Clay
Flowise
| Feature | Clay | Flowise |
|---|---|---|
| Pricing | Free / from $149/mo | Free / from $19/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.2 / 5 |
| Best For | growth-teams, revenue-operations, sdrs, agencies | developers, startups, non-technical-users, ai-teams |
| Founded | 2017 | 2023 |
| Data Enrichment | ✓ | ✗ |
| Ai Messaging | ✓ | ✗ |
| Waterfall Lookups | ✓ | ✗ |
| Integrations | ✓ | ✗ |
| Automated Workflows | ✓ | ✗ |
| Lead Scoring | ✓ | ✗ |
| Visual Builder | ✗ | ✓ |
| Llm Chains | ✗ | ✓ |
| Ai Agents | ✗ | ✓ |
| Rag | ✗ | ✓ |
| Self Hosted | ✗ | ✓ |
| Open Source | ✗ | ✓ |
| Multi Agent | ✗ | ✓ |
✓ Clay Pros
- 75+ data enrichment sources
- AI message personalization
- Powerful waterfall enrichment
- Flexible workflows
✗ Clay Cons
- Expensive for small teams
- Learning curve for setup
- Credit consumption fast
✓ Flowise Pros
- Visual drag-and-drop for rapid prototyping
- Flexible model choice across LLM providers
- Self-hosting for full data control
- 100+ built-in nodes and connectors
✗ Flowise Cons
- Complex flows hard to debug at scale
- Enterprise features locked behind paid tiers
- Documentation quality inconsistent
The Verdict
Clay is built for growth teams and revenue operations, with a focus on data-enrichment and ai-messaging. Flowise targets developers and startups and leads with visual-builder and llm-chains.
On pricing, Flowise is the clear winner for budget-conscious users — starting at $19/mo compared to $149/mo for Clay. That $130/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.
Feature-wise, Flowise offers broader built-in capabilities (7 features vs 6), while Clay takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: Clay has a slight overall edge — but if visual drag-and-drop for rapid prototyping matters most to you, Flowise may still be the right call.