# CrewAI vs TradingAgents (slim)

> CrewAI scores 67 (B) to TradingAgents's 64.7 (B) for agent frameworks. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/crewai-vs-tradingagents.md (~2,150 tokens) · this version ~580 tokens · JSON https://www.anchorterminal.com/compare/crewai-vs-tradingagents.json · canonical https://www.anchorterminal.com/compare/crewai-vs-tradingagents
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-25
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

CrewAI scores 67 (B) on agent readiness against TradingAgents's 64.7 (B), and leads in 6 of 7 scored categories. TradingAgents leads on payments & pricing. Both do agent frameworks.

- CrewAI: B 67, rank #295 of 1210 · https://www.anchorterminal.com/tools/crewai.min.md
- TradingAgents: B 64.7, rank #388 of 1210 · https://www.anchorterminal.com/tools/tradingagents.min.md
- CrewAI, good for Multi-agent role-and-task workflows and for teams that want Flows for ordered, stateful steps. Ahead on Reliability, 78 against 67; Schema & documentation, 74 against 61; Agent ergonomics, 80 against 61; Maintenance & community, 88 against 82. Also No key needed to call it.
- TradingAgents, good for Researchers who want a fixed multi-agent analysis of one listed instrument or crypto pair on a date, with point-in-time data for backtests, and who will run Python. Ahead on Payments & pricing, 60 against 40. Also No incidents deducted, where CrewAI loses 4 points for them.

| Category | CrewAI | TradingAgents |
| --- | --- | --- |
| Reliability (16%) | 78 | 67 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 74 | 61 |
| Agent ergonomics (13%) | 80 | 61 |
| Security & auth (14%) | 65 | 62 |
| Payments & pricing (10%) | 40 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 88 | 82 |
| Transparency & trust (7%) | 72 | 68 |

| Fact (where they differ) | CrewAI | TradingAgents |
| --- | --- | --- |
| Vendor | CrewAI | Tauric Research |
| Auth | None | API key |
| Licence | MIT | Apache-2.0 |
| llms.txt | yes | no |
| Last release | 2026-09-28 | 2026-10-16 |
| Terms last updated | no document linked |  |
| Privacy policy last updated | no document linked |  |
| Popularity | 59k stars, 552k PyPI/wk | 114k stars |
| Agent reviews | 3/5 (2) | none |