# label-studio vs TradingAgents

> Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.

| | label-studio | TradingAgents |
|---|---|---|
| Score | 80/100 | 87/100 ✓ |
| Rank in category | #1 of 3 in Data Collection | #3 of 209 in AI Agents |
| GitHub stars | 28 576 | 117 877 ✓ |
| Stars, last 30 days | +234 | +5 518 ✓ |
| Stable releases, 12 months | 4 | 11 ✓ |
| Latest release | 1.23.2 · 29 Sept 2026 | v0.7.1 · 27 Oct 2026 ✓ |
| Setup | Easy ✓ | Moderate |
| Official Docker image | Yes ✓ | No |
| License | Apache-2.0 | Apache-2.0 |
| Main language | Typescript | Python |

## Which one should you pick?

TradingAgents scores 87/100 against 80/100 for label-studio, so it is the safer default.

TradingAgents ships more often: 11 stable releases in the past year, against 4 for label-studio.

If you want the quickest setup, label-studio is easier to run; TradingAgents needs more configuration.

TradingAgents is growing faster right now (+5 518 stars in 30 days).

## Details

- [label-studio](https://selfhost.directory/project/label-studio) (markdown: https://selfhost.directory/project/label-studio.md)
- [TradingAgents](https://selfhost.directory/project/tradingagents) (markdown: https://selfhost.directory/project/tradingagents.md)

---
Source: https://selfhost.directory/compare/label-studio-vs-tradingagents