Dify
Looker Studio
| Feature | Dify | Looker Studio |
|---|---|---|
| Pricing | Free / from $59/mo | Free / from $9/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.2 / 5 |
| Best For | ai-builders, non-technical-teams, enterprises, developers | marketers, analysts, google-ads-users, small-businesses |
| Founded | 2023 | 2016 |
| Visual Orchestration | ✓ | ✗ |
| Rag Pipeline | ✓ | ✗ |
| Agent Mode | ✓ | ✗ |
| Multi Model | ✓ | ✗ |
| Knowledge Base | ✓ | ✗ |
| Api Access | ✓ | ✗ |
| Dashboards | ✗ | ✓ |
| Data Connectors | ✗ | ✓ |
| Visualizations | ✗ | ✓ |
| Sharing | ✗ | ✓ |
| Templates | ✗ | ✓ |
| Calculated Fields | ✗ | ✓ |
✓ Dify Pros
- Open-source and self-hostable
- Visual workflow builder
- Built-in RAG pipeline
- Multi-model support
✗ Dify Cons
- Complex for simple chatbots
- Self-hosting requires resources
- Documentation improving
✓ Looker Studio Pros
- Free
- Google data integration
- Shareable dashboards
- Many connectors
✗ Looker Studio Cons
- Can be slow
- Limited data blending
- Basic compared to paid tools
The Verdict
Dify is built for ai builders and non technical teams, with a focus on visual-orchestration and rag-pipeline. Looker Studio targets marketers and analysts and leads with dashboards and data-connectors.
On pricing, Looker Studio is the clear winner for budget-conscious users — starting at $9/mo compared to $59/mo for Dify. That $50/mo difference adds up quickly for growing teams.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Bottom line: Dify has a slight overall edge — but if free matters most to you, Looker Studio may still be the right call.