Chatbase vs Dify: Complete Comparison (2026)
An in-depth comparison of Chatbase and Dify to help you choose the right tool for your business.
Last updated: November 2026
Chatbase
6.4/10
Chatbase is a no-code builder for AI support agents. Businesses train an agent on their own content and deploy it on their website and messaging channels.
Dify
7.3/10
Open-source platform for building LLM apps, agents, RAG knowledge pipelines and visual AI workflows, available as cloud SaaS or self-hosted.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 6.4/10 | 7.3/10 |
| Integration | 7/10 | 7/10 |
| Analytics | 5/10 | 6/10 |
| Customization | 6/10 | 9/10 |
| Ease of Use | 9/10 | 7/10 |
| Support | 3/10 | 6/10 |
| Cost | 5/10 | 8/10 |
| Scalability | 6/10 | 6/10 |
| Security | 7/10 | 8/10 |
| Output Quality | 7/10 | 7/10 |
| Pricing | ||
| Free plan | No | Yes |
| Cheapest paid plan | $40/mo Hobby | $59/mo Professional |
| Estimated cost for 10 users | Contact for pricing | $159/mo Team |
| Features | ||
| AI Agents | ||
| API Access | ||
| Chatbots | ||
| Enterprise Controls | ||
| Knowledge Base Search | ||
| Workflow Automation | ||
| Private Deployment | Not listed | |
| Text Generation | Not listed | |
| Voice and Audio | Not listed | |
Chatbase vs Dify cost by team size
Dify costs less up to 5 users.
| Team size | Chatbase | Dify |
|---|---|---|
| 1 user | $40/moHobby | FreeSandbox |
| 5 users | $500/moBusiness | $159/moTeam |
| 10 users | Contact for pricing | $159/moTeam |
| 25 users | Contact for pricing | $159/moTeam |
| 50 users | Contact for pricing | $159/moTeam |
The plan that fits each team size, billed monthly, before add-ons and usage charges. Each cost opens that tool's pricing calculator for the team size.
Which One Should You Choose?
Why choose Chatbase
- Higher Ease of Use score (9/10 vs 7/10)
- Better fit for customer support teams (9/10 vs 5/10)
- Better fit for small business (8/10 vs 6/10)
Why choose Dify
- Has a free plan (Chatbase does not)
- Higher Customization score (9/10 vs 6/10)
- Higher Support score (6/10 vs 3/10)
- Better fit for enterprise (8/10 vs 5/10)
- Better fit for startups (9/10 vs 7/10)
Pros & Cons
Chatbase
Pros
- Users can train an agent on files, URLs or text and embed it on a site without code, and Capterra reviewers praise the ease of setup.
- Users choose the model, with options from OpenAI, Anthropic, Gemini, DeepSeek, Mistral and other providers.
- A single agent can be deployed to the website, WhatsApp, Messenger, Instagram, Slack and Shopify.
- AI actions connect the agent to Calendly, Stripe, HubSpot and Salesforce so it can complete tasks during a chat.
- Chatbase states it holds SOC 2 Type II, supports GDPR, encrypts data in transit and at rest, and does not use customer data to train models.
Cons
- Message credits are used at different rates depending on the model and on AI actions, so monthly costs are hard to predict.
- The agent stops responding when credits run out unless auto-recharge is enabled.
- Trustpilot and Capterra users complain about slow or unavailable human support and charges after cancelling.
- Each plan includes only one agent, and branding removal costs $99 a month on top of the plan.
- There is no visual flow builder for complex branching conversations.
Dify
Pros
- The Community Edition is free to self-host with no license fees, so the only costs are infrastructure and model APIs.
- The visual workflow builder lets a team build a RAG support workflow with human handoff in under an hour, according to one review.
- Document ingestion, chunking, embedding and retrieval are handled in a single interface.
- Teams can switch between many model providers per node, including local models via Ollama.
- Apps can be published as web apps, embeds, APIs or MCP tools.
Cons
- Self-hosting needs Docker or Kubernetes skills, and reviewers report scaling problems under heavy workloads.
- Reviewers say Dify has fewer connectors than rivals such as LangFlow.
- Multi-agent orchestration and built-in observability are basic.
- Workflows have no built-in version control, and the canvas can lag on large flows.
- Removing Dify branding from self-hosted apps requires a commercial license.
Not sold on either?
Frequently Asked Questions
Dify scores higher on our AI Software criteria: 7.3/10 against 6.4/10 for Chatbase. The largest gap is in Cost: 5/10 for Chatbase and 8/10 for Dify.
Dify has a free plan; Chatbase does not list one.
Chatbase is the better fit for customer support teams: we rate it 9/10 for them, against 5/10 for Dify.
