CrewAI
Evidence
| Feature | CrewAI | Evidence |
|---|---|---|
| Pricing | Free / from $200/mo | Free / from $49/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.3 / 5 | 4.3 / 5 |
| Best For | python-developers, ai-engineers, automation-builders, researchers | data-analysts, data-engineers, startups, analytics-teams |
| Founded | 2023 | 2021 |
| Multi Agent Orchestration | ✓ | ✗ |
| Role Based Agents | ✓ | ✗ |
| Tool Integration | ✓ | ✗ |
| Memory | ✓ | ✗ |
| Process Types | ✓ | ✗ |
| Crew Deployment | ✓ | ✗ |
| Sql Reporting | ✗ | ✓ |
| Markdown Pages | ✗ | ✓ |
| Charts | ✗ | ✓ |
| Static Deployment | ✗ | ✓ |
| Git Integration | ✗ | ✓ |
| Data Sources | ✗ | ✓ |
✓ CrewAI Pros
- Open-source Python framework
- Role-based agent design
- Growing tool ecosystem
- Active community
✗ CrewAI Cons
- Requires Python knowledge
- Output quality varies with prompts
- Debugging multi-agent systems is hard
✓ 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 python developers and ai engineers, with a focus on multi-agent-orchestration and role-based-agents. Evidence targets data analysts and data engineers and leads with sql-reporting and markdown-pages.
On pricing, Evidence is the clear winner for budget-conscious users — starting at $49/mo compared to $200/mo for CrewAI. That $151/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.
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.