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Dify vs CrewAI Comparison

Last updated:

Dify

Starting at $59 /month

  • Large Enterprises
  • Medium Business

Dify is an open-source LLM app development platform, enabling users to orchestrate everything from simple LLM-powered agents to complex AI workflows with an RAG engine. Dify simplifies the development of generative AI so…

CrewAI

4.6(340 reviews)

Starting at Free free

  • Small Business
  • Mid-Market

CrewAI is an open-source framework for orchestrating autonomous multi-agent AI systems. It enables developers to define "crews" of specialized AI agents — each with a role, goal, and tools — that collaborate to complete…

CrewAI leads on user satisfaction with a 4.6-star rating across 340 reviews.

Dify vs CrewAI — at a glance

FeatureDifyCrewAI
Rating4.6 / 5
Reviews340
Starting price$59 /monthFree free
Free trial No No
Free version No No
Best forLarge Enterprises, Medium Business, Small BusinessSmall Business, Mid-Market, Enterprise
CategoryGenerative AI Infrastructure SoftwareGenerative AI Infrastructure Software
PlatformsSaaS/Web/CloudCloud, On-Premise
APIAvailableAvailable
Support modesOnlineDiscord Community, GitHub Issues, Help Center, Enterprise Support
Data residencyGlobal

Key differences between Dify and CrewAI

  • Pricing: Dify starts at $59 /month, while CrewAI starts at Free free.
  • Target audience: Dify is built for Large Enterprises and Medium Business, while CrewAI targets Small Business and Mid-Market.
  • Deployment: Dify supports SaaS/Web/Cloud; CrewAI supports Cloud, On-Premise.

Dify vs CrewAI — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most Generative AI Infrastructure Software tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

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Dify vs CrewAI: Biggest differences

Start here before you go deeper into features.

Dify

Best for medium businesses building streamlined LLM-powered AI workflows easily.

Choose if
  • You need an open-source platform to develop both simple agents and complex AI workflows.
  • Your team includes sales managers or CRM admins seeking user-friendly AI tools without heavy coding.
  • You want to leverage data-driven insights with robust analytics integrated into AI applications.
Consider alternatives if
  • Your organization requires highly customized, enterprise-grade AI workflow integrations.
  • Transparent, predictable pricing is critical for your budgeting and procurement process.

CrewAI

Best for

Small Business, Mid-Market, Enterprise

Dify typically suits Large Enterprises and Medium Business. CrewAI tends to fit Small Business and Mid-Market better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Dify is an open-source LLM app development platform, enabling users to orchestrate everything from simple LLM-powered agents to complex AI workflows with an RAG engine. Dify simplifies the ... Read More about Dify

CrewAI is an open-source framework for orchestrating autonomous multi-agent AI systems. It enables developers to define "crews" of specialized AI agents — each with a role, goal, and tools ... Read More about CrewAI

Entry Level Pricing

  • Starts from $59 , monthly
  • Starts from Free

Free Trial Availability

  • No free trial
  • No free trial

SpotScore

What's this? ↗

Not Available

9.2/10

User Ratings

Based on verified Spotsaas reviews

Best Company Size

50 to 500 employeesMedium Business
Get pricing help
Get pricing help

Where each option fits best

See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.

Based on buyer reviews and verified product data collected by Spotsaas.

Strengths

Key strengths

Dify

  • Streamlined Workflow: Dify simplifies complex processes, allowing managers to focus on strategic initiatives rather than getting bogged down in administrative tasks. Your team will appreciate the increased efficiency.
  • Data-Driven Insights: Dify's analytics give administrators easy access to actionable insights for informed decision-making. You get clear trends and performance metrics to guide your choices.
  • User-Friendly Interface: Executives will appreciate Dify's intuitive design, which lets even non-technical users work through the platform easily. This builds greater adoption across teams and speeds up productivity.

CrewAI

  • Parallel AI Workforces: Multiple agents working concurrently on subtasks complete complex multi-step workflows faster than sequential single-agent execution.
  • Specialization at Scale: Each agent optimized for its specific role (research, analysis, writing) produces better outputs than a generalist single agent doing everything.
  • Workflow Automation Beyond Simple Chains: Complex business processes with branching logic, parallel tasks, and human approvals are expressible as crew workflows.
Best fit

Best fit

Dify

  • 50 to 500 employees
  • Martech, Revtech, Fintech, Sales Automation, SaaS, and Consulting
  • Sales Managers, Account Executives, Business Development Representatives, and CRM Administrators

CrewAI

  • Automated research pipelines where one agent searches, one summarizes, and one writes a report
  • Content production workflows with researcher, writer, and editor agents working in sequence
  • Customer support systems where triage, lookup, and response agents handle tickets autonomously
Watchouts

Reasons buyers look elsewhere

Dify

  • Lacks specific integrations — teams needing Slack, Salesforce, or custom API connections often switch to Zapier or Make
  • Pricing starts higher than open-source alternatives like LangChain or Ollama for self-hosted deployments
  • Support response times exceed 48 hours for non-enterprise plans, pushing urgent issues to competitors with live chat

CrewAI

No alternatives guidance available yet.

Software Demo

Demo

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Step 1 of 4

How big is your team?

We tailor recommendations to companies your size.

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How do Dify and CrewAI Compare on Features?

Total Features

8 Features

4 Features

Unique Features

No unique features

No unique features

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Compare Dify and CrewAI on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • $59 , monthly
      • Free

      Pricing Plans

      • Sandbox

        Free

        • Message Credits: 200 messages

        • Model Providers: OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate

        • Team Members: 1

        Show more +

      • Professional

        $59

        /month

        • Everything in Sandbox plan, plus

        • Message Credits: 5,000 messages/month

        • Model Providers: OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate

        Show more +

      • Team

        $159

        /month

        • Everything in Professional plan, plus

        • Message Credits: 10,000 messages/month

        • Model Providers: OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate

        Show more +

      • Browse all pricing plans
      • Open Source

        Free

        • Full framework

        • MIT license

        • Self-hosted

        Show more +

      • CrewAI Studio

        Custom

        paid

        • No-code builder

        • Managed execution

        • Monitoring

        Show more +

      • Enterprise

        Custom

        paid

        • Private deployment

        • SSO

        • SLA

        Show more +

      Pricing Page

      Dify pricing

      Pricing information not available

      Dify vs CrewAI: Other Details

      Organization Types supported

          Platforms Supported

          • Browser Based (Cloud)
          • Browser Based (Cloud)

          Modes of support

          • 24/7 (Live rep)
          • Business Hours
          • Online
          • 24/7 (Live rep)
          • Business Hours
          • Online

          API Support

          • Available
          • Available
          Get help choosing
          Get help choosing

          Dify vs CrewAI Security & Compliance

          Certifications, data handling, and security controls for IT and compliance evaluators.

          Data Residency

          🌐 Global

          Dify User Reviews & Rating Comparison

          User Ratings

          No reviews available for the product

          4.6

          (based on 340 reviews)

          Rating Distribution

          No reviews available for this product

          0

          0

          0

          0

          0

          Spotsaas Editor’s POV generated by AI

          Buyer sentiment

          Buyers appreciate Dify's ease of use and streamlined AI workflow capabilities but note concerns about pricing transparency and advanced customization options.

          What buyers like

          • Ease of use
          • Streamlined workflow
          • Data-driven insights

          Common complaints

          • Pricing transparency
          • Limited advanced features

          Buyer sentiment

          Buyer sentiment is very strong across 340 reviews, with consistently positive feedback.

          What buyers like

          • 25,000+ GitHub stars and the fastest-growing multi-agent framework — extensive community tutorials, examples, and integrations.
          • Role-based agent design maps naturally to how humans organize work — defining a "researcher," "writer," and "editor" agent matches existing mental models.
          • LLM-agnostic — any agent in a crew can use a different LLM (GPT-4 for reasoning, Claude for writing, Groq for speed), mixing providers per task.

          Common complaints

          • Multi-agent systems are inherently harder to debug than single-agent ones — tracing why an agent made a wrong decision across a multi-step crew requires dedicated observability tooling.
          • Non-deterministic outputs from LLM agents mean the same crew can produce different results on repeated runs — testing and quality assurance are more complex than traditional software.

          Pros and Cons

          • Simplifies complex AI workflow development for both technical and non-technical users

          • Provides data-driven insights with robust analytics for informed decision-making

          • User-friendly interface that promotes adoption across diverse teams

          • Lack of publicly available pricing details may complicate budgeting

          • Limited information on advanced customization or enterprise features

          • 25,000+ GitHub stars and the fastest-growing multi-agent framework — extensive community tutorials, examples, and integrations.

          • Role-based agent design maps naturally to how humans organize work — defining a "researcher," "writer," and "editor" agent matches existing mental models.

          • LLM-agnostic — any agent in a crew can use a different LLM (GPT-4 for reasoning, Claude for writing, Groq for speed), mixing providers per task.

          • Multi-agent systems are inherently harder to debug than single-agent ones — tracing why an agent made a wrong decision across a multi-step crew requires dedicated observability tooling.

          • Non-deterministic outputs from LLM agents mean the same crew can produce different results on repeated runs — testing and quality assurance are more complex than traditional software.

          Used Dify or CrewAI? Tell buyers what actually differs.

          Media and Screenshots

          Screenshots

          Dify media

          3 Screenshots

          No screenshots available.

          Videos

          video-0

          2 Videos

          No videos available.

          Top Alternatives to Dify and CrewAI in 2026

          Alternatives

          No Alternative products available.

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          Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

          Frequently asked questions

          Which is better, Dify or CrewAI?
          CrewAI edges out the other on user ratings (4.6 vs -1.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
          Do Dify and CrewAI offer a free trial?
          Neither Dify nor CrewAI currently lists a free trial.
          What is the starting price of Dify vs CrewAI?
          Dify starts at $59 /month. CrewAI starts at Free free.
          What are the top alternatives to Dify?
          Top alternatives to Dify include Promptly AI, Defog, illumex, Autoblocks, Shaip Generative AI Platform.