct

Jan desktop chat interface showing a local model conversation

11

Activepieces

258.6K/mo

Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

AI WorkflowFreemium+1.5%

Activepieces flow builder canvas with an AI agent connecting app steps and inline TypeScript

12

Relevance AI

192.1K/mo

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

AI AgentFree Trial, Contact for Pricing52% direct

Relevance AI dashboard tracing agent runs with evaluation pass rates and cost per task

Visit

DeepSeek

372.8M/mo+4.3%

Official

Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.

Large Language Models (LLMs)78% direct

Freemium

Visit

Ollama

9.4M/mo+4.3%

Open Source

Free / Open-sourceRun and build with open AI models locally or in the cloud

Large Language Models (LLMs)43% direct

Free, Freemium, Paid

Visit

n8n

4.5M/mo

Open Source

Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.

AI Workflow35% direct

Freemium

Visit

Hermes-Agent

3.6M/mo

Open Source

Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.

AI Agent29% direct

Freemium

Visit

Clawdbot (OpenClaw)

1.9M/mo

Open Source

Free / Open-sourceOpen-source personal AI assistant that runs on your own machine and works from chat apps

AI Assistant31% direct

Paid, Free

Visit

MindStudio

1.8M/mo+14.2%

Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

AI Agent12% direct

Contact for Pricing

Visit

Open WebUI

804.5K/mo

Free / Open-sourceSelf-hosted AI workspace for local and cloud models

Large Language Models (LLMs)37% direct

Freemium

Visit

AnythingLLM

512.3K/mo+12.9%

Open Source

Free / Open-sourceOwn your intelligence: a private AI assistant that runs entirely on your machine

Large Language Models (LLMs)39% direct

Freemium

Visit

LlamaIndex

387.9K/mo+19.9%

Open Source

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction

AI Assistant31% direct

Freemium, Contact for Pricing

Visit

Jan

291.9K/mo

Open Source

Free / Open-sourceOpen-source desktop AI that runs models locally on your own machine

AI Chatbot36% direct

Free

Visit

Activepieces

258.6K/mo+1.5%

Open Source

Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

AI Workflow43% direct

Freemium

Visit

Relevance AI

192.1K/mo

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

AI Agent52% direct

Free Trial, Contact for Pricing

Dify vs RLAMA

Side-by-Side Traffic & Specification Matrix

Dify

Strengths & Pros

Frequently Asked Questions: Dify vs RLAMA

How do Dify and RLAMA compare in monthly traffic?

How do their growth rates compare?

How does pricing compare?

What are alternatives to Dify and RLAMA?

More Head-to-Head Matchups

Best Alternatives to Dify & RLAMA (12)

Limitations

RLAMA

Strengths & Pros

Limitations