Free $30 credits monthly. Billed per second GPU compute: A100 $3.67/hour, H100 $5.10/hour. No minimum commitment.

Open source free. CrewAI+ cloud $29/month Starter, $99/month Teams, Enterprise custom.

Review Modal's privacy policy. Compute workloads and data processed on Modal's infrastructure.

Data handling depends on configured LLM providers. CrewAI+ cloud processes workflow data on CrewAI's infrastructure.

• ✓Python-native experience eliminates infrastructure configuration overhead
• ✓Autoscaling to zero reduces cost for variable workloads
• ✓Parallel execution on distributed GPU fleet for fast batch processing
• ✓$30/month free credits for development

• ✓Most popular open source multi-agent framework with millions of downloads
• ✓Intuitive agent role and goal definition
• ✓Supports any LLM provider including local models
• ✓CrewAI+ cloud reduces infrastructure management for production

• ✕Consumption pricing unpredictable for steady-state high-throughput production
• ✕Cold start latency for scaled-to-zero functions
• ✕Less suited for always-on low-latency inference than dedicated endpoints

• ✕Multi-agent workflows add complexity vs single-agent approaches
• ✕Debugging complex agent interactions requires patience
• ✕CrewAI+ cloud adds cost for production deployment