How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Ouro has -15.7%.

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. Ouro: Freemium. Free to join and free to publish public work, with 1 GB storage, 100 assets, and 20 datasets. Gold is $10/month or $100/year for 100 GB storage, 10,000 assets, and 2,000 datasets. Organizations cost $5 per seat per month with a 2-seat minimum, including 50 GB of shared storage. Ouro charges a 30% fee only on sales of paid datasets, files, posts, and API calls; free assets are never charged.

What are alternatives to Dify and Ouro?

Other tools in related categories include n8n, Hermes-Agent, Abacus.AI, MindStudio, Open WebUI.

Head-to-Head Benchmark

Dify vs Ouro

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Ouro records 3,971 monthly visits with -15.7% 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

OuroFreemium

An open workbench where scientists, engineers, and AI agents solve research problems together

Monthly Visits

3.97K

MoM Velocity

-15.7%

Top Market

🇺🇸 United States

View Ouro Analysis ouro.foundation

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Dify	Ouro
Official Domain	dify.ai	ouro.foundation
Pricing Model	Freemium	Freemium
Monthly Visits	819.69K (819,691)	3.97K (3,971)
MoM Traffic Delta

Primary Market & Share	🇨🇳 China (46.7%)	🇺🇸 United States (69.6%)

Direct Visits / mo	470.6K	1.57K

User Rating	4.8	4.2

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 Ouro

Dify has 819,691 monthly visits, while Ouro has 3,971. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Best Alternatives to Dify & Ouro (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

Ouro

An open workbench where scientists, engineers, and AI agents solve research problems together

Composable research assets

Structures, datasets, models, and write-ups are published as first-class assets that other people and agents can build on, with the full dependency chain visible.

Run models as APIs

Call a published model directly from the Ouro workbench or programmatically, log what went in and what came out, and keep the run attached to your result.

Open team challenges

Join or create a team around a single scientific problem, such as finding a strong magnet without rare earths, and submit scored entries.

Author-set monetization

Price your own datasets, files, posts, and API routes. Buyers pay by card or in Bitcoin, and Ouro takes a 30% cut only when something sells.

Strengths & Pros

+Free to publish, join teams, and run free API routes, with only a 30% cut on paid sales
+Every result is logged with its inputs, so reproducibility is built into the workflow rather than bolted on
+Model-as-API design means published work gets reused instead of just cited
+Organizations support internal, private collaboration before public release

+

Bitcoin and card payments give creators unusually flexible payout options

Limitations

–The 30% platform fee on sales is high compared with many developer marketplaces
–The open-team model skews toward computational and materials-science domains
–Researchers outside that space may find fewer ready-made assets and challenges to join

01

n8n AI workflow automation platform homepage with visual workflow builder

n8n

4.5M/mo

Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams

AI WorkflowFreemium35% direct

#1

02

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

#2

03

Abacus.AI

3.3M/mo

An all-in-one AI super assistant for professionals and enterprises

AI AssistantContact for Pricing62% direct

Screenshot of the Abacus.AI dashboard with ChatLLM chat mode and the AI agent task workspace

#3

04

MindStudio

1.8M/mo

No-code builder for custom AI agents and workflows

AI AgentContact for Pricing+14.2%

MindStudio agent workflow canvas with models and integrations

05

Open WebUI

804.5K/mo

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

Large Language Models (LLMs)Freemium37% direct

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

06

Labelbox

762.8K/mo

The environments frontier AI trains on, and the agents that do the recurring work

AI Developer ToolsContact for Pricing49% direct

Labelbox Recursion interface showing a triage coordinator and specialist agents at work with eval and outcome metrics

07

Eigent AI

575.7K/mo

Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you

AI AgentFreemium, Free Trial, Contact for Pricing+1.4%

08

LlamaIndex

387.9K/mo

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

AI AssistantFreemium, Contact for Pricing+19.9%

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

09

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

10

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

11

FlowHunt

186.2K/mo

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

AI App BuilderFree Trial, Paid16% direct

FlowHunt visual builder showing a connected marketing AI agent workflow with integrations

12

Coze

177.5K/mo

Build, automate and publish AI agents without starting from scratch

AI AgentFreemium55% direct

Coze agent builder interface showing instructions, plugins and a visual workflow canvas

Visit

n8n

4.5M/mo

Open Source

Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams

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

Abacus.AI

3.3M/mo

An all-in-one AI super assistant for professionals and enterprises

AI Assistant62% direct

Contact for Pricing

Visit

MindStudio

1.8M/mo+14.2%

No-code builder for custom AI agents and workflows

AI Agent12% direct

Contact for Pricing

Visit

Open WebUI

804.5K/mo

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

Large Language Models (LLMs)37% direct

Freemium

Visit

Labelbox

762.8K/mo

The environments frontier AI trains on, and the agents that do the recurring work

AI Developer Tools49% direct

Contact for Pricing

Visit

Eigent AI

575.7K/mo+1.4%

Open Source

Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you

AI Agent14% direct

Freemium, Free Trial, Contact for Pricing

Visit

LlamaIndex

387.9K/mo+19.9%

Open Source

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

AI Assistant31% direct

Freemium, Contact for Pricing

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

Visit

FlowHunt

186.2K/mo

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

AI App Builder16% direct

Free Trial, Paid

Visit

Coze

177.5K/mo

Official

Build, automate and publish AI agents without starting from scratch

AI Agent55% direct

Freemium

Dify vs Ouro

Side-by-Side Traffic & Specification Matrix

Dify

Strengths & Pros

Frequently Asked Questions: Dify vs Ouro

How do Dify and Ouro compare in monthly traffic?

How do their growth rates compare?

How does pricing compare?

What are alternatives to Dify and Ouro?

More Head-to-Head Matchups

Best Alternatives to Dify & Ouro (12)

Limitations

Ouro

Strengths & Pros

Limitations