Cresta vs Dify: Complete Comparison (2026)
An in-depth comparison of Cresta and Dify to help you choose the right tool for your business.
Last updated: November 2026
Cresta
6.8/10
Cresta is an enterprise contact center AI platform that provides autonomous AI agents, real-time agent assist, conversation intelligence and automated quality management.
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 | 6.8/10 | 7.3/10 |
| Integration | 7/10 | 7/10 |
| Analytics | 9/10 | 6/10 |
| Customization | 8/10 | 9/10 |
| Ease of Use | 6/10 | 7/10 |
| Support | 6/10 | 6/10 |
| Cost | 3/10 | 8/10 |
| Scalability | 9/10 | 6/10 |
| Security | 9/10 | 8/10 |
| Output Quality | 7/10 | 7/10 |
| Pricing | ||
| Free plan | No | Yes |
| Cheapest paid plan | Contact for pricing | $59/mo Professional |
| Estimated cost for 10 users | Contact for pricing | $159/mo Team |
| Features | ||
| AI Agents | ||
| Chatbots | ||
| Knowledge Base Search | ||
| Text Generation | ||
| Workflow Automation | ||
| API Access | Not listed | |
| Custom Model Training | Not listed | |
| Data Analysis | Not listed | |
| Enterprise Controls | Not listed | |
| Private Deployment | Not listed | |
| Transcription | Not listed | |
| Voice and Audio | Not listed | |
Cresta vs Dify cost by team size
| Team size | Cresta | Dify |
|---|---|---|
| 1 user | Contact for pricing | FreeSandbox |
| 5 users | Contact for pricing | $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 Cresta
- Higher Analytics score (9/10 vs 6/10)
- Higher Scalability score (9/10 vs 6/10)
- Better fit for customer support teams (10/10 vs 5/10)
Why choose Dify
- Has a free plan (Cresta does not)
- Higher Cost score (8/10 vs 3/10)
- Higher Customization score (9/10 vs 8/10)
- Better fit for startups (9/10 vs 1/10)
- Better fit for small business (6/10 vs 2/10)
Pros & Cons
Cresta
Pros
- Gives agents real-time guidance and knowledge answers during live calls and chats, which G2 reviewers single out as a strength.
- Scores and analyses every conversation automatically instead of a manual sample.
- Models are trained on the customer's own conversation data, so guidance reflects the company's own top performers.
- Unusually broad compliance coverage, including SOC 2 Type II, ISO 27001, ISO 27701, PCI-DSS, HIPAA and ISO/IEC 42001.
Cons
- No public pricing, free tier or self-serve trial; buying requires a sales cycle and usually a paid pilot.
- Model training and tuning can take months before the value shows.
- A few G2 reviewers report inaccurate AI suggestions or poor understanding of conversations.
- Generally economical only for contact centers with about 100 or more agents.
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 6.8/10 for Cresta. The largest gap is in Cost: 3/10 for Cresta and 8/10 for Dify.
Dify has a free plan; Cresta does not list one.
Dify is the better fit for startups: we rate it 9/10 for them, against 1/10 for Cresta.
