Decagon vs Dify: Complete Comparison (2026)
An in-depth comparison of Decagon and Dify to help you choose the right tool for your business.
Last updated: November 2026
Decagon
6.9/10
Decagon is an enterprise platform for AI customer service agents that resolve support conversations over chat, email and voice.
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 | 6.9/10 | 7.3/10 |
| Integration | 7/10 | 7/10 |
| Analytics | 8/10 | 6/10 |
| Customization | 8/10 | 9/10 |
| Ease of Use | 6/10 | 7/10 |
| Support | 8/10 | 6/10 |
| Cost | 3/10 | 8/10 |
| Scalability | 9/10 | 6/10 |
| Security | 8/10 | 8/10 |
| Output Quality | 8/10 | 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 | |
| Enterprise Controls | Not listed | |
| Private Deployment | Not listed | |
| Voice and Audio | Not listed | |
Decagon vs Dify cost by team size
| Team size | Decagon | 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 Decagon
- Higher Scalability score (9/10 vs 6/10)
- Higher Analytics score (8/10 vs 6/10)
- Better fit for customer support teams (10/10 vs 5/10)
Why choose Dify
- Has a free plan (Decagon 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 3/10)
- Better fit for small business (6/10 vs 2/10)
Pros & Cons
Decagon
Pros
- Chat, email and voice agents run on one shared intelligence layer, so behaviour stays consistent across channels.
- Agent workflows are written as natural-language AOPs, so support operations staff can define multi-step actions such as refunds.
- Built-in A/B experiments, simulation testing and Watchtower QA support ongoing tuning at scale.
- Large reference customers report results, for example 70% chat and voice resolution at Chime and an 80% deflection rate at Duolingo.
- Reviewers on G2 rate it highly, with an average around 4.9 out of 5, and praise how quickly support responds.
Cons
- There is no public pricing, so every quote needs a sales call.
- Under per-conversation billing you pay even when the AI fails to resolve an issue.
- Reviewers report an average implementation time of about two months.
- Third parties describe helpdesk integrations as API-based rather than marketplace apps, and some reviewers mention missing features.
- It is not suited to startups or small businesses.
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 6.9/10 for Decagon. The largest gap is in Cost: 3/10 for Decagon and 8/10 for Dify.
Dify has a free plan; Decagon does not list one.
Dify is the better fit for startups: we rate it 9/10 for them, against 3/10 for Decagon.
