Coze vs Dify Free AI Agent Comparison: 500 Resource Points/Day vs Unlimited Self-Hosting

Want to build an AI Agent without spending money? In 2026, the two hottest free options are ByteDance's Coze and the open-source platform Dify. One is zero-code and instant, the other is open-source and self-hostable. Which should you choose? I've spent serious time with both, and here's a detailed comparison with real numbers.

TL;DR

Coze: Sign up and go. Zero code. 500 resource points/day free. Best for people who don't want to deal with servers.
Dify: Open-source, self-hostable. Supports 100+ models. Completely free with no call limits if you self-host. Best for people with technical skills.

Free Tier Comparison: The Numbers

Let's get straight to what matters — how much can you actually use for free:

Feature	Coze	Dify
Free Model	Cloud free, instant signup	Community Edition self-hosted free; Cloud free tier limited
Daily Call Limit	500 resource points/day (~100-500 conversations)	Self-hosted: Unlimited; Cloud free: 200 calls/month
Model Selection	Doubao, Skylark (ByteDance models)	100+ models (OpenAI, Claude, DeepSeek, Gemini, etc.)
Bot/App Limit	Unlimited creation	Cloud free: 5 apps; Self-hosted: Unlimited
Knowledge Base	1GB	Self-hosted: depends on server; Cloud free: 50MB
Workflow	Supported, visual drag-and-drop	Supported, visual drag-and-drop
Publishing Channels	WeChat, Feishu, DingTalk, Web, API	Web embed, API; self-hosted: any channel
Data Retention	3 days (free tier)	Self-hosted: permanent; Cloud free: 7 days
Collaborators	50 people	Self-hosted: unlimited; Cloud free: 1 person
Server Required	No	Self-hosted: yes (2-core 4GB minimum)
Paid Plan Starts At	~$1.40/month (¥9.9)	$59/month (cloud)

Key difference: Coze's free tier is "ready to use" — 500 resource points daily with no server needed. Dify's free tier splits in two: the cloud version has only 200 calls/month (basically a trial), but the self-hosted Community Edition is completely free with no call limits — you just need your own server.

Ease of Use

Coze: 5 Minutes to Start

Sign up with your phone number → Click "Create Bot" → Give it a role description → Add plugins → Start chatting. Zero code, fully Chinese interface (with an English international version), and tons of templates to start from. Complete beginners can be up and running in 5 minutes.

Dify: 30 Minutes to Several Hours

Dify has two paths:

Cloud: Sign up for Dify Cloud → Create an app → Configure model → Start using. About 15-30 minutes, but the free tier only gives you 200 calls/month — basically enough for testing only.
Self-hosted: Get a server → Install Docker → Pull Dify image → Configure environment variables → Launch. Takes 1-3 hours and requires some Linux and Docker knowledge.

If you're a complete beginner, Coze's difficulty is 1/10, Dify Cloud is 3/10, and Dify self-hosted is 7/10.

Feature Deep Dive

Model Support

Coze China version uses ByteDance's Doubao models — decent Chinese capability and fast response times. But you can't connect other providers' models. Want GPT-4o or Claude? You'd need the international version (coze.com), which requires a VPN.

Dify supports 100+ model integrations including the full OpenAI lineup, full Claude lineup, DeepSeek, Qwen, GLM, Gemini, and more. You can assign different models to different apps, or even mix multiple models within a single workflow. This is one of Dify's biggest advantages.

Workflow Orchestration

Both support visual workflows, but with different philosophies:

Coze workflows are more "beginner-friendly" with rich node types (AI model, conditions, code execution, API calls). Drag, connect, and go. Great for quick automation of simple to medium complexity.
Dify workflows are more "professional-grade" with two modes: Chatflow for conversational apps and Workflow for automation tasks. Data passing between nodes is more flexible, with variable support and conditional branching.

Knowledge Base / RAG

Coze offers 1GB of knowledge base storage on the free tier, supporting document uploads and web links. Retrieval quality is acceptable for simple scenarios.

Dify's RAG engine is one of its core selling points. It supports multiple document formats (PDF, Word, Markdown, etc.), offers both vector search and full-text search, and lets you customize chunking strategies and retrieval parameters. For high-quality knowledge base Q&A, Dify is clearly superior.

Plugin Ecosystem

Coze has a rich plugin marketplace with search engines, databases, social media integrations, office tools, and more. Most plugins are available on the free tier at no extra cost.

Dify calls its plugins "Tools" — supporting custom API tools and built-in tools. While fewer in number than Coze's marketplace, you can connect any HTTP API, giving you more flexibility.

Publishing & Integration

Coze supports one-click publishing to WeChat Official Accounts, Feishu, DingTalk, web embeds, and more. For users in China, the WeChat ecosystem integration is a massive advantage.

Dify publishes primarily through API and web embeds. The self-hosted version can connect to any channel, but you'll need to build the integration yourself. Getting Dify into WeChat requires extra development work.

Data Security

This is important but often overlooked:

Coze: Data lives on ByteDance's servers. Free tier retains data for 3 days (paid: 7 days). Conversations are encrypted, but all your data passes through ByteDance's infrastructure.
Dify Self-hosted: Data stays entirely on your own server, never touching any third party. This is the gold standard for data security.
Dify Cloud: Data lives on Dify's servers with 7-day retention. Similar to Coze, but Dify is a smaller company with potentially less security investment than ByteDance.

If you're handling sensitive business data or personal information, Dify self-hosted is the safest choice.

Real-World Scenario Comparison

Scenario 1: Customer Support Bot

Coze approach: Create Bot → Upload product docs to knowledge base (1GB is plenty) → Set role prompt → Publish to WeChat. Done in 30 minutes. 500 resource points/day handles 100-500 customer inquiries.

Dify approach: Create Chatflow app → Upload docs → Configure RAG → Connect via API to your support system. Self-hosted has no call limits, ideal for high-volume scenarios.

Verdict: Small-scale support → Coze (fast and simple). Large-scale or customized → Dify self-hosted.

Scenario 2: Automated Content Production

Coze approach: Build a "search trends → generate article → polish and format" workflow. Free tier workflow nodes are sufficient, but 500 resource points may not be enough for bulk production.

Dify approach: Similar workflow in Workflow mode. Self-hosted has no call limits for bulk production. Plus you can use stronger models like GPT-4o or Claude for better content quality.

Verdict: Bulk content production → Dify self-hosted. Occasional use → Coze.

Scenario 3: Personal Study Assistant

Coze approach: Upload course materials and notes to knowledge base → Create study assistant bot → Ask questions anytime. 1GB knowledge base stores several semesters of materials.

Dify approach: Similar flow, but you need to set up a server first. Overkill for a personal study tool.

Verdict: Personal study → Coze. Simple and hassle-free.

Scenario 4: Enterprise Internal Tools

Coze approach: Free tier supports 50 collaborators, good for small teams. But 3-day data retention may be insufficient for business use.

Dify approach: Self-hosted has permanent data storage, unlimited collaborators, and MIT license for commercial use. Perfect for enterprise deployment.

Verdict: Enterprise scenarios → strongly recommend Dify self-hosted.

The Gotchas

Coze's Gotchas

Opaque resource consumption: 500 points/day sounds like a lot, but complex conversations burn through them fast. Sometimes 20+ rounds and you're done.
3-day data retention: Free tier conversation history is purged after 3 days. Export manually if you need to keep records.
Slow during peak hours: 8-11 PM is noticeably slower on the free tier. Paid users get priority.
Model lock-in: Stuck with ByteDance models. Can't connect other providers.
China/International split: Two versions with different models, no data sync between them.

Dify's Gotchas

Cloud free tier is nearly unusable: 200 calls/month, 5 apps, 50MB knowledge base. Just a trial.
Self-hosting has a learning curve: Requires Linux and Docker knowledge. Not for casual users.
Server costs money: Self-hosting is free software, but the server isn't. Minimum ~$5-7/month.
WeChat integration is hard: Publishing to WeChat requires custom development. Not as easy as Coze.
Cloud paid tier is expensive: $59/month starting price. Not cheap for individual users.

Decision Tree: Coze or Dify?

Choose based on your situation:

No technical skills + personal use → Choose Coze
No technical skills + want to try AI Agents → Choose Coze
Have technical skills + have a server → Choose Dify self-hosted
Have technical skills + need multiple models → Choose Dify self-hosted
Enterprise/team use + sensitive data → Choose Dify self-hosted
Need WeChat ecosystem integration → Choose Coze
Tight budget + don't want hassle → Choose Coze
Need commercial use + flexible customization → Choose Dify self-hosted

Why Not Both?

Coze and Dify aren't mutually exclusive. They work well together:

Use Coze for user-facing applications (WeChat bots, customer support) — leveraging its WeChat integration and zero-code simplicity.
Use Dify self-hosted for internal tools and complex workflows — leveraging its multi-model support and data security.

Both are free. No reason to pick just one.

❓ FAQ

Q: Which is better for beginners, Coze or Dify?

A: Coze is better for beginners. It requires zero coding, works instantly after signup, has a friendly Chinese interface, and offers many ready-made templates. Dify also has a visual interface, but self-hosting requires Docker knowledge, and the cloud free tier is very limited. If you have no technical background, start with Coze.

Q: What server do I need for Dify self-hosting?

A: Dify Community Edition requires at minimum a 2-core, 4GB RAM server. 4-core, 8GB is recommended. You need Docker and Docker Compose installed. On Alibaba Cloud or Tencent Cloud lightweight servers, the minimum configuration costs about $5-7/month.

Q: Is Coze's 500 resource points per day enough?

A: For personal use, yes. A typical conversation consumes 1-5 resource points depending on the model and conversation length. With the Doubao base model, you can have about 100-500 conversations per day. With premium models like Doubao Pro, each conversation costs more — about 50-100 conversations per day. More than enough for daily use.

Q: Is Dify Cloud's free tier (200 calls/month) enough?

A: 200 calls per month is only enough for testing and light use — that's less than 7 calls per day on average. If you seriously want to use Dify, self-host the Community Edition instead. It's completely free with no call limits, just needs a server.

Q: Which platform is more secure for data?

A: Dify self-hosted is the most secure — all data stays on your own server, never passing through any third party. Coze stores data on ByteDance servers with encryption, but sensitive business data should be evaluated before uploading. If data security is critical, choose Dify self-hosted.

Q: What AI models do Coze and Dify support?

A: Coze's China version uses ByteDance's Doubao models by default; the international version uses OpenAI's GPT series. Dify supports 100+ models including OpenAI, Claude, DeepSeek, Qwen, GLM, Gemini, and nearly all major providers. If you need flexible model switching, Dify has far more comprehensive model support.

Q: Can I use Coze or Dify commercially?

A: Dify Community Edition uses the MIT open-source license, allowing free commercial use with no restrictions. Coze's personal free tier allows personal use; commercial use depends on specific scenarios and terms. For commercial AI Agent deployment, Dify's open-source license is more flexible.

Conclusion

Coze and Dify represent two different philosophies for AI Agent platforms:

Coze = Convenience first. Zero-code, instant use, WeChat ecosystem integration. Best for individuals, small teams, and anyone who doesn't want to deal with infrastructure. 500 resource points/day is generous among comparable platforms.
Dify = Flexibility first. Open-source, self-hostable, 100+ model support. Best for developers, enterprise users, and anyone with data security requirements. Self-hosted is completely free with no limits, but requires technical skills.

There's no absolute winner — only what fits your needs. Choose based on your technical background, use case, and budget. Still undecided? Try both — they're both free.