Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
TradingAgents: Multi-Agents LLM Financial Trading Framework
Best matched with other agent tools.
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
Best matched with other agent tools.
TradingAgents has the larger GitHub footprint with 94.1K stars.
TradingAgents is currently growing faster at +20.2K stars this week.
deer-flow has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | TradingAgents | deer-flow |
|---|---|---|
| Evidence status | Recently verified· 1d ago | Recently verified· 1d ago |
| GitHub stars | 94.1K | 77.6K |
| Weekly growth | +20.2K | +10.7K |
| Health score | Healthy67/100 |
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| Contributors | 20 | 324 |
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| Commits per week | 8.6 | 60.8 |
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| Open issues | 301 | 973 |
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| Language | Python | Python |
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| License | Apache-2.0 | MIT |
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| Last commit | 6d ago | 2d ago |
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| Last release | v0.3.1 | v2.0.0 |
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