Some ask: With powerful general Agents, is there still a need to learn Coze and Dify?

The other day while having dinner with friends, we were discussing AI tool selection. He threw out a question: "General Agents like Manus AI and Deep Research are so powerful. Do I still need to learn workflow tools like Coze or Dify?"

I was taken aback for a moment, then quickly opened my notebook to a comparison table and discovered a somewhat surprising truth—

📊 Pricing Comparison: Domestic vs. International Tools

Tool Name	Plan Version	Price	Included Quota / Key Advantage
Deep Research	Pro	$99/month	1000 API calls
Manus AI	Enterprise	$199/month/seat	Unlimited custom Agent calls
Coze Pro	Domestic Version	¥399/month	20,000 calls
Dify	Basic	¥299/month	10,000 calls

From a price perspective, domestic workflow tools offer better value in terms of call volume. However, Agents directly serve users, eliminating intermediate steps of piecing together processes:

Scenario	Using Workflow (Coze/Dify)	Using Agent (Manus/Deep Research)
Daily Report Automation	3 minutes to configure, 10 minutes to generate a full-team report.	Requires building scripts, takes about 1 hour to set up, but offers more flexibility.
New Product Idea Generation	Limited to templates, results are average.	One sentence in natural language, generates 5 ideas in 3 seconds.

🎯 My Perspective

• For Beginners: Start by mastering workflows (Coze/Dify) to quickly cover 99% of repetitive scenarios.
• For Advanced Users: Explore Agents (Manus/Deep Research) to solve low-frequency, high-value innovative needs.
• For Startup Teams: Use Agents to prototype ideas and workflows to solidify stable processes—the optimal combination.

🤔 Food for Thought In your work, do you rush to the cutting edge with Agents first, or start by copying workflow templates? Feel free to leave a comment and check in!

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#AIStartup #AgentVsWorkflow #PricingComparison #IntelligentAutomation #ToolRecommendation #TechSelection #AIPractice #WorkEfficiency

References

1. Coze Official Website — One of the workflow platforms compared in the article, a ByteDance-owned all-in-one AI development platform.
2. Dify Official Website — The open-source LLM application development platform compared in the article, supporting visual workflow orchestration and self-hosting.
3. Manus Official Website — A representative product of the general Agents mentioned, focusing on autonomous task execution and result delivery.