prefectvsTradingAgents
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| prefect | TradingAgents | |
|---|---|---|
| Score | 80/100 | 86/100 |
| Rank in category | #5 of 32 in Workflow Automation | #4 of 209 in AI Agents |
| GitHub stars | 24 093 | 117 750 |
| Stars, last 30 days | +181 | +5 391 |
| Stable releases, 12 months | 17 | 11 |
| Latest release | 2.20.27 · 23 Oct 2026 | v0.7.1 · 27 Oct 2026 |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | No |
| License | Apache-2.0 | Apache-2.0 |
| Main language | Python | Python |
Which one should you pick?
TradingAgents scores 86/100 against 80/100 for prefect, so it is the safer default.
prefect ships more often: 17 stable releases in the past year, against 11 for TradingAgents.
TradingAgents is growing faster right now (+5 391 stars in 30 days).
prefect details →TradingAgents details →
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