CrewAI
Evidence
| Feature | CrewAI | Evidence |
|---|---|---|
| Pricing | Free only | Free / from $49/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.3 / 5 | 4.3 / 5 |
| Best For | developers, ai-engineers, researchers, startups | data-analysts, data-engineers, startups, analytics-teams |
| Founded | 2023 | 2021 |
| Agent Orchestration | ✓ | ✗ |
| Role Playing | ✓ | ✗ |
| Task Delegation | ✓ | ✗ |
| Tool Usage | ✓ | ✗ |
| Memory | ✓ | ✗ |
| Process Management | ✓ | ✗ |
| Sql Reporting | ✗ | ✓ |
| Markdown Pages | ✗ | ✓ |
| Charts | ✗ | ✓ |
| Static Deployment | ✗ | ✓ |
| Git Integration | ✗ | ✓ |
| Data Sources | ✗ | ✓ |
✓ CrewAI Pros
- Open-source
- Role-based agents
- Easy to learn
- Good documentation
✗ CrewAI Cons
- Requires coding
- New framework
- Limited production features
✓ Evidence Pros
- Code-based reports (version controlled)
- Beautiful output
- Fast static deployment
- SQL-first approach
✗ Evidence Cons
- Requires SQL knowledge
- Not for ad-hoc exploration
- Smaller community
The Verdict
CrewAI is built for developers and ai engineers, with a focus on agent-orchestration and role-playing. Evidence targets data analysts and data engineers and leads with sql-reporting and markdown-pages.
CrewAI uses custom enterprise pricing, while Evidence starts at $49/mo — a tangible advantage for teams with a fixed budget.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Both tools are a solid fit for startups — in those cases, the decision often comes down to workflow style and how your team prefers to organize work.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.